From 05f702d397e0173676c8133661681547d52afa09 Mon Sep 17 00:00:00 2001
From: Erich Bremer <erich@ebremer.com>
Date: Thu, 11 Jun 2026 12:21:35 -0400
Subject: [PATCH 1/4] fixes

---
 .../beakgraph/core/BGDatasetGraph.java        |  68 ++++++++-
 .../com/ebremer/beakgraph/core/BeakGraph.java |  20 ++-
 .../core/fuseki/BGSparqlService.java          |  29 +++-
 .../core/fuseki/LWSStorageServlet.java        |  77 +++++++++-
 .../beakgraph/core/fuseki/SPARQLEndPoint.java |   8 +-
 .../beakgraph/features/MajorMinor.java        |  17 ++-
 .../beakgraph/hdf5/jena/BGIteratorMaster.java |   6 +-
 .../beakgraph/hdf5/jena/BGIteratorOS.java     |  22 ++-
 .../beakgraph/hdf5/jena/BGIteratorPOS.java    |  93 ++++++++----
 .../beakgraph/hdf5/jena/BGIteratorSO.java     |  54 +++----
 .../hdf5/jena/BGIteratorSPO_All.java          |  99 +++++++++----
 .../ebremer/beakgraph/hdf5/jena/BGReader.java |   6 +
 .../beakgraph/hdf5/jena/BindingBG.java        |  30 +++-
 .../beakgraph/hdf5/jena/BindingNodeId.java    |  52 +++++++
 .../beakgraph/hdf5/jena/OpExecutorBG.java     | 134 ++----------------
 .../hdf5/jena/QueryIterDictionary.java        |  25 ----
 .../hdf5/jena/SpatialIndexIterator.java       |  12 +-
 .../beakgraph/hdf5/readers/HDF5Reader.java    |  98 ++++++++++---
 .../readers/PositionalDictionaryReader.java   |   9 ++
 .../beakgraph/hdf5/writers/FCDWriter.java     |  12 +-
 .../writers/MultiTypeDictionaryWriter.java    |   3 +
 .../PositionalDictionaryWriterBuilder.java    |  51 ++++++-
 .../beakgraph/pool/BeakGraphPoolFactory.java  |  10 ++
 .../ebremer/beakgraph/turbo/Intersects.java   |  47 +++---
 .../com/ebremer/beakgraph/turbo/Spatial.java  |  14 +-
 .../ebremer/beakgraph/utils/ImageTools.java   |  19 ++-
 .../ebremer/halcyon/hilbert/HilbertSpace.java |  29 ++--
 .../core/fuseki/LWSStorageServletTest.java    |  38 +++++
 28 files changed, 735 insertions(+), 347 deletions(-)
 delete mode 100644 src/main/java/com/ebremer/beakgraph/hdf5/jena/QueryIterDictionary.java

diff --git a/src/main/java/com/ebremer/beakgraph/core/BGDatasetGraph.java b/src/main/java/com/ebremer/beakgraph/core/BGDatasetGraph.java
index 46e9bc3a..ad4d6b8d 100644
--- a/src/main/java/com/ebremer/beakgraph/core/BGDatasetGraph.java
+++ b/src/main/java/com/ebremer/beakgraph/core/BGDatasetGraph.java
@@ -1,8 +1,10 @@
 package com.ebremer.beakgraph.core;
 
 import com.ebremer.beakgraph.hdf5.jena.BindingNodeId;
+import com.ebremer.beakgraph.hdf5.jena.OpExecutorBG;
 import java.io.IOException;
 import java.util.ArrayList;
+import java.util.Collections;
 import java.util.Iterator;
 import java.util.List;
 import org.apache.commons.collections4.iterators.IteratorChain;
@@ -16,7 +18,11 @@
 import org.apache.jena.sparql.core.DatasetGraphBase;
 import org.apache.jena.sparql.core.Quad;
 import org.apache.jena.sparql.core.Var;
+import org.apache.jena.sparql.engine.main.QC;
+import org.apache.jena.sparql.pfunction.PropertyFunctionRegistry;
+import org.apache.jena.sparql.util.Context;
 import org.apache.jena.util.iterator.WrappedIterator;
+import org.apache.jena.vocabulary.RDFS;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
@@ -25,11 +31,43 @@
  * @author erich
  */
 public class BGDatasetGraph extends DatasetGraphBase {
-    private static final Logger logger = LoggerFactory.getLogger(BGDatasetGraph.class);        
+    private static final Logger logger = LoggerFactory.getLogger(BGDatasetGraph.class);
     private final BeakGraph bg;
-    
+    // Per-dataset execution wiring (the TDB pattern): the engine merges this context
+    // over the global ARQ context when a query runs against this dataset, so BG's
+    // OpExecutor and property-function scoping apply here and ONLY here - never to
+    // other datasets in the JVM.
+    private final Context context = Context.create();
+
+    /**
+     * The standard property-function registry minus rdfs:member. BG stores use
+     * rdfs:member as a plain stored predicate; Jena's container-membership property
+     * function would rewrite those patterns into rdf:_1/rdf:_2... lookups and answer
+     * nothing. Scoped here per dataset - the global registry is left untouched.
+     */
+    private static final class BGPropertyFunctions {
+        static final PropertyFunctionRegistry INSTANCE = build();
+        private static PropertyFunctionRegistry build() {
+            PropertyFunctionRegistry global = PropertyFunctionRegistry.get();
+            PropertyFunctionRegistry reg = new PropertyFunctionRegistry();
+            global.keys().forEachRemaining(uri -> {
+                if (!RDFS.member.getURI().equals(uri)) {
+                    reg.put(uri, global.get(uri));
+                }
+            });
+            return reg;
+        }
+    }
+
     public BGDatasetGraph(BeakGraph g) {
         this.bg = g;
+        QC.setFactory(context, OpExecutorBG.opExecFactoryBG);
+        PropertyFunctionRegistry.set(context, BGPropertyFunctions.INSTANCE);
+    }
+
+    @Override
+    public Context getContext() {
+        return context;
     }
     
     @Override
@@ -75,6 +113,12 @@ public Iterator<Node> listGraphNodes() {
     
     @Override
     public boolean containsGraph(Node graphNode) {
+        // The union and default graphs are synthetic names that never appear in
+        // the stored graphs list, but ARQ gates GRAPH <g> execution on this
+        // method - they must answer true here (the TDB convention).
+        if (Quad.isUnionGraph(graphNode) || Quad.isDefaultGraph(graphNode)) {
+            return true;
+        }
         return bg.getReader().containsGraph(graphNode);
     }
 
@@ -93,9 +137,23 @@ public Iterator<Quad> find(Node g, Node s, Node p, Node o) {
     
     @Override
     public Iterator<Quad> findNG(Node g, Node s, Node p, Node o) {
-        // Same logic as find, but specifically for Named Graphs.
-        // Since HDF5Reader includes all graphs in listGraphNodes, logic is identical.
-        return find(g, s, p, o);
+        // findNG matches NAMED graphs only - unlike find(ANY,...), the default
+        // graph's quads are excluded.
+        if (Quad.isUnionGraph(g)) {
+            return findInSpecificGraph(g, s, p, o); // read() handles the union semantics
+        }
+        if (g == null || Node.ANY.equals(g)) {
+            List<Iterator<Quad>> iterators = new ArrayList<>();
+            Iterator<Node> graphs = listGraphNodes();
+            while (graphs.hasNext()) {
+                iterators.add(findInSpecificGraph(graphs.next(), s, p, o));
+            }
+            return new IteratorChain<>(iterators);
+        }
+        if (Quad.isDefaultGraph(g)) {
+            return Collections.emptyIterator();
+        }
+        return findInSpecificGraph(g, s, p, o);
     }
 
     private Iterator<Quad> findInSpecificGraph(Node g, Node s, Node p, Node o) {
diff --git a/src/main/java/com/ebremer/beakgraph/core/BeakGraph.java b/src/main/java/com/ebremer/beakgraph/core/BeakGraph.java
index ee079526..713e98fa 100644
--- a/src/main/java/com/ebremer/beakgraph/core/BeakGraph.java
+++ b/src/main/java/com/ebremer/beakgraph/core/BeakGraph.java
@@ -1,8 +1,6 @@
 package com.ebremer.beakgraph.core;
 
 import com.ebremer.beakgraph.hdf5.jena.BGReader;
-import com.ebremer.beakgraph.hdf5.jena.OpExecutorBG;
-import com.ebremer.beakgraph.hdf5.jena.QueryEngineBeak;
 import com.ebremer.beakgraph.hdf5.jena.StageGeneratorDirectorBG;
 import com.ebremer.beakgraph.turbo.Spatial;
 import java.io.IOException;
@@ -17,7 +15,6 @@
 import org.apache.jena.shared.AddDeniedException;
 import org.apache.jena.shared.DeleteDeniedException;
 import org.apache.jena.sparql.core.Quad;
-import org.apache.jena.sparql.engine.main.QC;
 import org.apache.jena.sparql.engine.main.StageBuilder;
 import org.apache.jena.sparql.engine.main.StageGenerator;
 import org.apache.jena.sparql.engine.optimizer.reorder.ReorderLib;
@@ -37,6 +34,10 @@ public class BeakGraph extends GraphBase implements AutoCloseable {
     private static volatile boolean initialized = false ;
     private final Node namedgraph;
     private final BGReader reader;
+    // Whether this instance owns (and on close() must close) the reader. Named-graph
+    // views handed out by BGDatasetGraph.getGraph share the dataset's reader; closing
+    // such a view must not shut the storage under every other graph of the dataset.
+    private final boolean ownsReader;
     private static final Logger logger = LoggerFactory.getLogger(BeakGraph.class);
     private final URI uri;
     // Lazily-computed triple count for this graph. -1 = not yet computed; the graph
@@ -60,6 +61,7 @@ public BeakGraph(BGReader reader, URI uri, URI base) throws IOException {
         this.uri = uri;
         this.reader = reader;
         this.namedgraph = Quad.defaultGraphIRI;
+        this.ownsReader = true;
     }
     
     public BeakGraph(BGReader reader) throws IOException {
@@ -76,6 +78,7 @@ public BeakGraph(Node namedgraph, BGReader reader) throws IOException {
         this.uri = reader.getURI();
         this.reader = reader;
         this.namedgraph = namedgraph;
+        this.ownsReader = false; // a view over a reader owned by the dataset
     }
     
     private static void init() {
@@ -87,8 +90,12 @@ private static void init() {
                 return ;
             }
             initialized = true ;
-            QC.setFactory(ARQ.getContext(), OpExecutorBG.opExecFactoryBG);
-            QueryEngineBeak.register();
+            // The OpExecutor factory is wired per-dataset (BGDatasetGraph's own
+            // context), NOT into the global ARQ context: a global factory would
+            // change query execution for every other dataset in the JVM. Only the
+            // stage-generator director is global - the standard Jena pattern -
+            // because it dispatches on the active graph's type and delegates
+            // everything that is not a BeakGraph.
             wireIntoExecution() ;
         }
     }
@@ -99,6 +106,9 @@ public BGReader getReader() {
     
     @Override
     public void close() {
+        if (!ownsReader) {
+            return; // closing a named-graph view must not close the shared reader
+        }
         try {
             reader.close();
         } catch (Exception ex) {
diff --git a/src/main/java/com/ebremer/beakgraph/core/fuseki/BGSparqlService.java b/src/main/java/com/ebremer/beakgraph/core/fuseki/BGSparqlService.java
index 47e0cbf3..4dc2af51 100644
--- a/src/main/java/com/ebremer/beakgraph/core/fuseki/BGSparqlService.java
+++ b/src/main/java/com/ebremer/beakgraph/core/fuseki/BGSparqlService.java
@@ -5,6 +5,7 @@
 import java.io.IOException;
 import java.io.InputStream;
 import java.nio.charset.StandardCharsets;
+import java.util.concurrent.TimeUnit;
 import org.apache.jena.query.Dataset;
 import org.apache.jena.query.Query;
 import org.apache.jena.query.QueryExecution;
@@ -29,6 +30,20 @@
  */
 public final class BGSparqlService {
 
+    /** Maximum accepted SPARQL request body. Real queries are tiny; an unbounded
+     *  readAllBytes lets a single request allocate arbitrary heap. */
+    static final int MAX_QUERY_BODY_BYTES = 1 << 20; // 1 MiB
+
+    /** Hard wall-clock limit per query so one pathological query cannot pin the server. */
+    private static final long QUERY_TIMEOUT_SECONDS = 30;
+
+    /** Thrown when a POST body exceeds {@link #MAX_QUERY_BODY_BYTES}; callers map it to HTTP 413. */
+    public static final class QueryBodyTooLargeException extends IOException {
+        QueryBodyTooLargeException(String message) {
+            super(message);
+        }
+    }
+
     private BGSparqlService() {
     }
 
@@ -43,12 +58,21 @@ public static String extractQuery(HttpServletRequest req) throws IOException {
                 return req.getParameter("query");
             }
             try (InputStream in = req.getInputStream()) {
-                return new String(in.readAllBytes(), StandardCharsets.UTF_8);
+                return readBody(in, MAX_QUERY_BODY_BYTES);
             }
         }
         return null;
     }
 
+    /** Read at most {@code max} bytes as UTF-8; reject anything larger. */
+    static String readBody(InputStream in, int max) throws IOException {
+        byte[] body = in.readNBytes(max + 1);
+        if (body.length > max) {
+            throw new QueryBodyTooLargeException("SPARQL query body exceeds " + max + " bytes");
+        }
+        return new String(body, StandardCharsets.UTF_8);
+    }
+
     /**
      * Execute {@code queryStr} against {@code ds} and serialize the result,
      * resolving relative IRIs against {@code baseURI} (the URL/URI the data is
@@ -65,7 +89,8 @@ public static void execute(Dataset ds, String queryStr, String baseURI,
             Query execQuery = resolver.isActive()
                     ? QueryTransformOps.transform(query, resolver.absoluteToStorage())
                     : query;
-            try (QueryExecution qexec = QueryExecution.dataset(ds).query(execQuery).build()) {
+            try (QueryExecution qexec = QueryExecution.dataset(ds).query(execQuery)
+                    .timeout(QUERY_TIMEOUT_SECONDS, TimeUnit.SECONDS).build()) {
                 if (execQuery.isSelectType()) {
                     ResultSet rs = resolver.resolve(qexec.execSelect());
                     if (accept.contains("json")) {
diff --git a/src/main/java/com/ebremer/beakgraph/core/fuseki/LWSStorageServlet.java b/src/main/java/com/ebremer/beakgraph/core/fuseki/LWSStorageServlet.java
index 756f3adf..03860d7d 100644
--- a/src/main/java/com/ebremer/beakgraph/core/fuseki/LWSStorageServlet.java
+++ b/src/main/java/com/ebremer/beakgraph/core/fuseki/LWSStorageServlet.java
@@ -66,7 +66,13 @@ private boolean isSparqlRequest(HttpServletRequest req) {
       return "GET".equals(method) && req.getParameter("query") != null;
   }
     private void handleSparqlQuery(HttpServletRequest req, HttpServletResponse resp, Path h5File) throws IOException {
-        String queryStr = BGSparqlService.extractQuery(req);
+        String queryStr;
+        try {
+            queryStr = BGSparqlService.extractQuery(req);
+        } catch (BGSparqlService.QueryBodyTooLargeException e) {
+            resp.sendError(413, e.getMessage());
+            return;
+        }
         if (queryStr == null || queryStr.isBlank()) {
             resp.sendError(400, "No SPARQL query provided");
             return;
@@ -163,6 +169,45 @@ private static String writeJson(JsonObject obj) {
         return sw.toString();
     }
 
+    /**
+     * Minimal HTML escaping for text and attribute contexts. Request paths and
+     * on-disk filenames are attacker-influenced and end up in the container
+     * listing - unescaped they are a stored-XSS sink.
+     */
+    static String escapeHtml(String s) {
+        StringBuilder sb = new StringBuilder(s.length());
+        for (int i = 0; i < s.length(); i++) {
+            char c = s.charAt(i);
+            switch (c) {
+                case '&' -> sb.append("&amp;");
+                case '<' -> sb.append("&lt;");
+                case '>' -> sb.append("&gt;");
+                case '"' -> sb.append("&quot;");
+                case '\'' -> sb.append("&#39;");
+                default -> sb.append(c);
+            }
+        }
+        return sb.toString();
+    }
+
+    /** Percent-encode a path for use in an href (keeps '/', encodes spaces, quotes, etc.). */
+    static String encodeHref(String path) {
+        try {
+            return new java.net.URI(null, null, path, null).toASCIIString();
+        } catch (java.net.URISyntaxException e) {
+            return java.net.URLEncoder.encode(path, StandardCharsets.UTF_8);
+        }
+    }
+
+    /**
+     * Whether a statement object may be sent to clients. The metadata model links
+     * every resource to its on-disk location via {@code owl:sameAs <file:///...>};
+     * those server-local URIs must never leave the server.
+     */
+    static boolean exposableToClient(RDFNode obj) {
+        return !(obj.isURIResource() && obj.asResource().getURI().startsWith("file:"));
+    }
+
     /**
      * Resolve a request path against the storage root, rejecting anything that escapes it via "..",
      * an absolute path, etc. Returns null when {@code root} is null or the path would leave the root.
@@ -189,6 +234,8 @@ static Path resolveWithin(Path root, String reqPath) {
     }
     @Override
     protected void doGet(HttpServletRequest req, HttpServletResponse resp) throws IOException {
+        // Stop browsers from MIME-sniffing served content into something executable.
+        resp.setHeader("X-Content-Type-Options", "nosniff");
         String reqPath = req.getRequestURI();
         if (reqPath.startsWith("/")) reqPath = reqPath.substring(1);
         if (reqPath.endsWith("/")) reqPath = reqPath.substring(0, reqPath.length()-1);
@@ -205,7 +252,9 @@ protected void doGet(HttpServletRequest req, HttpServletResponse resp) throws IO
         if (reqPath.equals("description")) {
             resp.setContentType("application/ld+json");
             resp.setHeader("Link", "<" + BASE + "description>; rel=\"storageDescription\"");
-            resp.setHeader("Link", "<" + getLinksetURI(BASE + "description") + ">; rel=\"linkset\"; type=\"application/linkset+json\"");
+            // addHeader, not setHeader: a second setHeader replaces the first Link
+            // header, which silently dropped the storageDescription link.
+            resp.addHeader("Link", "<" + getLinksetURI(BASE + "description") + ">; rel=\"linkset\"; type=\"application/linkset+json\"");
             resp.setHeader("Vary", "Accept");
             resp.getWriter().write(descriptionJson(BASE));
             return;
@@ -240,10 +289,13 @@ && isHDF5(h5Candidate) && isSparqlRequest(req)) {
         boolean wantJson = (accept.contains("ld+json") || accept.contains("json")) || forceJsonLd;
         if (isContainer && wantHtml) {
             resp.setContentType("text/html; charset=utf-8");
+            // The request path and item names come from the URL / the filesystem;
+            // escape them for HTML and percent-encode hrefs (stored-XSS sink).
+            String safePath = escapeHtml(reqPath);
             try (PrintWriter out = resp.getWriter()) {
-                out.println("<!DOCTYPE html><html><head><meta charset=\"utf-8\"><title>LWS Storage – /" + (reqPath.isEmpty() ? "" : reqPath) + "</title>");
+                out.println("<!DOCTYPE html><html><head><meta charset=\"utf-8\"><title>LWS Storage – /" + safePath + "</title>");
                 out.println("<style>body{font-family:sans-serif;margin:40px} ul{list-style:none;padding:0} a{color:#0066cc}</style></head><body>");
-                out.println("<h1><img src=\"/sparql/beakgraph.png\" width=\"100\"> Linked Web Storage: /" + (reqPath.isEmpty() ? "" : reqPath) + "</h1>");
+                out.println("<h1><img src=\"/sparql/beakgraph.png\" width=\"100\"> Linked Web Storage: /" + safePath + "</h1>");
                 out.println("<p><a href=\"" + BASE + "description\">Storage Description</a> | ");
                 out.println("<a href=\"?format=turtle\">Turtle</a> | <a href=\"?format=jsonld\">JSON-LD</a> | ");
                 out.println("<a href=\"/sparql/index.html\" target=\"_blank\">SPARQL Endpoint</a></p><hr>");
@@ -256,7 +308,8 @@ && isHDF5(h5Candidate) && isSparqlRequest(req)) {
                         String name = item.getURI().substring(HTTP_ROOT.length());
                         if (name.isEmpty()) name = "(root)";
                         String link = name.startsWith("/") ? name : "/" + name;
-                        out.printf("<li><a href=\"%s\">%s</a></li>%n", link, name);
+                        out.printf("<li><a href=\"%s\">%s</a></li>%n",
+                                escapeHtml(encodeHref(link)), escapeHtml(name));
                     }
                     out.println("</ul>");
                 }
@@ -269,6 +322,7 @@ && isHDF5(h5Candidate) && isSparqlRequest(req)) {
             Resource httpR = out.createResource(BASE + (reqPath.isEmpty() ? "" : reqPath));
             r.listProperties().forEachRemaining(s -> {
                 RDFNode obj = s.getObject();
+                if (!exposableToClient(obj)) return; // never leak file:/// server paths
                 if (obj.isResource() && obj.asResource().getURI() != null && obj.asResource().getURI().startsWith(HTTP_ROOT)) {
                     String newURI = BASE + obj.asResource().getURI().substring(HTTP_ROOT.length());
                     httpR.addProperty(s.getPredicate(), out.createResource(newURI));
@@ -295,7 +349,11 @@ && isHDF5(h5Candidate) && isSparqlRequest(req)) {
                     int startIdx = (int) start;
                     List<Resource> paged = items.subList(startIdx, Math.min(startIdx+size, total));
                     Resource pageR = out.createResource(BASE + (reqPath.isEmpty() ? "" : reqPath) + (reqPath.isEmpty() ? "" : "/") + "?page=" + page);
-                    r.listProperties().forEachRemaining(s -> { if (!s.getPredicate().equals(LWS_ITEMS)) pageR.addProperty(s.getPredicate(), s.getObject()); });
+                    r.listProperties().forEachRemaining(s -> {
+                        if (!s.getPredicate().equals(LWS_ITEMS) && exposableToClient(s.getObject())) {
+                            pageR.addProperty(s.getPredicate(), s.getObject());
+                        }
+                    });
                     pageR.addProperty(RDF.type, LWS.ContainerPage);
                     pageR.addProperty(ResourceFactory.createProperty("https://www.w3.org/ns/activitystreams#first"), BASE + (reqPath.isEmpty() ? "" : reqPath) + "?page=1");
                     int pages = (total + size - 1) / size;
@@ -307,6 +365,7 @@ && isHDF5(h5Candidate) && isSparqlRequest(req)) {
                         pageR.addProperty(LWS_ITEMS, out.createResource(itHttp));
                         it.listProperties().forEachRemaining(st -> {
                             RDFNode obj = st.getObject();
+                            if (!exposableToClient(obj)) return; // never leak file:/// server paths
                             if (obj.isResource() && obj.asResource().getURI() != null && obj.asResource().getURI().startsWith(HTTP_ROOT)) {
                                 String newURI = BASE + obj.asResource().getURI().substring(HTTP_ROOT.length());
                                 out.getResource(itHttp).addProperty(st.getPredicate(), out.createResource(newURI));
@@ -320,6 +379,7 @@ && isHDF5(h5Candidate) && isSparqlRequest(req)) {
                         String itHttp = BASE + it.getURI().substring(HTTP_ROOT.length());
                         it.listProperties().forEachRemaining(st -> {
                             RDFNode obj = st.getObject();
+                            if (!exposableToClient(obj)) return; // never leak file:/// server paths
                             if (obj.isResource() && obj.asResource().getURI() != null && obj.asResource().getURI().startsWith(HTTP_ROOT)) {
                                 String newURI = BASE + obj.asResource().getURI().substring(HTTP_ROOT.length());
                                 out.getResource(itHttp).addProperty(st.getPredicate(), out.createResource(newURI));
@@ -351,11 +411,16 @@ && isHDF5(h5Candidate) && isSparqlRequest(req)) {
             if (media == null) media = "application/octet-stream";
         }
         resp.setContentType(media);
+        // Stored bytes are served as a download: with nosniff above, this keeps an
+        // HTML/SVG file someone placed under the root from rendering in this origin.
+        String filename = localFile.getFileName().toString().replace("\"", "");
+        resp.setHeader("Content-Disposition", "attachment; filename=\"" + filename + "\"");
         resp.setContentLengthLong(Files.size(localFile));
         Files.copy(localFile, resp.getOutputStream());
     }
     @Override
     protected void doPost(HttpServletRequest req, HttpServletResponse resp) throws IOException {
+        resp.setHeader("X-Content-Type-Options", "nosniff");
         logger.info("LWS {} {} ct={} query-param={} bodyLen={}",
         req.getMethod(), req.getRequestURI(), req.getContentType(),
         req.getParameter("query") != null, req.getContentLengthLong());
diff --git a/src/main/java/com/ebremer/beakgraph/core/fuseki/SPARQLEndPoint.java b/src/main/java/com/ebremer/beakgraph/core/fuseki/SPARQLEndPoint.java
index 6bb1aff8..a83c6919 100644
--- a/src/main/java/com/ebremer/beakgraph/core/fuseki/SPARQLEndPoint.java
+++ b/src/main/java/com/ebremer/beakgraph/core/fuseki/SPARQLEndPoint.java
@@ -235,7 +235,13 @@ private static class HDF5SparqlServlet extends HttpServlet {
         }
 
         private void handle(HttpServletRequest req, HttpServletResponse resp) throws IOException {
-            String queryStr = BGSparqlService.extractQuery(req);
+            String queryStr;
+            try {
+                queryStr = BGSparqlService.extractQuery(req);
+            } catch (BGSparqlService.QueryBodyTooLargeException e) {
+                resp.sendError(413, e.getMessage());
+                return;
+            }
             if (queryStr == null || queryStr.isBlank()) {
                 resp.sendError(400, "No SPARQL query provided");
                 return;
diff --git a/src/main/java/com/ebremer/beakgraph/features/MajorMinor.java b/src/main/java/com/ebremer/beakgraph/features/MajorMinor.java
index cf613845..8ffd2b7e 100644
--- a/src/main/java/com/ebremer/beakgraph/features/MajorMinor.java
+++ b/src/main/java/com/ebremer/beakgraph/features/MajorMinor.java
@@ -2,6 +2,7 @@
 import com.ebremer.ns.GEO;
 import com.ebremer.ns.HAL;
 import java.util.ArrayList;
+import java.util.Locale;
 import org.apache.jena.datatypes.RDFDatatype;
 import org.apache.jena.graph.Node;
 import org.apache.jena.graph.NodeFactory;
@@ -58,11 +59,12 @@ public static void add(Resource f, String wkt) {
             double ay = majorlen / 2 * v0.get(1);
             double bx = minorlen / 2 * v1.get(0);
             double by = minorlen / 2 * v1.get(1);
-            // WKT strings
-            String centroidWKT = String.format("POINT(%.4f %.4f)", mx, my);
-            String majorWKT = String.format("LINESTRING(%.4f %.4f, %.4f %.4f)",
+            // WKT strings: Locale.ROOT so the decimal separator is always '.',
+            // not the default locale's (e.g. ',' on de_DE, which is invalid WKT).
+            String centroidWKT = String.format(Locale.ROOT, "POINT(%.4f %.4f)", mx, my);
+            String majorWKT = String.format(Locale.ROOT, "LINESTRING(%.4f %.4f, %.4f %.4f)",
                     mx - ax, my - ay, mx + ax, my + ay);
-            String minorWKT = String.format("LINESTRING(%.4f %.4f, %.4f %.4f)",
+            String minorWKT = String.format(Locale.ROOT, "LINESTRING(%.4f %.4f, %.4f %.4f)",
                     mx - bx, my - by, mx + bx, my + by);
             // add to the feature
             f.addProperty(HAL.centroid, f.getModel().createTypedLiteral(centroidWKT, GEO.wktLiteral.getURI()));
@@ -107,9 +109,10 @@ public static void add(ArrayList<Quad> quads, Node f, String wkt) {
             double ay = majorlen / 2 * v0.get(1);
             double bx = minorlen / 2 * v1.get(0);
             double by = minorlen / 2 * v1.get(1);
-            String centroidWKT = String.format("POINT(%.4f %.4f)", mx, my);
-            String majorWKT = String.format("LINESTRING(%.4f %.4f, %.4f %.4f)", mx - ax, my - ay, mx + ax, my + ay);
-            String minorWKT = String.format("LINESTRING(%.4f %.4f, %.4f %.4f)", mx - bx, my - by, mx + bx, my + by);
+            // Locale.ROOT: see the WKT note in the Resource overload above.
+            String centroidWKT = String.format(Locale.ROOT, "POINT(%.4f %.4f)", mx, my);
+            String majorWKT = String.format(Locale.ROOT, "LINESTRING(%.4f %.4f, %.4f %.4f)", mx - ax, my - ay, mx + ax, my + ay);
+            String minorWKT = String.format(Locale.ROOT, "LINESTRING(%.4f %.4f, %.4f %.4f)", mx - bx, my - by, mx + bx, my + by);
             Node graph = Quad.defaultGraphIRI;
             RDFDatatype wktDT = NodeFactory.getType(GEO.wktLiteral.getURI());
             quads.add(Quad.create(graph, f, HAL.centroid.asNode(), NodeFactory.createLiteralDT(centroidWKT, wktDT)));
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/jena/BGIteratorMaster.java b/src/main/java/com/ebremer/beakgraph/hdf5/jena/BGIteratorMaster.java
index ab204038..a42a7de4 100644
--- a/src/main/java/com/ebremer/beakgraph/hdf5/jena/BGIteratorMaster.java
+++ b/src/main/java/com/ebremer/beakgraph/hdf5/jena/BGIteratorMaster.java
@@ -72,7 +72,11 @@ public BGIteratorMaster(HDF5Reader reader, PositionalDictionaryReader dict, Bind
                 Iterator<BindingNodeId> sub = new BGIteratorMaster(reader, dict, bnid,
                         new Quad(n, quad.getSubject(), quad.getPredicate(), quad.getObject()), filter, nodeTable);
                 NodeId gId = new NodeId(dict.getGraphs().locate(n), NodeType.GRAPH);
-                its.add(Iter.map(sub, b -> { b.put(gVar, gId); return b; }));
+                // The graph variable may also occur inside the pattern (e.g.
+                // GRAPH ?g { ?g ?p ?o }); a row whose pattern binding conflicts
+                // with this graph must be dropped, not silently kept.
+                its.add(Iter.removeNulls(Iter.map(sub,
+                        b -> b.putCompatible(gVar, gId, nodeTable) ? b : null)));
             });
         }
         chain = new IteratorChain<>(its);
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/jena/BGIteratorOS.java b/src/main/java/com/ebremer/beakgraph/hdf5/jena/BGIteratorOS.java
index 0bc7ce65..c19483ec 100644
--- a/src/main/java/com/ebremer/beakgraph/hdf5/jena/BGIteratorOS.java
+++ b/src/main/java/com/ebremer/beakgraph/hdf5/jena/BGIteratorOS.java
@@ -181,28 +181,24 @@ private String flipOp(String op) {
 
     private void applyBound(Var var, String op, Node value, PositionalDictionaryReader dict, Quad quad) {
         if (!var.equals(quad.getSubject())) return;
-        long rawResult = dict.getSubjects().search(value);
-        long id = (rawResult >= 0) ? rawResult : -rawResult - 1;
-        boolean found = (rawResult >= 0);
+        // Snap the bound to the edges of the whole value-equal cluster (degenerates
+        // to the plain insertion point for non-literal constants); see ValueCluster.
+        long[] c = ValueCluster.of(dict.getSubjects(), value);
         switch (op) {
             case ">" -> {
-                 long target = found ? id + 1 : id;
+                 long target = c[1] + 1;
                  if (Long.compareUnsigned(target, minSubId) > 0) minSubId = target;
             }
             case ">=" -> {
-                 if (Long.compareUnsigned(id, minSubId) > 0) minSubId = id;
+                 if (Long.compareUnsigned(c[0], minSubId) > 0) minSubId = c[0];
             }
             case "<" -> {
-                 if (id <= 1) { maxSubId = 0; minSubId = 1; } else {
-                     long target = id - 1;
-                     if (Long.compareUnsigned(target, maxSubId) < 0) maxSubId = target;
-                 }
+                 long target = c[0] - 1;
+                 if (Long.compareUnsigned(target, maxSubId) < 0) maxSubId = target;
             }
             case "<=" -> {
-                 long target = found ? id : id - 1;
-                 if (id <= 1 && !found) { maxSubId = 0; minSubId = 1; } else {
-                     if (Long.compareUnsigned(target, maxSubId) < 0) maxSubId = target;
-                 }
+                 long target = c[1];
+                 if (Long.compareUnsigned(target, maxSubId) < 0) maxSubId = target;
             }
         }
     }
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/jena/BGIteratorPOS.java b/src/main/java/com/ebremer/beakgraph/hdf5/jena/BGIteratorPOS.java
index 20a4b2fb..2b824020 100644
--- a/src/main/java/com/ebremer/beakgraph/hdf5/jena/BGIteratorPOS.java
+++ b/src/main/java/com/ebremer/beakgraph/hdf5/jena/BGIteratorPOS.java
@@ -32,11 +32,13 @@ public class BGIteratorPOS implements Iterator<BindingNodeId> {
     private long maxObjId = Long.MAX_VALUE;
     private boolean hasNext = false;
     private PositionalDictionaryReader dict;
+    private final NodeTable nodeTable;
 
     public BGIteratorPOS(PositionalDictionaryReader dict, IndexReader reader, BindingNodeId bnid, Quad quad, ExprList filter, NodeTable nodeTable) {
         this.parentBinding = bnid;
         this.queryQuad = quad;
         this.dict = dict;
+        this.nodeTable = nodeTable;
         
         this.Bp = reader.getBitmapBuffer('P'); 
         this.Sp = reader.getIDBuffer('P');     
@@ -91,8 +93,11 @@ public BGIteratorPOS(PositionalDictionaryReader dict, IndexReader reader, Bindin
         if (rawOStart == -1 || rawOStart > rawOEnd) return;
 
         // C. APPLY FILTER: Narrow the Object Range using Binary Search
+        // upperBound already returns the last index whose value is <= maxObjId
+        // (inclusive), so it is used as oEnd directly - subtracting 1 dropped the
+        // boundary object group from FILTER(?o <= X) results.
         this.oStart = (minObjId <= 0) ? rawOStart : So.lowerBound(rawOStart, rawOEnd, minObjId);
-        this.oEnd = (maxObjId == Long.MAX_VALUE) ? rawOEnd : So.upperBound(rawOStart, rawOEnd, maxObjId) - 1;
+        this.oEnd = (maxObjId == Long.MAX_VALUE) ? rawOEnd : So.upperBound(rawOStart, rawOEnd, maxObjId);
 
         if (oStart > oEnd || oStart < 0) return;
         
@@ -154,31 +159,26 @@ private String flipOp(String op) {
 
     private void applyBound(Var var, String op, Node value, PositionalDictionaryReader dict, Quad quad) {
         if (!var.equals(quad.getObject())) return;
-        long rawResult = dict.getObjects().search(value);
-        long id = (rawResult >= 0) ? rawResult : -rawResult - 1;
-        boolean found = (rawResult >= 0);
-        
+        // Snap the bound to the edges of the whole value-equal cluster: value-equal
+        // but term-distinct literals ("5"^^xsd:int vs "5"^^xsd:integer) occupy
+        // adjacent distinct ids, and the raw exact-term insertion point can land
+        // inside that cluster, silently dropping qualifying boundary rows.
+        long[] c = ValueCluster.of(dict.getObjects(), value);
         switch (op) {
             case ">" -> {
-                 long target = found ? id + 1 : id;
+                 long target = c[1] + 1;
                  if (Long.compareUnsigned(target, minObjId) > 0) minObjId = target;
             }
             case ">=" -> {
-                 if (Long.compareUnsigned(id, minObjId) > 0) minObjId = id;
+                 if (Long.compareUnsigned(c[0], minObjId) > 0) minObjId = c[0];
             }
             case "<" -> {
-                 if (id == 0) { maxObjId = 0; minObjId = 1; } 
-                 else {
-                     long target = id - 1;
-                     if (Long.compareUnsigned(target, maxObjId) < 0) maxObjId = target;
-                 }
+                 long target = c[0] - 1;
+                 if (Long.compareUnsigned(target, maxObjId) < 0) maxObjId = target;
             }
             case "<=" -> {
-                 long target = found ? id : id - 1;
-                 if (id == 0 && !found) { maxObjId = 0; minObjId = 1; } 
-                 else {
-                     if (Long.compareUnsigned(target, maxObjId) < 0) maxObjId = target;
-                 }
+                 long target = c[1];
+                 if (Long.compareUnsigned(target, maxObjId) < 0) maxObjId = target;
             }
         }
     }
@@ -190,25 +190,56 @@ private long select1Safe(HDTBitmapDirectory dir, BitPackedUnSignedLongBuffer fal
         return (dir != null) ? dir.select1(rank) : fallback.select1(rank);
     }
 
+    // Look-ahead: the next deliverable row, or null. Rows whose repeated-variable
+    // bindings conflict are skipped here, so hasNext() only answers true when
+    // next() really has a row to return.
+    private BindingNodeId pending = null;
+    private boolean primed = false;
+
+    /**
+     * Builds the next row whose bindings are all compatible. A variable repeated in
+     * the pattern (e.g. ?x <p> ?x as subject and object) must bind to the same term
+     * in both positions; putCompatible reports the conflict and the row is skipped
+     * rather than emitted with the first value.
+     */
+    private BindingNodeId computeNext() {
+        while (hasNext) {
+            BindingNodeId result = new BindingNodeId(this.parentBinding);
+            long currentObjectId = So.get(curOIndex);
+            long currentSubjectId = Ss.get(curSIndex);
+            boolean ok = true;
+            if (queryQuad.getObject().isVariable()) {
+                ok = result.putCompatible(Var.alloc(queryQuad.getObject()), new NodeId(currentObjectId, NodeType.OBJECT), nodeTable);
+            }
+            if (ok && queryQuad.getSubject().isVariable()) {
+                ok = result.putCompatible(Var.alloc(queryQuad.getSubject()), new NodeId(currentSubjectId, NodeType.SUBJECT), nodeTable);
+            }
+            curSIndex++;
+            advanceToNextValid();
+            if (ok) return result;
+        }
+        return null;
+    }
+
+    private void prime() {
+        if (!primed) {
+            primed = true;
+            pending = computeNext();
+        }
+    }
+
     @Override
     public boolean hasNext() {
-        return hasNext;
+        prime();
+        return pending != null;
     }
 
     @Override
     public BindingNodeId next() {
-        if (!hasNext) throw new NoSuchElementException();
-        BindingNodeId result = new BindingNodeId(this.parentBinding);
-        long currentObjectId = So.get(curOIndex);
-        long currentSubjectId = Ss.get(curSIndex);
-        if (queryQuad.getObject().isVariable()) {
-            result.put(Var.alloc(queryQuad.getObject()), new NodeId(currentObjectId, NodeType.OBJECT));
-        }
-        if (queryQuad.getSubject().isVariable()) {
-            result.put(Var.alloc(queryQuad.getSubject()), new NodeId(currentSubjectId, NodeType.SUBJECT));
-        }
-        curSIndex++;
-        advanceToNextValid();
-        return result;
+        prime();
+        if (pending == null) throw new NoSuchElementException();
+        BindingNodeId r = pending;
+        pending = computeNext();
+        return r;
     }
 }
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/jena/BGIteratorSO.java b/src/main/java/com/ebremer/beakgraph/hdf5/jena/BGIteratorSO.java
index a9bab5ea..1bc1c990 100644
--- a/src/main/java/com/ebremer/beakgraph/hdf5/jena/BGIteratorSO.java
+++ b/src/main/java/com/ebremer/beakgraph/hdf5/jena/BGIteratorSO.java
@@ -95,24 +95,32 @@ public BGIteratorSO(PositionalDictionaryReader dict, IndexReader reader, Binding
         if (rawOStart == -1 || rawOStart > rawOEnd) return;
 
         // D. Apply Specific Object Bound or Range Filters
-        long specificObjId = resolveNode(quad.getObject(), dict.getObjects(), bnid);
+        // Distinguish "object is an unbound variable" from "object is a concrete
+        // term (or bound variable)": resolveNode returns -1 for both an unbound
+        // variable and a term missing from the dictionary, and a missing term must
+        // yield no match - not a full range scan (which fabricated phantom rows,
+        // e.g. ASK with a non-existent object answered true).
+        Node oNode = quad.getObject();
+        boolean oUnbound = oNode.isVariable() && (bnid == null || !bnid.containsKey(Var.alloc(oNode)));
+
+        if (oUnbound) {
+            // Case: Object is a variable, apply min/max ID range filters
+            this.i = (minObjId <= 0) ? rawOStart : So.lowerBound(rawOStart, rawOEnd, minObjId);
+            this.j = (maxObjId == Long.MAX_VALUE) ? rawOEnd : So.upperBound(rawOStart, rawOEnd, maxObjId);
 
-        if (specificObjId > 0) {
+            if (this.i != -1 && this.i <= this.j) {
+                this.hasNext = true;
+            }
+        } else {
             // Case: Object is bound (e.g., G, S, P, O are all known, just checking existence)
+            long specificObjId = resolveNode(oNode, dict.getObjects(), bnid);
+            if (specificObjId < 1) return; // concrete term absent from this store -> no match
             long foundIdx = So.binarySearch(rawOStart, rawOEnd, specificObjId);
             if (foundIdx >= 0) {
                 this.i = foundIdx;
                 this.j = foundIdx;
                 this.hasNext = true;
             }
-        } else {
-            // Case: Object is a variable, apply min/max ID range filters
-            this.i = (minObjId <= 0) ? rawOStart : So.lowerBound(rawOStart, rawOEnd, minObjId);
-            this.j = (maxObjId == Long.MAX_VALUE) ? rawOEnd : So.upperBound(rawOStart, rawOEnd, maxObjId);
-            
-            if (this.i != -1 && this.i <= this.j) {
-                this.hasNext = true;
-            }
         }
     }
 
@@ -157,30 +165,26 @@ private String flipOp(String op) {
 
     private void applyBound(Var var, String op, Node value, PositionalDictionaryReader dict, Quad quad) {
         if (!var.equals(quad.getObject())) return;
-        long rawResult = dict.getObjects().search(value);
-        long id = (rawResult >= 0) ? rawResult : -rawResult - 1;
-        boolean found = (rawResult >= 0);
+        // Snap the bound to the edges of the whole value-equal cluster: value-equal
+        // but term-distinct literals ("5"^^xsd:int vs "5"^^xsd:integer) occupy
+        // adjacent distinct ids, and the raw exact-term insertion point can land
+        // inside that cluster, silently dropping qualifying boundary rows.
+        long[] c = ValueCluster.of(dict.getObjects(), value);
         switch (op) {
             case ">" -> {
-                long target = found ? id + 1 : id;
+                long target = c[1] + 1;
                 if (Long.compareUnsigned(target, minObjId) > 0) minObjId = target;
             }
             case ">=" -> {
-                if (Long.compareUnsigned(id, minObjId) > 0) minObjId = id;
+                if (Long.compareUnsigned(c[0], minObjId) > 0) minObjId = c[0];
             }
             case "<" -> {
-                if (id == 0) { maxObjId = 0; minObjId = 1; } 
-                else {
-                    long target = id - 1;
-                    if (Long.compareUnsigned(target, maxObjId) < 0) maxObjId = target;
-                }
+                long target = c[0] - 1;
+                if (Long.compareUnsigned(target, maxObjId) < 0) maxObjId = target;
             }
             case "<=" -> {
-                long target = found ? id : id - 1;
-                if (id == 0 && !found) { maxObjId = 0; minObjId = 1; } 
-                else {
-                    if (Long.compareUnsigned(target, maxObjId) < 0) maxObjId = target;
-                }
+                long target = c[1];
+                if (Long.compareUnsigned(target, maxObjId) < 0) maxObjId = target;
             }
         }
     }
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/jena/BGIteratorSPO_All.java b/src/main/java/com/ebremer/beakgraph/hdf5/jena/BGIteratorSPO_All.java
index 257bb5a6..73287347 100644
--- a/src/main/java/com/ebremer/beakgraph/hdf5/jena/BGIteratorSPO_All.java
+++ b/src/main/java/com/ebremer/beakgraph/hdf5/jena/BGIteratorSPO_All.java
@@ -31,15 +31,20 @@ public class BGIteratorSPO_All implements Iterator<BindingNodeId> {
     private long resS, resP, resO;
     private final long gi; 
     private boolean hasNext = false;
-    private long minSubId = 0, maxSubId = Long.MAX_VALUE;
+    // minSubId starts at 1, not 0: real subject ids are 1-based, and the writer pads
+    // empty graph blocks with (S=0,P=0,O=0) dummy rows. Starting at 0 leaked those
+    // padding rows as phantom bindings (and extract(0) throws on materialization).
+    private long minSubId = 1, maxSubId = Long.MAX_VALUE;
     private long minPid = 0, maxPid = Long.MAX_VALUE;
     private long minObjId = 0, maxObjId = Long.MAX_VALUE;
     private final PositionalDictionaryReader dict;
+    private final NodeTable nodeTable;
 
     public BGIteratorSPO_All(PositionalDictionaryReader dict, IndexReader reader, BindingNodeId bnid, Quad quad, ExprList filter, NodeTable nodeTable) {
         this.parentBinding = bnid;
         this.queryQuad = quad;
         this.dict = dict;
+        this.nodeTable = nodeTable;
         this.Bs = reader.getBitmapBuffer('S');
         this.Ss = reader.getIDBuffer('S');
         this.Bp = reader.getBitmapBuffer('P');
@@ -261,22 +266,22 @@ private String flipOp(String op) {
     }
 
     private void applyBound(Var var, String op, Node value, PositionalDictionaryReader dict, Quad quad) {
-        int type; 
+        int type;
         if (var.equals(quad.getSubject())) type = 1;
         else if (var.equals(quad.getPredicate())) type = 2;
         else if (var.equals(quad.getObject())) type = 3;
         else return;
 
-        long rawResult;
-        rawResult = switch (type) {
-            case 1 -> dict.getSubjects().search(value);
-            case 2 -> dict.getPredicates().search(value);
-            default -> dict.getObjects().search(value);
+        // Snap the bound to the edges of the whole value-equal cluster: value-equal
+        // but term-distinct literals ("5"^^xsd:int vs "5"^^xsd:integer) occupy
+        // adjacent distinct ids, and the raw exact-term insertion point can land
+        // inside that cluster, silently dropping qualifying boundary rows.
+        long[] c = switch (type) {
+            case 1 -> ValueCluster.of(dict.getSubjects(), value);
+            case 2 -> ValueCluster.of(dict.getPredicates(), value);
+            default -> ValueCluster.of(dict.getObjects(), value);
         };
 
-        long id = (rawResult >= 0) ? rawResult : -rawResult - 1;
-        boolean found = (rawResult >= 0);
-
         long min, max;
         switch (type) {
             case 1 -> { min = minSubId; max = maxSubId; }
@@ -285,10 +290,10 @@ private void applyBound(Var var, String op, Node value, PositionalDictionaryRead
         }
 
         switch (op) {
-            case ">" -> min = Math.max(min, found ? id + 1 : id);
-            case ">=" -> min = Math.max(min, id);
-            case "<" -> max = Math.min(max, id - 1);
-            case "<=" -> max = Math.min(max, id);
+            case ">" -> min = Math.max(min, c[1] + 1);
+            case ">=" -> min = Math.max(min, c[0]);
+            case "<" -> max = Math.min(max, c[0] - 1);
+            case "<=" -> max = Math.min(max, c[1]);
         }
 
         switch (type) {
@@ -298,28 +303,60 @@ private void applyBound(Var var, String op, Node value, PositionalDictionaryRead
         }
     }
 
+    // Look-ahead: the next deliverable row, or null. Rows whose repeated-variable
+    // bindings conflict are skipped here, so hasNext() only answers true when
+    // next() really has a row to return.
+    private BindingNodeId pending = null;
+    private boolean primed = false;
+
+    /**
+     * Builds the next row whose bindings are all compatible. A variable repeated in
+     * the pattern (?s ?p ?s, ?x ?x ?o, ...) must bind to the same term in every
+     * position it occupies; putCompatible reports a conflict and the row is skipped
+     * rather than emitted with the first value. (Subject/object vs predicate repeats
+     * span two id-spaces - putCompatible resolves those through the node table.)
+     */
+    private BindingNodeId computeNext() {
+        while (hasNext) {
+            BindingNodeId result = new BindingNodeId(parentBinding);
+            boolean ok = true;
+            if (queryQuad.getGraph().isVariable()) {
+                ok = result.putCompatible(Var.alloc(queryQuad.getGraph()), new NodeId(gi, NodeType.GRAPH), nodeTable);
+            }
+            if (ok && queryQuad.getSubject().isVariable()) {
+                ok = result.putCompatible(Var.alloc(queryQuad.getSubject()), new NodeId(resS, NodeType.SUBJECT), nodeTable);
+            }
+            if (ok && queryQuad.getPredicate().isVariable()) {
+                ok = result.putCompatible(Var.alloc(queryQuad.getPredicate()), new NodeId(resP, NodeType.PREDICATE), nodeTable);
+            }
+            if (ok && queryQuad.getObject().isVariable()) {
+                ok = result.putCompatible(Var.alloc(queryQuad.getObject()), new NodeId(resO, NodeType.OBJECT), nodeTable);
+            }
+            advance();
+            if (ok) return result;
+        }
+        return null;
+    }
+
+    private void prime() {
+        if (!primed) {
+            primed = true;
+            pending = computeNext();
+        }
+    }
+
     @Override
     public boolean hasNext() {
-        return hasNext;
+        prime();
+        return pending != null;
     }
 
     @Override
     public BindingNodeId next() {
-        if (!hasNext) throw new NoSuchElementException();
-        BindingNodeId result = new BindingNodeId(parentBinding);        
-        if (queryQuad.getGraph().isVariable()) {
-            result.put(Var.alloc(queryQuad.getGraph()), new NodeId(gi, NodeType.GRAPH));
-        }
-        if (queryQuad.getSubject().isVariable()) {
-            result.put(Var.alloc(queryQuad.getSubject()), new NodeId(resS, NodeType.SUBJECT));
-        }
-        if (queryQuad.getPredicate().isVariable()) {
-            result.put(Var.alloc(queryQuad.getPredicate()), new NodeId(resP, NodeType.PREDICATE));
-        }
-        if (queryQuad.getObject().isVariable()) {
-            result.put(Var.alloc(queryQuad.getObject()), new NodeId(resO, NodeType.OBJECT));
-        }
-        advance(); 
-        return result;
+        prime();
+        if (pending == null) throw new NoSuchElementException();
+        BindingNodeId r = pending;
+        pending = computeNext();
+        return r;
     }
 }
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/jena/BGReader.java b/src/main/java/com/ebremer/beakgraph/hdf5/jena/BGReader.java
index 79d80895..ef5a4c07 100644
--- a/src/main/java/com/ebremer/beakgraph/hdf5/jena/BGReader.java
+++ b/src/main/java/com/ebremer/beakgraph/hdf5/jena/BGReader.java
@@ -25,4 +25,10 @@ public interface BGReader extends AutoCloseable {
     public Stream<Quad> streamQuads();
     public boolean containsGraph(Node graphNode);
     public URI getURI();
+
+    /**
+     * Whether this reader is still usable. Pool validation uses this to evict
+     * instances whose underlying storage has been closed.
+     */
+    public default boolean isOpen() { return true; }
 }
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/jena/BindingBG.java b/src/main/java/com/ebremer/beakgraph/hdf5/jena/BindingBG.java
index 018fd732..472e7c2c 100644
--- a/src/main/java/com/ebremer/beakgraph/hdf5/jena/BindingBG.java
+++ b/src/main/java/com/ebremer/beakgraph/hdf5/jena/BindingBG.java
@@ -6,6 +6,7 @@
 import org.apache.jena.sparql.core.Var;
 import org.apache.jena.sparql.engine.binding.Binding;
 import org.apache.jena.sparql.engine.binding.BindingBase;
+import org.apache.jena.sparql.engine.binding.BindingBuilder;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
@@ -63,8 +64,35 @@ protected boolean contains1(Var var) {
         return idBinding.containsKey(var);
     }
 
+    /**
+     * Detaching must materialize the NodeId-backed bindings into plain nodes:
+     * Jena detaches bindings it copies or spills beyond the execution that
+     * created them, and a detached binding must not keep resolving lazily
+     * against this graph's reader (which may be closed by then). Both detach
+     * paths are overridden - the default "original parent" path would return
+     * {@code this}, still reader-backed.
+     */
     @Override
     protected Binding detachWithNewParent(Binding newParent) {
-        throw new UnsupportedOperationException("Not supported yet.");
+        return materialize(newParent);
+    }
+
+    @Override
+    protected Binding detachWithOriginalParent() {
+        return materialize(idBinding.getParentBinding());
+    }
+
+    private Binding materialize(Binding newParent) {
+        BindingBuilder builder = Binding.builder(newParent);
+        Iterator<Var> it = idBinding.iterator();
+        while (it.hasNext()) {
+            Var v = it.next();
+            if (builder.contains(v)) continue;
+            Node n = get1(v);
+            if (n != null) {
+                builder.add(v, n);
+            }
+        }
+        return builder.build();
     }
 }
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/jena/BindingNodeId.java b/src/main/java/com/ebremer/beakgraph/hdf5/jena/BindingNodeId.java
index 0425a868..ebd74bbf 100644
--- a/src/main/java/com/ebremer/beakgraph/hdf5/jena/BindingNodeId.java
+++ b/src/main/java/com/ebremer/beakgraph/hdf5/jena/BindingNodeId.java
@@ -1,10 +1,12 @@
 package com.ebremer.beakgraph.hdf5.jena;
 
+import com.ebremer.beakgraph.core.NodeTable;
 import java.util.HashMap;
 import java.util.Iterator;
 import java.util.Map;
 import java.util.Set;
 import org.apache.jena.atlas.lib.Map2;
+import org.apache.jena.graph.Node;
 import org.apache.jena.sparql.core.Var;
 import org.apache.jena.sparql.engine.binding.Binding;
 
@@ -44,6 +46,14 @@ public BindingNodeId() {
 
     public Binding getParentBinding()    { return parentBinding; }
 
+    /**
+     * Binds {@code v} to {@code n}; when {@code v} is already bound, the existing
+     * binding is kept. Only safe when the caller guarantees the re-put carries the
+     * same term (e.g. re-binding a value derived from this binding's own entry).
+     * Row-building code that can see a variable repeated within one triple pattern
+     * must use {@link #putCompatible} and reject the row on a conflict instead -
+     * silently keeping the first value made {@code ?s ?p ?s} match every triple.
+     */
     @Override
     public void put(Var v, NodeId n) {
         if ( v == null || n == null )
@@ -54,6 +64,48 @@ public void put(Var v, NodeId n) {
         }
     }
 
+    /**
+     * Binds {@code v} to {@code n}, or reports a conflict: returns true when the
+     * binding was added or the existing binding denotes the same term, false when
+     * {@code v} is already bound to a different term (the caller must reject the
+     * row). {@code nodeTable} is needed only to compare ids across the predicate /
+     * entity id-spaces; pass null when that cross-space case cannot occur.
+     */
+    public boolean putCompatible(Var v, NodeId n, NodeTable nodeTable) {
+        if ( v == null || n == null )
+            throw new IllegalArgumentException("("+v+","+n+")");
+        NodeId existing = get(v);
+        if (existing == null) {
+            super.put(v, n);
+            return true;
+        }
+        return sameTerm(existing, n, nodeTable);
+    }
+
+    /**
+     * Whether two NodeIds denote the same RDF term. GRAPH, SUBJECT and OBJECT ids
+     * share the universal entity id-space (object literals are offset beyond the
+     * entity range), so within it equal ids mean equal terms. PREDICATE ids live in
+     * an isolated dictionary, so a predicate/entity pair is resolved to Nodes and
+     * compared as terms.
+     */
+    private static boolean sameTerm(NodeId a, NodeId b, NodeTable nodeTable) {
+        if (a.equals(b)) return true;
+        NodeType ta = a.getType();
+        NodeType tb = b.getType();
+        if (ta == NodeType.SPECIAL || tb == NodeType.SPECIAL) return false; // a.equals(b) already said no
+        boolean aPred = (ta == NodeType.PREDICATE);
+        boolean bPred = (tb == NodeType.PREDICATE);
+        if (aPred == bPred) {
+            // Same id-space (both predicate, or both universal entity/object space).
+            return a.getId() == b.getId();
+        }
+        if (nodeTable == null) return false;
+        Node na = nodeTable.getNodeForNodeId(a);
+        Node nb = nodeTable.getNodeForNodeId(b);
+        return na != null && na.equals(nb);
+    }
+
     public void putAll(BindingNodeId other) {
         Iterator<Var> vIter = other.iterator();
         for (; vIter.hasNext() ; ) {
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/jena/OpExecutorBG.java b/src/main/java/com/ebremer/beakgraph/hdf5/jena/OpExecutorBG.java
index 0b438295..83860759 100644
--- a/src/main/java/com/ebremer/beakgraph/hdf5/jena/OpExecutorBG.java
+++ b/src/main/java/com/ebremer/beakgraph/hdf5/jena/OpExecutorBG.java
@@ -1,31 +1,21 @@
 package com.ebremer.beakgraph.hdf5.jena;
 
 import com.ebremer.beakgraph.core.BeakGraph;
-import com.ebremer.beakgraph.hdf5.readers.PositionalDictionaryReader;
 import org.apache.jena.graph.Graph;
-import org.apache.jena.graph.Node;
-import org.apache.jena.graph.Triple;
 import org.apache.jena.sparql.ARQInternalErrorException;
 import org.apache.jena.sparql.algebra.Op;
 import org.apache.jena.sparql.algebra.op.*;
 import org.apache.jena.sparql.core.BasicPattern;
-import org.apache.jena.sparql.core.Quad;
 import org.apache.jena.sparql.core.Substitute;
-import org.apache.jena.sparql.core.Var;
 import org.apache.jena.sparql.engine.ExecutionContext;
 import org.apache.jena.sparql.engine.QueryIterator;
-import org.apache.jena.sparql.engine.binding.Binding;
-import org.apache.jena.sparql.engine.binding.BindingFactory;
 import org.apache.jena.sparql.engine.iterator.QueryIterPeek;
-import org.apache.jena.sparql.engine.iterator.QueryIterPlainWrapper;
 import org.apache.jena.sparql.engine.main.OpExecutor;
 import org.apache.jena.sparql.engine.main.OpExecutorFactory;
 import org.apache.jena.sparql.engine.main.QC;
 import org.apache.jena.sparql.engine.optimizer.reorder.ReorderProc;
 import org.apache.jena.sparql.engine.optimizer.reorder.ReorderTransformation;
 import org.apache.jena.sparql.expr.ExprList;
-import java.util.Iterator;
-import java.util.stream.Stream;
 import org.apache.jena.sparql.algebra.optimize.TransformFilterPlacement;
 
 /**
@@ -44,104 +34,20 @@ public OpExecutor create(ExecutionContext execCxt) {
 
     private final boolean isForBeakGraph;
 
-    private enum Position { SUBJECT, PREDICATE, OBJECT, GRAPH, NONE }
-
     public OpExecutorBG(ExecutionContext execCtx) {
         super(execCtx);
         isForBeakGraph = execCtx.getActiveGraph() instanceof BeakGraph;
     }
 
-    /**
-     * OPTIMIZATION: Overriding execute for OpDistinct to catch schema-listing queries.
-     * Logic: If we are asking for DISTINCT elements across a triple or quad pattern,
-     * we skip the index scan and stream directly from the specific Dictionary position.
-     * @param opDistinct
-     * @param input
-     * @return 
-     */
-    @Override
-    protected QueryIterator execute(OpDistinct opDistinct, QueryIterator input) {
-        if (!isForBeakGraph) {
-            return super.execute(opDistinct, input);
-        }
-
-        Op subOp = opDistinct.getSubOp();
-        
-        // Pattern: Distinct -> Project(?v) -> BGP(?s ?p ?o)
-        if (subOp instanceof OpProject project && project.getVars().size() == 1) {
-            Var targetVar = project.getVars().get(0);
-            Op innerOp = project.getSubOp();
-
-            Position pos = getFullScanPosition(innerOp, targetVar);
-
-            if (pos != Position.NONE) {
-                // Determine if we can resolve the BeakGraph
-                Graph active = execCxt.getActiveGraph();
-                if (active instanceof BeakGraph bg) {
-                    PositionalDictionaryReader dict = (PositionalDictionaryReader) bg.getReader().getDictionary();
-                    
-                    Stream<Node> stream = switch (pos) {
-                        case GRAPH -> dict.streamGraphs();
-                        case PREDICATE -> dict.streamPredicates();
-                        case SUBJECT -> dict.streamSubjects();
-                        case OBJECT -> dict.streamObjects();
-                        default -> null;
-                    };
-                    
-                    if (stream != null) {
-                        return new QueryIterDictionary(targetVar, stream, execCxt);
-                    }
-                }
-            }
-        }
-        
-        return super.execute(opDistinct, input);
-    }
-
-    /**
-     * Recursively checks if the pattern is a simple "?s ?p ?o" scan that encompasses 
-     * the entire space, and identifies the target variable's position.
-     */
-    private Position getFullScanPosition(Op op, Var targetVar) {
-        // Unwrap OpFilter (if any exists around the pattern)
-        if (op instanceof OpFilter filter) {
-            return getFullScanPosition(filter.getSubOp(), targetVar);
-        }
-        // Case 1: Triple { ?s ?p ?o }
-        if (op instanceof OpBGP bgp && bgp.getPattern().size() == 1) {
-            Triple t = bgp.getPattern().get(0);
-            if (t.getSubject().isVariable() && t.getPredicate().isVariable() && t.getObject().isVariable()) {
-                if (t.getPredicate().equals(targetVar)) return Position.PREDICATE;
-                if (t.getSubject().equals(targetVar)) return Position.SUBJECT;
-                if (t.getObject().equals(targetVar)) return Position.OBJECT;
-            }
-        }
-        // Case 2: Quad { GRAPH ?g { ?s ?p ?o } }       
-        if (op instanceof OpQuadPattern qp && qp.getPattern().size() == 1) {
-            Quad q = qp.getPattern().get(0);
-            if (q.getGraph().isVariable() && q.getSubject().isVariable() && 
-                q.getPredicate().isVariable() && q.getObject().isVariable()) {
-                if (q.getGraph().equals(targetVar)) return Position.GRAPH;
-                if (q.getPredicate().equals(targetVar)) return Position.PREDICATE;
-                if (q.getSubject().equals(targetVar)) return Position.SUBJECT;
-                if (q.getObject().equals(targetVar)) return Position.OBJECT;
-            }
-        }
-        // Case 3: OpGraph ?g { ?s ?p ?o }
-        if (op instanceof OpGraph opGraph && opGraph.getNode().isVariable()) {
-            if (opGraph.getNode().equals(targetVar)) {
-                if (opGraph.getSubOp() instanceof OpBGP bgp && bgp.getPattern().size() == 1) {
-                    Triple t = bgp.getPattern().get(0);
-                    if (t.getSubject().isVariable() && t.getPredicate().isVariable() && t.getObject().isVariable()) {
-                        return Position.GRAPH;
-                    }
-                }
-            } else {
-                return getFullScanPosition(opGraph.getSubOp(), targetVar);
-            }
-        }
-        return Position.NONE;
-    }
+    // NOTE: an earlier version intercepted OpDistinct ("SELECT DISTINCT ?p { ?s ?p ?o }")
+    // and streamed the dictionary's per-position id lists instead of executing the
+    // query. That was removed as unsound: the columnar lists are file-global (they
+    // span every named graph, including the always-present VoID metadata graph, so
+    // default-graph queries over-reported terms), any FILTER wrapped around the
+    // pattern was silently dropped, DISTINCT ?g included the default graph, and the
+    // incoming iterator (join semantics) was discarded. A correct fast path would
+    // need per-graph id lists in the format plus filter/join guards; until then
+    // DISTINCT executes normally.
 
     @Override
     protected QueryIterator execute(OpPropFunc opPropFunc, QueryIterator input) {
@@ -222,13 +128,13 @@ public OpExecutor create(ExecutionContext execCxt) {
     
     private static class OpExecutorPlainBeak extends OpExecutor {
         final ExprList filter;
-        
+
         public OpExecutorPlainBeak(ExecutionContext execCxt) {
             super(execCxt);
             ExecutionContextBG ecr = (ExecutionContextBG) execCxt;
             filter = ecr.getFilter();
         }
-        
+
         @Override
         public QueryIterator execute(OpBGP opBGP, QueryIterator input) {
             Graph g = execCxt.getActiveGraph();
@@ -239,22 +145,4 @@ public QueryIterator execute(OpBGP opBGP, QueryIterator input) {
             return super.execute(opBGP, input) ;
         }
     }
-
-    /**
-     * Inner class to wrap the Dictionary Stream as a Jena QueryIterator.
-     */
-    private static class QueryIterDictionary extends QueryIterPlainWrapper {
-        public QueryIterDictionary(Var var, Stream<Node> nodes, ExecutionContext execCxt) {
-            super(convert(var, nodes.iterator()), execCxt);
-        }
-
-        private static Iterator<Binding> convert(Var var, Iterator<Node> nodes) {
-            return new Iterator<>() {
-                @Override public boolean hasNext() { return nodes.hasNext(); }
-                @Override public Binding next() {
-                    return BindingFactory.binding(var, nodes.next());
-                }
-            };
-        }
-    }
 }
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/jena/QueryIterDictionary.java b/src/main/java/com/ebremer/beakgraph/hdf5/jena/QueryIterDictionary.java
deleted file mode 100644
index 6d37c3ec..00000000
--- a/src/main/java/com/ebremer/beakgraph/hdf5/jena/QueryIterDictionary.java
+++ /dev/null
@@ -1,25 +0,0 @@
-package com.ebremer.beakgraph.hdf5.jena;
-
-import org.apache.jena.graph.Node;
-import org.apache.jena.sparql.core.Var;
-import org.apache.jena.sparql.engine.binding.Binding;
-import org.apache.jena.sparql.engine.binding.BindingFactory;
-import org.apache.jena.sparql.engine.iterator.QueryIterPlainWrapper;
-import java.util.Iterator;
-import java.util.stream.Stream;
-import org.apache.jena.sparql.engine.ExecutionContext;
-
-public class QueryIterDictionary extends QueryIterPlainWrapper {
-    public QueryIterDictionary(Var var, Stream<Node> nodes, ExecutionContext execCxt) {
-        super(convert(var, nodes.iterator()), execCxt);
-    }
-
-    private static Iterator<Binding> convert(Var var, Iterator<Node> nodes) {
-        return new Iterator<>() {
-            @Override public boolean hasNext() { return nodes.hasNext(); }
-            @Override public Binding next() {
-                return BindingFactory.binding(var, nodes.next());
-            }
-        };
-    }
-}
\ No newline at end of file
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/jena/SpatialIndexIterator.java b/src/main/java/com/ebremer/beakgraph/hdf5/jena/SpatialIndexIterator.java
index 8fc02b77..eb20c56b 100644
--- a/src/main/java/com/ebremer/beakgraph/hdf5/jena/SpatialIndexIterator.java
+++ b/src/main/java/com/ebremer/beakgraph/hdf5/jena/SpatialIndexIterator.java
@@ -34,13 +34,15 @@ public SpatialIndexIterator(Iterator<BindingNodeId> input, BeakGraph bGraph, Var
         NodeTable currentTable = bGraph.getReader().getNodeTable();        
         this.outputIterator = Iter.flatMap(input, parent -> {
             Iterator<Node> lazyCandidateNodes = new LazyCandidateIterator(ranges, bGraph, context.scale);
-            
-            return Iter.map(lazyCandidateNodes, node -> {
+
+            // The target variable may already be bound in the parent row; a
+            // candidate that conflicts with that binding must be dropped, not
+            // silently overridden by the parent value.
+            return Iter.removeNulls(Iter.map(lazyCandidateNodes, node -> {
                 NodeId nodeId = currentTable.getNodeIdForNode(node);
                 BindingNodeId child = new BindingNodeId(parent);
-                child.put(targetVar, nodeId);
-                return child;
-            });
+                return child.putCompatible(targetVar, nodeId, currentTable) ? child : null;
+            }));
         });
     }
 
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/readers/HDF5Reader.java b/src/main/java/com/ebremer/beakgraph/hdf5/readers/HDF5Reader.java
index 181b1c1a..cb37fd11 100644
--- a/src/main/java/com/ebremer/beakgraph/hdf5/readers/HDF5Reader.java
+++ b/src/main/java/com/ebremer/beakgraph/hdf5/readers/HDF5Reader.java
@@ -16,11 +16,17 @@
 import java.io.File;
 import java.net.URI;
 import java.nio.file.Path;
+import java.util.ArrayList;
 import java.util.Collections;
+import java.util.HashSet;
 import java.util.Iterator;
+import java.util.List;
 import java.util.Map;
+import java.util.Set;
 import java.util.concurrent.ConcurrentHashMap;
 import java.util.stream.Stream;
+import org.apache.commons.collections4.iterators.IteratorChain;
+import org.apache.jena.atlas.iterator.Iter;
 import org.apache.jena.graph.Node;
 import org.apache.jena.graph.Triple;
 import org.apache.jena.sparql.core.Quad;
@@ -41,7 +47,10 @@ public class HDF5Reader implements BGReader {
     private final Map<Index, IndexReader> indexCache = new ConcurrentHashMap<>();
     private final URI uri;
     private final long formatVersion;
-    
+    // Closed readers must be detectable (pool validation) and close() must be
+    // idempotent (a poisoned pooled instance is closed again on destroy).
+    private volatile boolean open = true;
+
     static {
         JenaSystem.init();
         Spatial.init();
@@ -53,20 +62,30 @@ public HDF5Reader(Path src) {
     
     public HDF5Reader(File src) {
         this.hdf = new HdfFile(src.toPath());
-        this.hdt = (Group) hdf.getChild(Params.BG);
-        this.formatVersion = readFormatVersion(hdt);
-        if (formatVersion > Params.FORMAT_VERSION) {
-            hdf.close();
-            throw new IllegalStateException(
-                    "BeakGraph HDF5 format version " + formatVersion + " in " + src
-                  + " is newer than this build supports (max " + Params.FORMAT_VERSION
-                  + "). Upgrade BeakGraph.");
+        try {
+            this.hdt = (Group) hdf.getChild(Params.BG);
+            if (hdt == null) {
+                throw new IllegalStateException(
+                        "Not a BeakGraph file (no '" + Params.BG + "' group): " + src);
+            }
+            this.formatVersion = readFormatVersion(hdt);
+            if (formatVersion > Params.FORMAT_VERSION) {
+                throw new IllegalStateException(
+                        "BeakGraph HDF5 format version " + formatVersion + " in " + src
+                      + " is newer than this build supports (max " + Params.FORMAT_VERSION
+                      + "). Upgrade BeakGraph.");
+            }
+            Group dictionary = (Group) hdt.getChild(Params.DICTIONARY);
+            this.dict = new PositionalDictionaryReader(dictionary);
+            this.defaultGraph = Quad.defaultGraphIRI;
+            nodeTable = new SimpleNodeTable(dict);
+            this.uri = src.toURI();
+        } catch (RuntimeException | Error e) {
+            // Close the mapped file before propagating: a leaked HdfFile pins the
+            // file handle (and on Windows, the file lock) with no way to release it.
+            try { hdf.close(); } catch (Exception ignore) {}
+            throw e;
         }
-        Group dictionary = (Group) hdt.getChild(Params.DICTIONARY);
-        this.dict = new PositionalDictionaryReader(dictionary);
-        this.defaultGraph = Quad.defaultGraphIRI;
-        nodeTable = new SimpleNodeTable(dict);
-        this.uri = src.toURI();
     }
 
     /**
@@ -116,6 +135,9 @@ public Iterator<BindingNodeId> read(Node ng, BindingNodeId bnid, Triple triple,
                 || boundToMissing(triple.getObject(), bnid)) {
             return Collections.emptyIterator();
         }
+        if (Quad.isUnionGraph(ng)) {
+            return readUnion(bnid, triple, filter, nodeTable);
+        }
         boolean isDefault = ng.equals(Quad.defaultGraphNodeGenerated) || ng.equals(Quad.defaultGraphIRI);
         Node g = isDefault ? this.defaultGraph : ng;
         Node s = substitute(triple.getSubject(), bnid, nodeTable);
@@ -125,6 +147,34 @@ public Iterator<BindingNodeId> read(Node ng, BindingNodeId bnid, Triple triple,
         return new BGIteratorMaster(this, dict, bnid, quadPattern, filter, nodeTable);
     }
 
+    /**
+     * {@code urn:x-arq:unionGraph}: the union of all named graphs, with the
+     * SPARQL-mandated set semantics - a triple present in several named graphs
+     * appears once. Rows are deduplicated on the values of the pattern's
+     * variables (the concrete positions are identical across graphs by
+     * construction).
+     */
+    private Iterator<BindingNodeId> readUnion(BindingNodeId bnid, Triple triple, ExprList filter, NodeTable nodeTable) {
+        List<Var> vars = new ArrayList<>(3);
+        for (Node n : new Node[]{triple.getSubject(), triple.getPredicate(), triple.getObject()}) {
+            if (n.isVariable()) vars.add(Var.alloc(n));
+        }
+        List<Iterator<BindingNodeId>> its = new ArrayList<>();
+        dict.streamGraphs()
+            .filter(n -> !(n.equals(Quad.defaultGraphIRI) || n.equals(Quad.defaultGraphNodeGenerated)))
+            .forEach(gn -> its.add(read(gn, bnid, triple, filter, nodeTable)));
+        Iterator<BindingNodeId> chain = new IteratorChain<>(its);
+        Set<List<Long>> seen = new HashSet<>();
+        return Iter.filter(chain, b -> {
+            List<Long> key = new ArrayList<>(vars.size());
+            for (Var v : vars) {
+                NodeId id = b.get(v);
+                key.add(id == null ? Long.MIN_VALUE : id.getId());
+            }
+            return seen.add(key);
+        });
+    }
+
     /** True when {@code n} is a variable already bound to a node that does not exist here. */
     private static boolean boundToMissing(Node n, BindingNodeId bnid) {
         if (bnid != null && n.isVariable()) {
@@ -191,8 +241,18 @@ public ExtendedIterator<Triple> graphBaseFind(Node graph, Triple tp) {
 
     @Override
     public NodeTable getNodeTable() { return nodeTable; }
-    @Override public void close() { hdf.close(); }
-    @Override public GSPODictionary getDictionary() { return dict; }    
+
+    @Override
+    public void close() {
+        if (!open) return;
+        open = false;
+        hdf.close();
+    }
+
+    @Override
+    public boolean isOpen() { return open; }
+
+    @Override public GSPODictionary getDictionary() { return dict; }
     @Override public int getNumberOfTriples(String ng) { return 0; }
     @Override public Stream<Quad> streamQuads() { return Stream.empty(); }
 
@@ -203,7 +263,11 @@ public Iterator<Node> listGraphNodes() {
     
     @Override
     public boolean containsGraph(Node graphNode) {
-        return (dict.getGraphs().locate(graphNode) != -1);
+        // Graphs share the universal entity dictionary, so locate() alone matches
+        // every subject/object entity too; membership in the columnar graphs list
+        // is what makes an entity an actual graph.
+        long id = dict.getGraphs().locate(graphNode);
+        return id != -1 && dict.isGraph(id);
     }
     
 }
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/readers/PositionalDictionaryReader.java b/src/main/java/com/ebremer/beakgraph/hdf5/readers/PositionalDictionaryReader.java
index ebf9d94c..246c6324 100644
--- a/src/main/java/com/ebremer/beakgraph/hdf5/readers/PositionalDictionaryReader.java
+++ b/src/main/java/com/ebremer/beakgraph/hdf5/readers/PositionalDictionaryReader.java
@@ -124,6 +124,15 @@ public long getNumberOfNodes() {
         };
     }
     
+    /**
+     * True when {@code entityId} appears in the columnar list of actual graphs.
+     * Graphs share the universal entity ID space, so a bare dictionary lookup
+     * cannot distinguish a graph from any other entity - this can.
+     */
+    public boolean isGraph(long entityId) {
+        return graphs != null && graphs.stream().anyMatch(id -> id == entityId);
+    }
+
     @Override
     public Stream<Node> streamGraphs() {
         if (graphs == null || entities == null) {
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/writers/FCDWriter.java b/src/main/java/com/ebremer/beakgraph/hdf5/writers/FCDWriter.java
index c59f0c90..f0eed63f 100644
--- a/src/main/java/com/ebremer/beakgraph/hdf5/writers/FCDWriter.java
+++ b/src/main/java/com/ebremer/beakgraph/hdf5/writers/FCDWriter.java
@@ -87,10 +87,14 @@ public void add(String item) throws IOException {
 
     private int commonPrefixLength(String s1, String s2) {
         int minLength = Math.min(s1.length(), s2.length());
-        for (int i = 0; i < minLength; i++) {
-            if (s1.charAt(i) != s2.charAt(i)) return i;
-        }
-        return minLength;
+        int i = 0;
+        while (i < minLength && s1.charAt(i) == s2.charAt(i)) i++;
+        // Never split a UTF-16 surrogate pair: the suffix is encoded to UTF-8 on its
+        // own, and a suffix starting with an unpaired low surrogate encodes as '?',
+        // silently corrupting the stored string. Back off so the whole pair stays
+        // in the suffix.
+        if (i > 0 && Character.isHighSurrogate(s1.charAt(i - 1))) i--;
+        return i;
     }
 
     @Override public long getNumEntries() { return numEntries; }
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/writers/MultiTypeDictionaryWriter.java b/src/main/java/com/ebremer/beakgraph/hdf5/writers/MultiTypeDictionaryWriter.java
index 1604cbc7..768b4950 100644
--- a/src/main/java/com/ebremer/beakgraph/hdf5/writers/MultiTypeDictionaryWriter.java
+++ b/src/main/java/com/ebremer/beakgraph/hdf5/writers/MultiTypeDictionaryWriter.java
@@ -83,6 +83,9 @@ protected MultiTypeDictionaryWriter(Builder builder) throws FileNotFoundExceptio
         // bit pattern survives the unsigned mask round-trip in BitPackedUnSignedLongBuffer.
         int intWidth = (stats.minInteger < 0) ? 32 : (1 + MinBits(stats.maxInteger));
         int longWidth = (stats.minLong < 0) ? 64 : (1 + MinBits(stats.maxLong));
+        // The bit-packed buffer supports widths 1..57 and 64 only, and this width is
+        // value-derived: a legal xsd:long in [2^56, 2^62) lands in 58..63. Round up.
+        if (longWidth > 57) longWidth = 64;
         this.integers = (!et.contains(Types.INTEGER) || (stats.numInteger == 0)) ? null : new BitPackedUnSignedLongBuffer(Path.of("integers"), null, 0, intWidth);
         this.longs = (!et.contains(Types.LONG) || (stats.numLong == 0)) ? null : new BitPackedUnSignedLongBuffer(Path.of("longs"), null, 0, longWidth);
 
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/writers/PositionalDictionaryWriterBuilder.java b/src/main/java/com/ebremer/beakgraph/hdf5/writers/PositionalDictionaryWriterBuilder.java
index df4907fc..6e99fc3b 100644
--- a/src/main/java/com/ebremer/beakgraph/hdf5/writers/PositionalDictionaryWriterBuilder.java
+++ b/src/main/java/com/ebremer/beakgraph/hdf5/writers/PositionalDictionaryWriterBuilder.java
@@ -3,6 +3,7 @@
 import com.ebremer.beakgraph.Params;
 import com.ebremer.beakgraph.core.fuseki.BGVoIDSD;
 import com.ebremer.beakgraph.core.lib.Stats;
+import com.ebremer.beakgraph.utils.ImageTools;
 import com.ebremer.halcyon.hilbert.HilbertSpace;
 import com.ebremer.halcyon.hilbert.PolygonScaler;
 import com.ebremer.halcyon.hilbert.WKTDatatype;
@@ -217,7 +218,10 @@ private boolean isDegeneratePolygon(String wkt) {
 
     private ArrayList<Quad> addSpatial(Quad quad) {
         final ArrayList<Quad> qqq = new ArrayList<>();
-        String wkt = quad.getObject().getLiteralLexicalForm();
+        // The GeoSPARQL-standard "<crs-uri> WKT" form must be indexed too: strip the
+        // prefix once here so the degeneracy check and the scaler both see plain WKT
+        // (previously such geometries failed the parse and were silently dropped).
+        String wkt = ImageTools.stripCrs(quad.getObject().getLiteralLexicalForm());
         if (isDegeneratePolygon(wkt)) {
             IO.println("Degenerate Polygon : "+wkt);
             return qqq;
@@ -351,7 +355,42 @@ private Node relativizeNode(Node n) {
                 u.equals(REL_BASE) ? "" : u.substring(REL_BASE_PREFIX.length()));
     }
 
-    private void ProcessQuad(Quad quad) {        
+    /**
+     * Numeric literal canonicalization policy: xsd:int / xsd:long / xsd:float /
+     * xsd:double objects are stored by VALUE and the reader regenerates the
+     * canonical lexical form, so two lexical variants of one value ("01" vs
+     * "1"^^xsd:int) would become two term-distinct dictionary entries that both
+     * extract to the same canonical term - duplicate "equal" entries that break
+     * the strict ordering the dictionary binary search relies on, leaving some
+     * triples unreachable by term lookup. Rewriting the object to its canonical
+     * term at ingest collapses the variants onto one entry and keeps locate()
+     * and extract() symmetric. (The value-typed storage never preserved the
+     * non-canonical lexical form anyway.)
+     */
+    private Quad canonicalizeNumericObject(Quad quad) {
+        Node o = quad.getObject();
+        if (!o.isLiteral()) return quad;
+        String dt = o.getLiteralDatatypeURI();
+        try {
+            Node canonical = null;
+            if (XSD.xint.getURI().equals(dt)) {
+                if (o.getLiteralValue() instanceof Number n) canonical = NodeFactory.createLiteralByValue(n.intValue());
+            } else if (XSD.xlong.getURI().equals(dt)) {
+                if (o.getLiteralValue() instanceof Number n) canonical = NodeFactory.createLiteralByValue(n.longValue());
+            } else if (XSD.xfloat.getURI().equals(dt)) {
+                if (o.getLiteralValue() instanceof Number n) canonical = NodeFactory.createLiteralByValue(n.floatValue());
+            } else if (XSD.xdouble.getURI().equals(dt)) {
+                if (o.getLiteralValue() instanceof Number n) canonical = NodeFactory.createLiteralByValue(n.doubleValue());
+            }
+            if (canonical == null || canonical.equals(o)) return quad;
+            return new Quad(quad.getGraph(), quad.getSubject(), quad.getPredicate(), canonical);
+        } catch (RuntimeException e) {
+            // Malformed numeric literal: leave it untouched; downstream handling decides.
+            return quad;
+        }
+    }
+
+    private void ProcessQuad(Quad quad) {
         Node g = quad.getGraph();
         Node s = quad.getSubject();
         Node p = quad.getPredicate();
@@ -477,6 +516,7 @@ public PositionalDictionaryWriter build() throws IOException {
                             : quad)
                     .map(this::relativize)
                     .map(this::AlignBnodes)
+                    .map(this::canonicalizeNumericObject)
                     .forEach(quad -> {
                         quadcount.incrementAndGet();
                         if (quadcount.get() % 100_000 == 0) {
@@ -508,8 +548,9 @@ public PositionalDictionaryWriter build() throws IOException {
                     throw new IOException("Spatial processing failed for " + src, ex.getCause());
                 }
                 extraQuads.forEach(q -> {
-                    quadslist.add(q);
-                    ProcessQuad(q);
+                    Quad canon = canonicalizeNumericObject(q);
+                    quadslist.add(canon);
+                    ProcessQuad(canon);
                 });
             }
             Model xxx = xvoid.getModel();
@@ -524,7 +565,7 @@ public PositionalDictionaryWriter build() throws IOException {
             xxx.setNsPrefix("exif", "http://www.w3.org/2003/12/exif/ns#");
             xvoid.getModel().listStatements().forEach(s->{
                 Triple ff = s.asTriple();
-                Quad qqq = Quad.create(BGVOID, ff);
+                Quad qqq = canonicalizeNumericObject(Quad.create(BGVOID, ff));
                 ProcessQuad(qqq);
                 quadslist.add(qqq);
             });
diff --git a/src/main/java/com/ebremer/beakgraph/pool/BeakGraphPoolFactory.java b/src/main/java/com/ebremer/beakgraph/pool/BeakGraphPoolFactory.java
index 17ce3b35..05e73473 100644
--- a/src/main/java/com/ebremer/beakgraph/pool/BeakGraphPoolFactory.java
+++ b/src/main/java/com/ebremer/beakgraph/pool/BeakGraphPoolFactory.java
@@ -32,6 +32,16 @@ public PooledObject<BeakGraph> wrap(BeakGraph value) {
         return new DefaultPooledObject<>(value);
     }
 
+    /**
+     * Without this override, BaseKeyedPooledObjectFactory.validateObject always
+     * returns true and setTestOnBorrow(true) validates nothing - an instance whose
+     * reader was closed (poisoned) would be re-issued and fail on first use.
+     */
+    @Override
+    public boolean validateObject(URI uri, PooledObject<BeakGraph> p) {
+        return p.getObject().getReader().isOpen();
+    }
+
     @Override
     public void destroyObject(URI uri, PooledObject<BeakGraph> p, DestroyMode mode) throws Exception {
         logger.trace("destroyObject {}", uri);        
diff --git a/src/main/java/com/ebremer/beakgraph/turbo/Intersects.java b/src/main/java/com/ebremer/beakgraph/turbo/Intersects.java
index d72dba8b..a5a3c59b 100644
--- a/src/main/java/com/ebremer/beakgraph/turbo/Intersects.java
+++ b/src/main/java/com/ebremer/beakgraph/turbo/Intersects.java
@@ -4,6 +4,7 @@
 import java.util.List;
 import org.apache.jena.atlas.lib.Lib;
 import org.apache.jena.query.QueryBuildException;
+import org.apache.jena.sparql.expr.ExprEvalException;
 import org.apache.jena.sparql.expr.ExprList;
 import org.apache.jena.sparql.expr.NodeValue;
 import org.apache.jena.sparql.function.FunctionBase;
@@ -11,10 +12,16 @@
 import org.locationtech.jts.io.ParseException;
 import org.locationtech.jts.io.WKTReader;
 
+/**
+ * JTS-backed implementation of geof:sfIntersects. This is the fallback for any
+ * sfIntersects the Hilbert index rewrite does not capture, so it must answer
+ * honestly - the previous version returned TRUE unconditionally, which made
+ * every uncaptured spatial filter match everything.
+ */
 public class Intersects extends FunctionBase {
 
     private static final String WKT_DATATYPE_URI = GEO.wktLiteral.getURI();
-    
+
     @Override
     public void checkBuild(String uri, ExprList args) {
         if (( args.size() < 2 ) || ( args.size() > 3 )) {
@@ -22,38 +29,35 @@ public void checkBuild(String uri, ExprList args) {
         }
     }
 
-        /*
     @Override
-    public NodeValue exec(NodeValue v1, NodeValue v2) {
-        return NodeValue.TRUE;
-        /*
+    public NodeValue exec(List<NodeValue> args) {
+        NodeValue v1 = args.get(0);
+        NodeValue v2 = args.get(1);
         if (v1 == null || v2 == null) {
-            throw new ExprEvalException("sfWithin: Arguments cannot be null");
+            throw new ExprEvalException("sfIntersects: arguments cannot be null");
         }
         if (!isValidGeometryLiteral(v1) || !isValidGeometryLiteral(v2)) {
-            throw new ExprEvalException("sfWithin: Arguments must be geo:wktLiteral");
+            throw new ExprEvalException("sfIntersects: arguments must be geo:wktLiteral");
         }
-        String geo1 = v1.asNode().getLiteralLexicalForm();
-        String geo2 = v2.asNode().getLiteralLexicalForm();
         try {
-            boolean isWithin = performSpatialCheck(geo1, geo2);
-            return isWithin ? NodeValue.TRUE : NodeValue.FALSE;
+            boolean intersects = performSpatialCheck(
+                v1.asNode().getLiteralLexicalForm(),
+                v2.asNode().getLiteralLexicalForm());
+            return intersects ? NodeValue.TRUE : NodeValue.FALSE;
         } catch (Exception e) {
-            throw new ExprEvalException("sfWithin: Calculation failed: " + e.getMessage());
+            throw new ExprEvalException("sfIntersects: " + e.getMessage());
         }
-    }*/
+    }
 
     private boolean isValidGeometryLiteral(NodeValue nv) {
-        if (!nv.isLiteral()) return false;        
+        if (!nv.isLiteral()) return false;
         String dtURI = nv.asNode().getLiteralDatatypeURI();
         return WKT_DATATYPE_URI.equals(dtURI);
     }
 
     /**
-     * Uses JTS to check if wkt1 is within wkt2.
-     * @param wkt1 The subject geometry (e.g., the point)
-     * @param wkt2 The containing geometry (e.g., the polygon)
-     * @return true if wkt1 is within wkt2
+     * Uses JTS to check whether the two WKT geometries intersect (share at
+     * least one point) - the geof:sfIntersects relation.
      * @throws ParseException if WKT is invalid
      */
     private boolean performSpatialCheck(String wkt1, String wkt2) throws ParseException {
@@ -71,7 +75,7 @@ private boolean performSpatialCheck(String wkt1, String wkt2) throws ParseExcept
            throw new ParseException("Encountered invalid geometry topology.");
         }
 
-        return g1.within(g2);
+        return g1.intersects(g2);
     }
 
     /**
@@ -90,9 +94,4 @@ private String extractWkt(String geoSparqlLiteral) {
         }
         return trimmed;
     }
-
-    @Override
-    public NodeValue exec(List<NodeValue> args) {
-        return NodeValue.TRUE;
-    }
 }
\ No newline at end of file
diff --git a/src/main/java/com/ebremer/beakgraph/turbo/Spatial.java b/src/main/java/com/ebremer/beakgraph/turbo/Spatial.java
index 8a58540a..5cd160fc 100644
--- a/src/main/java/com/ebremer/beakgraph/turbo/Spatial.java
+++ b/src/main/java/com/ebremer/beakgraph/turbo/Spatial.java
@@ -2,8 +2,6 @@
 
 import com.ebremer.ns.GEOF;
 import org.apache.jena.sparql.function.FunctionRegistry;
-import org.apache.jena.sparql.pfunction.PropertyFunctionRegistry;
-import org.apache.jena.vocabulary.RDFS;
 
 
 /**
@@ -14,10 +12,16 @@ public final class Spatial {
     private static Spatial spatial = null;
 
     private Spatial() {
-        PropertyFunctionRegistry.get().remove(RDFS.member.getURI());
-        FunctionRegistry.get().put(GEOF.sfIntersects.getURI(), Intersects.class);                    
+        // Register a real, JTS-backed geof:sfIntersects so spatial filters that the
+        // index rewrite does not capture still evaluate correctly. Registering a
+        // filter function globally is the normal Jena pattern; what this must NOT
+        // do is alter standard semantics for other datasets - the old code here
+        // remove()d the rdfs:member property function JVM-wide. BG datasets opt out
+        // of rdfs:member rewriting via their own dataset-scoped registry instead
+        // (see BGDatasetGraph).
+        FunctionRegistry.get().put(GEOF.sfIntersects.getURI(), Intersects.class);
     }
-    
+
     public synchronized static void init() {
         if (spatial == null) {
             spatial = new Spatial();
diff --git a/src/main/java/com/ebremer/beakgraph/utils/ImageTools.java b/src/main/java/com/ebremer/beakgraph/utils/ImageTools.java
index 7befb113..b99b4b5b 100644
--- a/src/main/java/com/ebremer/beakgraph/utils/ImageTools.java
+++ b/src/main/java/com/ebremer/beakgraph/utils/ImageTools.java
@@ -95,11 +95,28 @@ public static Polygon wktToPolygon(String wkt) throws Exception {
         return polygons.isEmpty() ? null : polygons.get(0);
     }
 
+    /**
+     * Strips the optional CRS/SRS URI prefix from a GeoSPARQL wktLiteral
+     * ("&lt;http://...crs...&gt; POLYGON(...)" -&gt; "POLYGON(...)"). The GeoSPARQL
+     * spec allows the prefix and data in the wild commonly carries it; JTS's
+     * WKTReader does not accept it.
+     */
+    public static String stripCrs(String wkt) {
+        String trimmed = wkt.trim();
+        if (trimmed.startsWith("<")) {
+            int end = trimmed.indexOf('>');
+            if (end != -1) {
+                return trimmed.substring(end + 1).trim();
+            }
+        }
+        return trimmed;
+    }
+
     public static List<Polygon> wktToPolygons(String wkt) throws Exception {
         if (wkt == null || wkt.trim().isEmpty()) {
             return Collections.emptyList();
         }
-        Geometry geom = WKT_READER.read(wkt.trim());
+        Geometry geom = WKT_READER.read(stripCrs(wkt));
         if (geom.isEmpty()) {
             return Collections.emptyList();
         }
diff --git a/src/main/java/com/ebremer/halcyon/hilbert/HilbertSpace.java b/src/main/java/com/ebremer/halcyon/hilbert/HilbertSpace.java
index 228e1dd6..e6401c68 100644
--- a/src/main/java/com/ebremer/halcyon/hilbert/HilbertSpace.java
+++ b/src/main/java/com/ebremer/halcyon/hilbert/HilbertSpace.java
@@ -1,5 +1,6 @@
 package com.ebremer.halcyon.hilbert;
 
+import com.ebremer.beakgraph.utils.ImageTools;
 import com.ebremer.halcyon.geometry.Point;
 import com.ebremer.halcyon.geometry.Box;
 import com.ebremer.halcyon.geometry.Vector2D;
@@ -48,7 +49,10 @@ public final class HilbertSpace {
     private HilbertSpace() {}
     
     public static boolean inRange(ArrayList<Range> rr, Point p, Byte neighbor) {
-        switch (neighbor) {
+        // Return the membership result - the old switch *statement* computed
+        // contains(...) and discarded it, so this always answered false and the
+        // getPolygon boundary walk never advanced.
+        return switch (neighbor) {
             case N -> contains(rr,p.x,p.y-1);
             case NE -> contains(rr,p.x+1,p.y-1);
             case E -> contains(rr,p.x+1,p.y);
@@ -57,12 +61,12 @@ public static boolean inRange(ArrayList<Range> rr, Point p, Byte neighbor) {
             case SW -> contains(rr,p.x-1,p.y+1);
             case W -> contains(rr,p.x-1,p.y);
             case NW -> contains(rr,p.x-1,p.y-1);
-        }
-        return false;
+            default -> false;
+        };
     }
-    
+
     public static boolean inRange(Ranges rr, Point p, Byte neighbor) {
-        switch (neighbor) {
+        return switch (neighbor) {
             case N -> contains(rr,p.x,p.y-1);
             case NE -> contains(rr,p.x+1,p.y-1);
             case E -> contains(rr,p.x+1,p.y);
@@ -71,8 +75,8 @@ public static boolean inRange(Ranges rr, Point p, Byte neighbor) {
             case SW -> contains(rr,p.x-1,p.y+1);
             case W -> contains(rr,p.x-1,p.y);
             case NW -> contains(rr,p.x-1,p.y-1);
-        }
-        return false;
+            default -> false;
+        };
     }
     
     public static Point getPoint(long p) {
@@ -659,15 +663,20 @@ public static ArrayList<Range> Polygon2Hilbert(Polygon p) {
     public static org.locationtech.jts.geom.Polygon fromWkt(String wkt) {
         WKTReader reader = new WKTReader();
         Geometry geom;
+        // GeoSPARQL wktLiterals may carry a "<crs-uri> WKT" prefix; JTS does not
+        // accept it. Failures raise a catchable exception (with the offending
+        // input), never a bare java.lang.Error.
+        String clean = ImageTools.stripCrs(wkt);
         try {
-            geom = reader.read(wkt);
+            geom = reader.read(clean);
             if (!(geom instanceof org.locationtech.jts.geom.Polygon)) {
                 logger.error("WKT is not a Polygon: {}", geom.getGeometryType());
-                throw new Error("WKT is not a Polygon: " + geom.getGeometryType());
+                throw new IllegalArgumentException("WKT is not a Polygon: " + geom.getGeometryType());
             }
             return (org.locationtech.jts.geom.Polygon) geom;
         } catch (ParseException ex) {
-            throw new Error("Parsing Error!");
+            throw new IllegalArgumentException("Invalid WKT: "
+                    + (clean.length() > 100 ? clean.substring(0, 100) + "..." : clean), ex);
         }
     }
     
diff --git a/src/test/java/com/ebremer/beakgraph/core/fuseki/LWSStorageServletTest.java b/src/test/java/com/ebremer/beakgraph/core/fuseki/LWSStorageServletTest.java
index df803986..a0f2d04d 100644
--- a/src/test/java/com/ebremer/beakgraph/core/fuseki/LWSStorageServletTest.java
+++ b/src/test/java/com/ebremer/beakgraph/core/fuseki/LWSStorageServletTest.java
@@ -71,6 +71,44 @@ void resolveWithinRejectsTraversalAndAbsolutePaths() throws Exception {
         assertNull(LWSStorageServlet.resolveWithin(null, "anything"));
     }
 
+    @Test
+    void escapeHtmlNeutralizesMarkupAndAttributeBreakouts() {
+        assertEquals("&lt;script&gt;alert(1)&lt;/script&gt;",
+            LWSStorageServlet.escapeHtml("<script>alert(1)</script>"));
+        assertEquals("a&quot; onmouseover=&quot;x", LWSStorageServlet.escapeHtml("a\" onmouseover=\"x"));
+        assertEquals("a&amp;b&#39;c", LWSStorageServlet.escapeHtml("a&b'c"));
+        assertEquals("plain-name.h5", LWSStorageServlet.escapeHtml("plain-name.h5"));
+    }
+
+    @Test
+    void encodeHrefPercentEncodesUnsafeCharactersButKeepsSlashes() {
+        assertEquals("/sub/a%20b.h5", LWSStorageServlet.encodeHref("/sub/a b.h5"));
+        assertEquals("/x%22y", LWSStorageServlet.encodeHref("/x\"y"));
+        assertEquals("/plain/file.h5", LWSStorageServlet.encodeHref("/plain/file.h5"));
+    }
+
+    @Test
+    void fileUrisAreNotExposableToClients() {
+        org.apache.jena.rdf.model.Model m = org.apache.jena.rdf.model.ModelFactory.createDefaultModel();
+        assertFalse(LWSStorageServlet.exposableToClient(
+            m.createResource("file:///C:/secret/storage/data.h5")), "server paths must be redacted");
+        assertTrue(LWSStorageServlet.exposableToClient(m.createResource("https://example.org/r")));
+        assertTrue(LWSStorageServlet.exposableToClient(m.createLiteral("file:///looks-like-but-is-a-literal")));
+        assertTrue(LWSStorageServlet.exposableToClient(m.createResource())); // bnode
+    }
+
+    @Test
+    void sparqlBodyReadIsBounded() throws Exception {
+        String small = "SELECT * WHERE { ?s ?p ?o }";
+        assertEquals(small, BGSparqlService.readBody(
+            new java.io.ByteArrayInputStream(small.getBytes(java.nio.charset.StandardCharsets.UTF_8)), 1024));
+        byte[] huge = new byte[2048];
+        java.util.Arrays.fill(huge, (byte) 'x');
+        org.junit.jupiter.api.Assertions.assertThrows(
+            BGSparqlService.QueryBodyTooLargeException.class,
+            () -> BGSparqlService.readBody(new java.io.ByteArrayInputStream(huge), 1024));
+    }
+
     @Test
     void resolveWithinRejectsSymlinkEscape() throws Exception {
         Path root = Files.createTempDirectory("lws-sym").toRealPath();

From 8f2110890c5f9dce45ea43f36138bd699f968326 Mon Sep 17 00:00:00 2001
From: Erich Bremer <erich@ebremer.com>
Date: Thu, 11 Jun 2026 12:24:39 -0400
Subject: [PATCH 2/4] add new tests

---
 .../beakgraph/hdf5/jena/ValueCluster.java     |  70 ++++++
 .../beakgraph/DistinctCorrectnessTest.java    | 116 +++++++++
 .../HighSeverityFixesRoundTripTest.java       | 228 ++++++++++++++++++
 .../beakgraph/HilbertSpaceFixesTest.java      |  79 ++++++
 .../NumericCanonicalizationTest.java          | 130 ++++++++++
 .../beakgraph/ReaderLifecycleTest.java        | 128 ++++++++++
 .../ebremer/beakgraph/RegistryWiringTest.java | 175 ++++++++++++++
 .../RepeatedVariablePatternTest.java          | 131 ++++++++++
 .../beakgraph/SpatialCrsIndexingTest.java     |  68 ++++++
 .../beakgraph/UnionGraphAndDetachTest.java    | 163 +++++++++++++
 .../beakgraph/ValueClusterFilterTest.java     | 128 ++++++++++
 .../features/MajorMinorLocaleTest.java        |  51 ++++
 12 files changed, 1467 insertions(+)
 create mode 100644 src/main/java/com/ebremer/beakgraph/hdf5/jena/ValueCluster.java
 create mode 100644 src/test/java/com/ebremer/beakgraph/DistinctCorrectnessTest.java
 create mode 100644 src/test/java/com/ebremer/beakgraph/HighSeverityFixesRoundTripTest.java
 create mode 100644 src/test/java/com/ebremer/beakgraph/HilbertSpaceFixesTest.java
 create mode 100644 src/test/java/com/ebremer/beakgraph/NumericCanonicalizationTest.java
 create mode 100644 src/test/java/com/ebremer/beakgraph/ReaderLifecycleTest.java
 create mode 100644 src/test/java/com/ebremer/beakgraph/RegistryWiringTest.java
 create mode 100644 src/test/java/com/ebremer/beakgraph/RepeatedVariablePatternTest.java
 create mode 100644 src/test/java/com/ebremer/beakgraph/SpatialCrsIndexingTest.java
 create mode 100644 src/test/java/com/ebremer/beakgraph/UnionGraphAndDetachTest.java
 create mode 100644 src/test/java/com/ebremer/beakgraph/ValueClusterFilterTest.java
 create mode 100644 src/test/java/com/ebremer/beakgraph/features/MajorMinorLocaleTest.java

diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/jena/ValueCluster.java b/src/main/java/com/ebremer/beakgraph/hdf5/jena/ValueCluster.java
new file mode 100644
index 00000000..a4392412
--- /dev/null
+++ b/src/main/java/com/ebremer/beakgraph/hdf5/jena/ValueCluster.java
@@ -0,0 +1,70 @@
+package com.ebremer.beakgraph.hdf5.jena;
+
+import com.ebremer.beakgraph.core.Dictionary;
+import org.apache.jena.graph.Node;
+import org.apache.jena.sparql.expr.Expr;
+import org.apache.jena.sparql.expr.NodeValue;
+
+/**
+ * Locates the contiguous id range of dictionary entries that compare
+ * <em>value-equal</em> to a filter constant.
+ * <p>
+ * The dictionaries order literals by value first (NodeValue.compareAlways) and
+ * break value ties on the exact RDF term, so value-equal but term-distinct
+ * literals ("5"^^xsd:int, "5"^^xsd:integer, "5.0"^^xsd:double) occupy a run of
+ * adjacent ids - and an exact-term binary search can land anywhere inside that
+ * run. Range-filter pushdown (FILTER(?o >= 5)) must therefore snap its bound to
+ * the edges of the whole cluster: with [lo, hi] from {@link #of},
+ * <pre>
+ *   &gt;   -&gt; min = hi + 1        &gt;=  -&gt; min = lo
+ *   &lt;   -&gt; max = lo - 1        &lt;=  -&gt; max = hi
+ * </pre>
+ * For a constant with no value-equal entries (including all non-literals) the
+ * cluster is empty ({@code hi == lo - 1}, both at the insertion point) and the
+ * formulas reduce exactly to the plain insertion-point bounds.
+ */
+final class ValueCluster {
+
+    private ValueCluster() {}
+
+    /**
+     * Returns {@code {lo, hi}}: the inclusive 1-based id range of entries in
+     * {@code dict} that are value-equal to {@code value}. Empty when {@code hi < lo}.
+     */
+    static long[] of(Dictionary dict, Node value) {
+        long raw = dict.search(value);
+        boolean found = raw >= 0;
+        long pos = found ? raw : (-raw - 1);
+        long lo = pos;
+        long hi = found ? pos : pos - 1;
+        if (!value.isLiteral()) {
+            // URIs/bnodes are ordered by term, never by value: no cluster to grow.
+            return new long[]{lo, hi};
+        }
+        long n = dict.getNumberOfNodes();
+        while (hi + 1 <= n && valueEqual(extractOrNull(dict, hi + 1), value)) hi++;
+        while (lo - 1 >= 1 && valueEqual(extractOrNull(dict, lo - 1), value)) lo--;
+        return new long[]{lo, hi};
+    }
+
+    private static Node extractOrNull(Dictionary dict, long id) {
+        try {
+            return dict.extract(id);
+        } catch (RuntimeException e) {
+            return null;
+        }
+    }
+
+    private static boolean valueEqual(Node a, Node b) {
+        if (a == null || !a.isLiteral()) return false;
+        try {
+            // Value-only comparison. compareAlways would be wrong here: it never
+            // answers "equal" for distinct terms (it breaks value ties on the term),
+            // which is exactly the distinction this cluster must ignore. Throws for
+            // non-comparable values (e.g. string vs number) - not value-equal.
+            return NodeValue.compare(NodeValue.makeNode(a), NodeValue.makeNode(b)) == Expr.CMP_EQUAL;
+        } catch (RuntimeException e) {
+            return false;
+        }
+    }
+}
diff --git a/src/test/java/com/ebremer/beakgraph/DistinctCorrectnessTest.java b/src/test/java/com/ebremer/beakgraph/DistinctCorrectnessTest.java
new file mode 100644
index 00000000..80143943
--- /dev/null
+++ b/src/test/java/com/ebremer/beakgraph/DistinctCorrectnessTest.java
@@ -0,0 +1,116 @@
+package com.ebremer.beakgraph;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+
+import com.ebremer.beakgraph.core.BeakGraph;
+import com.ebremer.beakgraph.hdf5.readers.HDF5Reader;
+import com.ebremer.beakgraph.hdf5.writers.HDF5Writer;
+import java.io.File;
+import java.nio.charset.StandardCharsets;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.util.HashSet;
+import java.util.Set;
+import org.apache.jena.query.Dataset;
+import org.apache.jena.query.QueryExecution;
+import org.apache.jena.query.QueryFactory;
+import org.apache.jena.query.ResultSet;
+import org.apache.jena.rdf.model.RDFNode;
+import org.junit.jupiter.api.AfterAll;
+import org.junit.jupiter.api.BeforeAll;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.io.TempDir;
+
+/**
+ * Regression tests for C2: SELECT DISTINCT over a single all-variable pattern
+ * previously streamed the file-global dictionary id lists instead of executing
+ * the query. Those lists span every named graph - including the always-written
+ * VoID metadata graph - so default-graph queries over-reported terms that have
+ * no default-graph triple, any FILTER around the pattern was silently dropped,
+ * and DISTINCT ?g included the default graph. DISTINCT must answer exactly
+ * what a normal execution answers.
+ */
+class DistinctCorrectnessTest {
+
+    private static final String TTL = """
+        @prefix ex: <http://ex.org/> .
+        ex:s1 ex:p ex:o1 .
+        ex:s2 ex:q ex:o2 .
+        ex:s1 ex:q "lit" .
+        """;
+
+    private static final String PREFIX = "PREFIX ex: <http://ex.org/> ";
+
+    @TempDir
+    static Path dir;
+    static BeakGraph bg;
+    static Dataset ds;
+
+    @BeforeAll
+    static void buildAndOpen() throws Exception {
+        File ttl = dir.resolve("distinct.ttl").toFile();
+        File h5 = dir.resolve("distinct.ttl.h5").toFile();
+        Files.write(ttl.toPath(), TTL.getBytes(StandardCharsets.UTF_8));
+        HDF5Writer.Builder()
+                .setSource(ttl).setDestination(h5)
+                .setSpatial(false).setFeatures(false)
+                .build().write();
+        bg = new BeakGraph(new HDF5Reader(h5));
+        ds = bg.getDataset();
+    }
+
+    @AfterAll
+    static void closeReader() {
+        if (bg != null) bg.close();
+    }
+
+    /** URIs as-is; literals as their lexical form. */
+    private static Set<String> select(String var, String query) {
+        Set<String> values = new HashSet<>();
+        try (QueryExecution qe = QueryExecution.dataset(ds)
+                .query(QueryFactory.create(PREFIX + query)).build()) {
+            ResultSet rs = qe.execSelect();
+            while (rs.hasNext()) {
+                RDFNode n = rs.next().get(var);
+                if (n == null) continue;
+                values.add(n.isLiteral() ? n.asLiteral().getLexicalForm() : n.asResource().getURI());
+            }
+        }
+        return values;
+    }
+
+    @Test
+    void distinctPredicatesAreDefaultGraphOnly() {
+        // The VoID metadata graph contributes rdf:type, void:*, sd:* predicates -
+        // none of which occur in any default-graph triple.
+        assertEquals(Set.of("http://ex.org/p", "http://ex.org/q"),
+            select("p", "SELECT DISTINCT ?p WHERE { ?s ?p ?o }"));
+    }
+
+    @Test
+    void distinctSubjectsAreDefaultGraphOnly() {
+        assertEquals(Set.of("http://ex.org/s1", "http://ex.org/s2"),
+            select("s", "SELECT DISTINCT ?s WHERE { ?s ?p ?o }"));
+    }
+
+    @Test
+    void distinctObjectsAreDefaultGraphOnly() {
+        assertEquals(Set.of("http://ex.org/o1", "http://ex.org/o2", "lit"),
+            select("o", "SELECT DISTINCT ?o WHERE { ?s ?p ?o }"));
+    }
+
+    @Test
+    void distinctRespectsFilters() {
+        assertEquals(Set.of("http://ex.org/q"),
+            select("p", "SELECT DISTINCT ?p WHERE { ?s ?p ?o FILTER(?p != ex:p) }"));
+        assertEquals(Set.of("http://ex.org/s1"),
+            select("s", "SELECT DISTINCT ?s WHERE { ?s ?p ?o FILTER(?p = ex:p) }"));
+    }
+
+    @Test
+    void distinctGraphsExcludeDefaultGraph() {
+        // SPARQL: GRAPH ?g ranges over named graphs only.
+        assertEquals(Set.of(Params.VOIDSTRING),
+            select("g", "SELECT DISTINCT ?g WHERE { GRAPH ?g { ?s ?p ?o } }"));
+    }
+}
diff --git a/src/test/java/com/ebremer/beakgraph/HighSeverityFixesRoundTripTest.java b/src/test/java/com/ebremer/beakgraph/HighSeverityFixesRoundTripTest.java
new file mode 100644
index 00000000..38065236
--- /dev/null
+++ b/src/test/java/com/ebremer/beakgraph/HighSeverityFixesRoundTripTest.java
@@ -0,0 +1,228 @@
+package com.ebremer.beakgraph;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertFalse;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+import com.ebremer.beakgraph.core.BeakGraph;
+import com.ebremer.beakgraph.hdf5.readers.HDF5Reader;
+import com.ebremer.beakgraph.hdf5.writers.HDF5Writer;
+import java.io.File;
+import java.nio.charset.StandardCharsets;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.util.HashSet;
+import java.util.Set;
+import org.apache.jena.graph.NodeFactory;
+import org.apache.jena.query.Dataset;
+import org.apache.jena.query.QueryExecution;
+import org.apache.jena.query.QueryFactory;
+import org.apache.jena.query.ResultSet;
+import org.apache.jena.rdf.model.Literal;
+import org.apache.jena.rdf.model.RDFNode;
+import org.apache.jena.vocabulary.XSD;
+import org.junit.jupiter.api.AfterAll;
+import org.junit.jupiter.api.BeforeAll;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.io.TempDir;
+
+/**
+ * Regression tests for the high-severity correctness fixes:
+ * <ul>
+ *   <li>C3 - a concrete object term absent from the dictionary must yield no
+ *       solutions (BGIteratorSO previously treated "not in dictionary" like an
+ *       unbound variable and scanned the whole object range, so
+ *       {@code ASK { <s> <p> <missing> }} answered true).</li>
+ *   <li>C6a - {@code FILTER(?o <= X)} range pushdown must keep the boundary row
+ *       (BGIteratorPOS subtracted 1 from an already-inclusive upperBound).</li>
+ *   <li>H4 - {@code GRAPH <x>} where x is an entity but not a graph must return
+ *       empty instead of leaking id-0 padding rows (which crashed extract), and
+ *       containsGraph must only report actual graphs.</li>
+ *   <li>H1 - xsd:long values needing 58-63 bits (>= 2^56) must build instead of
+ *       crashing on an unsupported bit width.</li>
+ *   <li>H2 - sorted-adjacent strings sharing a high surrogate (emoji) must not
+ *       be corrupted by the front-coded dictionary splitting the pair.</li>
+ * </ul>
+ */
+class HighSeverityFixesRoundTripTest {
+
+    // p/q/r emoji pairs: each pair is sorted-adjacent and shares its prefix up to
+    // (and including) the high surrogate of the emoji, so front-coding would split
+    // the surrogate pair. Three pairs so at least two are front-coded within a
+    // block regardless of where the FCD block boundary (blockSize 16) falls.
+    private static final String TTL = """
+        @prefix ex:  <http://ex.org/> .
+        @prefix xsd: <http://www.w3.org/2001/XMLSchema#> .
+        ex:s1 ex:p ex:o1 .
+        ex:s1 ex:q "alpha" .
+        ex:v1 ex:value 10 .
+        ex:v2 ex:value 20 .
+        ex:v3 ex:value 30 .
+        ex:v4 ex:value 40 .
+        ex:t1 ex:stamp "100000000000000000"^^xsd:long .
+        ex:t2 ex:stamp "5"^^xsd:long .
+        ex:e1 ex:label "p😀" .
+        ex:e2 ex:label "p😁" .
+        ex:e3 ex:label "q😀" .
+        ex:e4 ex:label "q😁" .
+        ex:e5 ex:label "r😀" .
+        ex:e6 ex:label "r😁" .
+        """;
+
+    private static final String PREFIX =
+        "PREFIX ex: <http://ex.org/> PREFIX xsd: <http://www.w3.org/2001/XMLSchema#> ";
+
+    @TempDir
+    static Path dir;
+    static BeakGraph bg;
+    static Dataset ds;
+
+    @BeforeAll
+    static void buildAndOpen() throws Exception {
+        File ttl = dir.resolve("highsev.ttl").toFile();
+        File h5 = dir.resolve("highsev.ttl.h5").toFile();
+        Files.write(ttl.toPath(), TTL.getBytes(StandardCharsets.UTF_8));
+        HDF5Writer.Builder()
+                .setSource(ttl).setDestination(h5)
+                .setSpatial(false).setFeatures(false)
+                .build().write();
+        bg = new BeakGraph(new HDF5Reader(h5));
+        ds = bg.getDataset();
+    }
+
+    @AfterAll
+    static void closeReader() {
+        if (bg != null) bg.close();
+    }
+
+    private static boolean ask(String pattern) {
+        try (QueryExecution qe = QueryExecution.dataset(ds)
+                .query(QueryFactory.create(PREFIX + "ASK { " + pattern + " }")).build()) {
+            return qe.execAsk();
+        }
+    }
+
+    private static int count(String whereBody) {
+        try (QueryExecution qe = QueryExecution.dataset(ds)
+                .query(QueryFactory.create(PREFIX + "SELECT * WHERE { " + whereBody + " }")).build()) {
+            ResultSet rs = qe.execSelect();
+            int n = 0;
+            while (rs.hasNext()) { rs.next(); n++; }
+            return n;
+        }
+    }
+
+    private static Set<String> selectURIs(String var, String query) {
+        Set<String> uris = new HashSet<>();
+        try (QueryExecution qe = QueryExecution.dataset(ds)
+                .query(QueryFactory.create(PREFIX + query)).build()) {
+            ResultSet rs = qe.execSelect();
+            while (rs.hasNext()) {
+                RDFNode n = rs.next().get(var);
+                if (n != null && n.isURIResource()) uris.add(n.asResource().getURI());
+            }
+        }
+        return uris;
+    }
+
+    // --- C3: concrete object absent from the dictionary -------------------
+
+    @Test
+    void askWithAbsentConcreteObjectIsFalse() {
+        assertTrue(ask("ex:s1 ex:p ex:o1"), "control: existing triple must match");
+        assertFalse(ask("ex:s1 ex:p ex:notInStore"), "URI object absent from the store");
+        assertFalse(ask("ex:s1 ex:q \"not in store\""), "literal object absent from the store");
+        assertFalse(ask("ex:s1 ex:p \"42\"^^xsd:int"), "literal absent from the store");
+    }
+
+    @Test
+    void selectWithAbsentConcreteObjectIsEmpty() {
+        assertEquals(0, count("ex:s1 ex:p ex:notInStore"));
+        assertEquals(0, count("ex:s1 ex:q \"not in store\""));
+    }
+
+    // --- C6a: FILTER upper-bound boundary row ------------------------------
+
+    @Test
+    void filterLessOrEqualKeepsBoundaryRow() {
+        assertEquals(Set.of("http://ex.org/v1", "http://ex.org/v2", "http://ex.org/v3"),
+            selectURIs("s", "SELECT ?s WHERE { ?s ex:value ?o FILTER(?o <= 30) }"));
+    }
+
+    @Test
+    void filterLessThanKeepsLastIncludedRow() {
+        assertEquals(Set.of("http://ex.org/v1", "http://ex.org/v2", "http://ex.org/v3"),
+            selectURIs("s", "SELECT ?s WHERE { ?s ex:value ?o FILTER(?o < 40) }"));
+    }
+
+    // --- H4: GRAPH on a non-graph entity -----------------------------------
+
+    @Test
+    void graphPatternOnNonGraphEntityIsEmpty() {
+        // ex:o1 exists in the entity dictionary (as an object) but is not a graph.
+        // Previously the GSPO padding rows (S=0) leaked through and extract(0) threw.
+        assertEquals(0, count("GRAPH ex:o1 { ?s ?p ?o }"));
+    }
+
+    @Test
+    void graphPatternOnRealNamedGraphStillWorks() {
+        // The writer always embeds VoID metadata in its own named graph; the id-0
+        // padding guard must not suppress real rows.
+        assertTrue(count("GRAPH <" + Params.VOIDSTRING + "> { ?s ?p ?o }") > 0,
+            "VoID named graph must still be queryable");
+    }
+
+    @Test
+    void containsGraphReportsOnlyActualGraphs() {
+        assertFalse(ds.asDatasetGraph().containsGraph(NodeFactory.createURI("http://ex.org/o1")),
+            "an entity that never occurs as a graph is not a graph");
+        assertTrue(ds.asDatasetGraph().containsGraph(NodeFactory.createURI(Params.VOIDSTRING)),
+            "the VoID metadata graph is a real named graph");
+    }
+
+    // --- H1: xsd:long needing 58-63 bits ------------------------------------
+
+    @Test
+    void largeLongRoundTrips() {
+        // 1e17 > 2^56, so the value-derived width is 58 - previously rejected by
+        // BitPackedUnSignedLongBuffer (which supports 1..57 and 64 only), crashing
+        // the whole build in @BeforeAll.
+        try (QueryExecution qe = QueryExecution.dataset(ds)
+                .query(QueryFactory.create(PREFIX + "SELECT ?v WHERE { ex:t1 ex:stamp ?v }")).build()) {
+            ResultSet rs = qe.execSelect();
+            assertTrue(rs.hasNext());
+            Literal v = rs.next().getLiteral("v");
+            assertEquals("100000000000000000", v.getLexicalForm());
+            assertEquals(XSD.xlong.getURI(), v.getDatatypeURI());
+            assertFalse(rs.hasNext());
+        }
+    }
+
+    // --- H2: surrogate-pair-safe front coding -------------------------------
+
+    @Test
+    void supplementaryPlaneStringsRoundTrip() {
+        String[][] cases = {
+            {"http://ex.org/e1", "p😀"},
+            {"http://ex.org/e2", "p😁"},
+            {"http://ex.org/e3", "q😀"},
+            {"http://ex.org/e4", "q😁"},
+            {"http://ex.org/e5", "r😀"},
+            {"http://ex.org/e6", "r😁"},
+        };
+        for (String[] c : cases) {
+            // Extraction: the stored value must come back byte-identical.
+            try (QueryExecution qe = QueryExecution.dataset(ds)
+                    .query(QueryFactory.create(PREFIX + "SELECT ?v WHERE { <" + c[0] + "> ex:label ?v }")).build()) {
+                ResultSet rs = qe.execSelect();
+                assertTrue(rs.hasNext(), "no label for " + c[0]);
+                assertEquals(c[1], rs.next().getLiteral("v").getLexicalForm(),
+                    "label for " + c[0] + " must survive front coding");
+            }
+            // Lookup: the exact term must be locatable again.
+            assertEquals(Set.of(c[0]),
+                selectURIs("s", "SELECT ?s WHERE { ?s ex:label \"" + c[1] + "\" }"),
+                "term lookup for label of " + c[0]);
+        }
+    }
+}
diff --git a/src/test/java/com/ebremer/beakgraph/HilbertSpaceFixesTest.java b/src/test/java/com/ebremer/beakgraph/HilbertSpaceFixesTest.java
new file mode 100644
index 00000000..f12ea876
--- /dev/null
+++ b/src/test/java/com/ebremer/beakgraph/HilbertSpaceFixesTest.java
@@ -0,0 +1,79 @@
+package com.ebremer.beakgraph;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertFalse;
+import static org.junit.jupiter.api.Assertions.assertNotNull;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+import com.ebremer.beakgraph.hdf5.jena.HilbertPolygon;
+import com.ebremer.halcyon.geometry.Point;
+import com.ebremer.halcyon.hilbert.HilbertSpace;
+import java.util.ArrayList;
+import org.davidmoten.hilbert.Range;
+import org.junit.jupiter.api.Test;
+
+/**
+ * Regression tests for two HilbertSpace bugs:
+ * <ul>
+ *   <li>H8 - {@code fromWkt} did not strip the optional CRS prefix GeoSPARQL
+ *       wktLiterals may carry and threw a bare {@code java.lang.Error} on any
+ *       parse problem, crashing the spatial query path for standard-form data.</li>
+ *   <li>H10 - both {@code inRange} overloads computed {@code contains(...)} in
+ *       arrow-switch statements, discarded the result, and always returned
+ *       false (breaking the {@code getPolygon} boundary walk).</li>
+ * </ul>
+ */
+class HilbertSpaceFixesTest {
+
+    private static final String CRS = "<http://www.opengis.net/def/crs/EPSG/0/4326> ";
+    private static final String SQUARE = "POLYGON((0 0,8 0,8 8,0 8,0 0))";
+
+    // --- H8 -----------------------------------------------------------------
+
+    @Test
+    void fromWktAcceptsCrsPrefixedLiterals() {
+        org.locationtech.jts.geom.Polygon p = HilbertSpace.fromWkt(CRS + SQUARE);
+        assertNotNull(p);
+        assertEquals(64.0, p.getArea(), 1e-9);
+        // And the plain form keeps working.
+        assertEquals(64.0, HilbertSpace.fromWkt(SQUARE).getArea(), 1e-9);
+    }
+
+    @Test
+    void polygon2HilbertAcceptsCrsPrefixedLiterals() {
+        ArrayList<Range> ranges = HilbertPolygon.Polygon2Hilbert(CRS + SQUARE, 0);
+        assertFalse(ranges.isEmpty(), "a real polygon must produce Hilbert ranges");
+    }
+
+    @Test
+    void fromWktRejectsGarbageWithCatchableException() {
+        // Not a java.lang.Error: callers must be able to catch and degrade.
+        try {
+            HilbertSpace.fromWkt("NOT A POLYGON AT ALL");
+        } catch (RuntimeException expected) {
+            return;
+        }
+        throw new AssertionError("malformed WKT must raise a RuntimeException");
+    }
+
+    // --- H10 ----------------------------------------------------------------
+
+    @Test
+    void inRangeReportsNeighborMembership() {
+        // A single-cell range at Hilbert index of (5,4).
+        long idx = HilbertSpace.hc.index(5, 4);
+        ArrayList<Range> ranges = new ArrayList<>();
+        ranges.add(new Range(idx, idx));
+
+        // From (5,5): the N neighbour is (5,4) -> in range; S is (5,6) -> not.
+        assertTrue(HilbertSpace.inRange(ranges, new Point(5, 5), HilbertSpace.N),
+            "north neighbour (5,4) is in the range");
+        assertFalse(HilbertSpace.inRange(ranges, new Point(5, 5), HilbertSpace.S),
+            "south neighbour (5,6) is not in the range");
+        // From (4,4): the E neighbour is (5,4) -> in range; W is (3,4) -> not.
+        assertTrue(HilbertSpace.inRange(ranges, new Point(4, 4), HilbertSpace.E));
+        assertFalse(HilbertSpace.inRange(ranges, new Point(4, 4), HilbertSpace.W));
+        // Diagonals: from (6,5), NW is (5,4) -> in range.
+        assertTrue(HilbertSpace.inRange(ranges, new Point(6, 5), HilbertSpace.NW));
+    }
+}
diff --git a/src/test/java/com/ebremer/beakgraph/NumericCanonicalizationTest.java b/src/test/java/com/ebremer/beakgraph/NumericCanonicalizationTest.java
new file mode 100644
index 00000000..077817f0
--- /dev/null
+++ b/src/test/java/com/ebremer/beakgraph/NumericCanonicalizationTest.java
@@ -0,0 +1,130 @@
+package com.ebremer.beakgraph;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+
+import com.ebremer.beakgraph.core.BeakGraph;
+import com.ebremer.beakgraph.hdf5.readers.HDF5Reader;
+import com.ebremer.beakgraph.hdf5.writers.HDF5Writer;
+import java.io.File;
+import java.nio.charset.StandardCharsets;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.util.HashSet;
+import java.util.Set;
+import org.apache.jena.query.Dataset;
+import org.apache.jena.query.QueryExecution;
+import org.apache.jena.query.QueryFactory;
+import org.apache.jena.query.ResultSet;
+import org.apache.jena.rdf.model.Literal;
+import org.apache.jena.rdf.model.RDFNode;
+import org.junit.jupiter.api.AfterAll;
+import org.junit.jupiter.api.BeforeAll;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.io.TempDir;
+
+/**
+ * Regression tests for H3: numeric literals (xsd:int / xsd:long / xsd:float /
+ * xsd:double) are stored by VALUE, and the reader regenerates the canonical
+ * lexical form. Two lexical variants of one value ("01" vs "1"^^xsd:int) used
+ * to become two term-distinct dictionary entries that both extract to the same
+ * canonical term - duplicate "equal" entries that break the strict ordering
+ * the dictionary binary search relies on, leaving some triples unreachable by
+ * term lookup.
+ * <p>
+ * Policy: such literals are canonicalized at ingest (the value-typed storage
+ * never preserved their lexical form anyway), so all variants collapse onto
+ * one term and every triple is findable via the canonical form.
+ */
+class NumericCanonicalizationTest {
+
+    private static final String TTL = """
+        @prefix ex:  <http://ex.org/> .
+        @prefix xsd: <http://www.w3.org/2001/XMLSchema#> .
+        ex:a ex:v "01"^^xsd:int .
+        ex:b ex:v "1"^^xsd:int .
+        ex:c ex:v "007"^^xsd:long .
+        ex:d ex:v "7"^^xsd:long .
+        ex:e ex:v "2.50"^^xsd:float .
+        ex:f ex:v "2.5"^^xsd:float .
+        ex:g ex:v "1.0E1"^^xsd:double .
+        ex:h ex:v "10.0"^^xsd:double .
+        ex:z ex:v "2"^^xsd:int .
+        """;
+
+    private static final String PREFIX =
+        "PREFIX ex: <http://ex.org/> PREFIX xsd: <http://www.w3.org/2001/XMLSchema#> ";
+
+    @TempDir
+    static Path dir;
+    static BeakGraph bg;
+    static Dataset ds;
+
+    @BeforeAll
+    static void buildAndOpen() throws Exception {
+        File ttl = dir.resolve("canon.ttl").toFile();
+        File h5 = dir.resolve("canon.ttl.h5").toFile();
+        Files.write(ttl.toPath(), TTL.getBytes(StandardCharsets.UTF_8));
+        HDF5Writer.Builder()
+                .setSource(ttl).setDestination(h5)
+                .setSpatial(false).setFeatures(false)
+                .build().write();
+        bg = new BeakGraph(new HDF5Reader(h5));
+        ds = bg.getDataset();
+    }
+
+    @AfterAll
+    static void closeReader() {
+        if (bg != null) bg.close();
+    }
+
+    private static Set<String> subjects(String objectTerm) {
+        Set<String> uris = new HashSet<>();
+        try (QueryExecution qe = QueryExecution.dataset(ds)
+                .query(QueryFactory.create(PREFIX + "SELECT ?s WHERE { ?s ex:v " + objectTerm + " }")).build()) {
+            ResultSet rs = qe.execSelect();
+            while (rs.hasNext()) {
+                RDFNode n = rs.next().get("s");
+                if (n != null && n.isURIResource()) uris.add(n.asResource().getURI());
+            }
+        }
+        return uris;
+    }
+
+    @Test
+    void lexicalVariantsCollapseAndAllTriplesStayFindable() {
+        assertEquals(Set.of("http://ex.org/a", "http://ex.org/b"), subjects("\"1\"^^xsd:int"));
+        assertEquals(Set.of("http://ex.org/c", "http://ex.org/d"), subjects("\"7\"^^xsd:long"));
+        assertEquals(Set.of("http://ex.org/e", "http://ex.org/f"), subjects("\"2.5\"^^xsd:float"));
+        assertEquals(Set.of("http://ex.org/g", "http://ex.org/h"), subjects("\"10.0\"^^xsd:double"));
+        // Neighbouring entries are still findable (ordering is intact).
+        assertEquals(Set.of("http://ex.org/z"), subjects("\"2\"^^xsd:int"));
+    }
+
+    @Test
+    void nonCanonicalQueryConstantMatchesNothing() {
+        // Documented policy: the store contains the canonical term only; "01"^^xsd:int
+        // is a different RDF term and (correctly, under term semantics) matches nothing.
+        assertEquals(Set.of(), subjects("\"01\"^^xsd:int"));
+    }
+
+    @Test
+    void extractionReturnsCanonicalForm() {
+        try (QueryExecution qe = QueryExecution.dataset(ds)
+                .query(QueryFactory.create(PREFIX + "SELECT ?v WHERE { ex:a ex:v ?v }")).build()) {
+            ResultSet rs = qe.execSelect();
+            Literal v = rs.next().getLiteral("v");
+            assertEquals("1", v.getLexicalForm());
+        }
+    }
+
+    @Test
+    void distinctValuesCollapseToCanonicalTerms() {
+        Set<String> values = new HashSet<>();
+        try (QueryExecution qe = QueryExecution.dataset(ds)
+                .query(QueryFactory.create(PREFIX + "SELECT DISTINCT ?v WHERE { ?s ex:v ?v }")).build()) {
+            ResultSet rs = qe.execSelect();
+            while (rs.hasNext()) values.add(rs.next().getLiteral("v").getLexicalForm());
+        }
+        assertEquals(Set.of("1", "7", "2.5", "10.0", "2"), values);
+    }
+}
diff --git a/src/test/java/com/ebremer/beakgraph/ReaderLifecycleTest.java b/src/test/java/com/ebremer/beakgraph/ReaderLifecycleTest.java
new file mode 100644
index 00000000..a472e66b
--- /dev/null
+++ b/src/test/java/com/ebremer/beakgraph/ReaderLifecycleTest.java
@@ -0,0 +1,128 @@
+package com.ebremer.beakgraph;
+
+import static org.junit.jupiter.api.Assertions.assertNotNull;
+import static org.junit.jupiter.api.Assertions.assertThrows;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+import com.ebremer.beakgraph.core.BeakGraph;
+import com.ebremer.beakgraph.hdf5.readers.HDF5Reader;
+import com.ebremer.beakgraph.hdf5.writers.HDF5Writer;
+import com.ebremer.beakgraph.pool.BeakGraphPool;
+import io.jhdf.HdfFile;
+import io.jhdf.WritableHdfFile;
+import java.io.File;
+import java.net.URI;
+import java.nio.charset.StandardCharsets;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import org.apache.jena.query.Dataset;
+import org.apache.jena.query.QueryExecution;
+import org.apache.jena.query.QueryFactory;
+import org.apache.jena.query.ResultSet;
+import org.junit.jupiter.api.AfterAll;
+import org.junit.jupiter.api.BeforeAll;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.io.TempDir;
+
+/**
+ * Regression tests for the reader lifecycle fixes:
+ * <ul>
+ *   <li>H5 - opening a structurally valid HDF5 file that is not a BeakGraph
+ *       file must fail with a clear exception AND release the underlying file
+ *       mapping (a leaked HdfFile pins the file lock on Windows).</li>
+ *   <li>H6 - closing a named-graph wrapper obtained from the dataset must not
+ *       close the shared reader under the rest of the dataset, and the keyed
+ *       pool must not re-issue an instance whose reader has been closed.</li>
+ * </ul>
+ */
+class ReaderLifecycleTest {
+
+    private static final String TTL = """
+        @prefix ex: <http://ex.org/> .
+        ex:s ex:p ex:o .
+        ex:s ex:p "v" .
+        """;
+
+    @TempDir
+    static Path dir;
+    static File h5;
+
+    @BeforeAll
+    static void build() throws Exception {
+        File ttl = dir.resolve("life.ttl").toFile();
+        h5 = dir.resolve("life.ttl.h5").toFile();
+        Files.write(ttl.toPath(), TTL.getBytes(StandardCharsets.UTF_8));
+        HDF5Writer.Builder()
+                .setSource(ttl).setDestination(h5)
+                .setSpatial(false).setFeatures(false)
+                .build().write();
+    }
+
+    @AfterAll
+    static void drainPool() {
+        BeakGraphPool.getPool().clear(h5.toURI());
+    }
+
+    private static int count(Dataset ds) {
+        try (QueryExecution qe = QueryExecution.dataset(ds)
+                .query(QueryFactory.create("SELECT * WHERE { ?s ?p ?o }")).build()) {
+            ResultSet rs = qe.execSelect();
+            int n = 0;
+            while (rs.hasNext()) { rs.next(); n++; }
+            return n;
+        }
+    }
+
+    // --- H5 ---------------------------------------------------------------
+
+    @Test
+    void malformedFileIsRejectedAndReleased() throws Exception {
+        Path notBG = dir.resolve("notbeakgraph.h5");
+        try (WritableHdfFile out = HdfFile.write(notBG)) {
+            out.putGroup("SomethingElse").putAttribute("hello", 1);
+        }
+        assertThrows(IllegalStateException.class, () -> new HDF5Reader(notBG.toFile()),
+            "a non-BeakGraph HDF5 file must be rejected explicitly");
+        // The failed constructor must have closed the mapped file: on Windows an
+        // open HdfFile mapping makes this delete fail.
+        Files.delete(notBG);
+    }
+
+    // --- H6: named-graph wrapper close ------------------------------------
+
+    @Test
+    void closingNamedGraphWrapperDoesNotKillDataset() throws Exception {
+        try (BeakGraph bg = new BeakGraph(new HDF5Reader(h5))) {
+            Dataset ds = bg.getDataset();
+            // Routine Jena usage: obtain a named model, read it, close it - BEFORE
+            // anything else has touched the file, so a close that wrongly cascades
+            // to the shared reader cannot hide behind already-cached index buffers.
+            ds.getNamedModel(Params.VOIDSTRING).close();
+            assertTrue(count(ds) > 0,
+                "closing a named-graph view must not close the shared reader");
+            assertTrue(bg.getReader().isOpen(), "shared reader must remain open");
+        }
+    }
+
+    // --- H6: pool must not re-issue a closed instance -----------------------
+
+    @Test
+    void poolDoesNotReissueClosedInstance() throws Exception {
+        URI key = h5.toURI();
+        BeakGraph first = BeakGraphPool.getPool().borrowObject(key);
+        assertNotNull(first);
+        // Poison the instance the way a buggy/abusive caller would, then return it.
+        first.close();
+        BeakGraphPool.getPool().returnObject(key, first);
+
+        BeakGraph second = BeakGraphPool.getPool().borrowObject(key);
+        try {
+            // With testOnBorrow active and a working validateObject, the poisoned
+            // instance is destroyed and a fresh one is created - so this works.
+            assertTrue(count(second.getDataset()) > 0,
+                "borrowed instance must be usable after a poisoned return");
+        } finally {
+            BeakGraphPool.getPool().returnObject(key, second);
+        }
+    }
+}
diff --git a/src/test/java/com/ebremer/beakgraph/RegistryWiringTest.java b/src/test/java/com/ebremer/beakgraph/RegistryWiringTest.java
new file mode 100644
index 00000000..58f7c4e9
--- /dev/null
+++ b/src/test/java/com/ebremer/beakgraph/RegistryWiringTest.java
@@ -0,0 +1,175 @@
+package com.ebremer.beakgraph;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertFalse;
+import static org.junit.jupiter.api.Assertions.assertNotNull;
+import static org.junit.jupiter.api.Assertions.assertNotSame;
+import static org.junit.jupiter.api.Assertions.assertNull;
+import static org.junit.jupiter.api.Assertions.assertSame;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+import com.ebremer.beakgraph.core.BeakGraph;
+import com.ebremer.beakgraph.hdf5.jena.OpExecutorBG;
+import com.ebremer.beakgraph.hdf5.readers.HDF5Reader;
+import com.ebremer.beakgraph.hdf5.writers.HDF5Writer;
+import java.io.File;
+import java.nio.charset.StandardCharsets;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.util.HashSet;
+import java.util.Set;
+import org.apache.jena.query.ARQ;
+import org.apache.jena.query.Dataset;
+import org.apache.jena.query.QueryExecution;
+import org.apache.jena.query.QueryExecutionFactory;
+import org.apache.jena.query.QueryFactory;
+import org.apache.jena.query.ResultSet;
+import org.apache.jena.rdf.model.Model;
+import org.apache.jena.rdf.model.ModelFactory;
+import org.apache.jena.rdf.model.RDFNode;
+import org.apache.jena.rdf.model.Resource;
+import org.apache.jena.sparql.engine.main.QC;
+import org.apache.jena.sparql.pfunction.PropertyFunctionRegistry;
+import org.apache.jena.vocabulary.RDF;
+import org.apache.jena.vocabulary.RDFS;
+import org.junit.jupiter.api.AfterAll;
+import org.junit.jupiter.api.BeforeAll;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.io.TempDir;
+
+/**
+ * Regression tests for H7: loading BeakGraph must not mutate global Jena
+ * semantics for other datasets in the same JVM.
+ * <ul>
+ *   <li>The standard rdfs:member property function must stay registered
+ *       globally (it used to be remove()d JVM-wide).</li>
+ *   <li>BG stores treat rdfs:member as a plain stored predicate - excluded
+ *       from property-function rewriting via a dataset-scoped registry, not by
+ *       changing the global one.</li>
+ *   <li>The BG OpExecutor factory is wired into the dataset's context, not the
+ *       global ARQ context.</li>
+ *   <li>The globally registered geof:sfIntersects must actually evaluate
+ *       intersection (it used to return TRUE unconditionally).</li>
+ * </ul>
+ */
+class RegistryWiringTest {
+
+    private static final String TTL = """
+        @prefix ex:   <http://ex.org/> .
+        @prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .
+        ex:bag rdfs:member ex:item .
+        ex:s1 ex:p ex:o1 .
+        """;
+
+    private static final String GEO_WKT = "http://www.opengis.net/ont/geosparql#wktLiteral";
+    private static final String GEOF = "http://www.opengis.net/def/function/geosparql/";
+
+    @TempDir
+    static Path dir;
+    static BeakGraph bg;
+    static Dataset ds;
+
+    @BeforeAll
+    static void buildAndOpen() throws Exception {
+        File ttl = dir.resolve("wiring.ttl").toFile();
+        File h5 = dir.resolve("wiring.ttl.h5").toFile();
+        Files.write(ttl.toPath(), TTL.getBytes(StandardCharsets.UTF_8));
+        HDF5Writer.Builder()
+                .setSource(ttl).setDestination(h5)
+                .setSpatial(false).setFeatures(false)
+                .build().write();
+        bg = new BeakGraph(new HDF5Reader(h5));
+        ds = bg.getDataset();
+    }
+
+    @AfterAll
+    static void closeReader() {
+        if (bg != null) bg.close();
+    }
+
+    // --- global registries stay intact -------------------------------------
+
+    @Test
+    void rdfsMemberStaysRegisteredGlobally() {
+        assertNotNull(PropertyFunctionRegistry.get().get(RDFS.member.getURI()),
+            "loading BeakGraph must not remove the standard rdfs:member property function");
+    }
+
+    @Test
+    void rdfsMemberStillWorksOnPlainJenaModels() {
+        // rdf:_1 containership answered via the rdfs:member property function
+        // (which requires the subject to be typed as a container).
+        Model m = ModelFactory.createDefaultModel();
+        Resource c = m.createResource("http://ex.org/c");
+        Resource item = m.createResource("http://ex.org/i");
+        c.addProperty(RDF.type, RDF.Seq);
+        c.addProperty(RDF.li(1), item);
+        try (QueryExecution qe = QueryExecutionFactory.create(QueryFactory.create(
+                "PREFIX rdfs: <http://www.w3.org/2000/01/rdf-schema#> " +
+                "SELECT ?x WHERE { <http://ex.org/c> rdfs:member ?x }"), m)) {
+            ResultSet rs = qe.execSelect();
+            assertTrue(rs.hasNext(), "container membership must be answered");
+            assertEquals("http://ex.org/i", rs.next().getResource("x").getURI());
+            assertFalse(rs.hasNext());
+        }
+    }
+
+    @Test
+    void globalOpExecutorFactoryIsNotHijacked() {
+        assertNotSame(OpExecutorBG.opExecFactoryBG, QC.getFactory(ARQ.getContext()),
+            "the BG OpExecutor factory must not be installed JVM-globally");
+    }
+
+    // --- per-dataset wiring --------------------------------------------------
+
+    @Test
+    void datasetContextCarriesBGExecutorAndScopedPropertyFunctions() {
+        assertSame(OpExecutorBG.opExecFactoryBG, QC.getFactory(ds.asDatasetGraph().getContext()),
+            "BG datasets must carry their executor in their own context");
+        PropertyFunctionRegistry scoped =
+            PropertyFunctionRegistry.chooseRegistry(ds.asDatasetGraph().getContext());
+        assertNull(scoped.get(RDFS.member.getURI()),
+            "BG datasets must not rewrite rdfs:member patterns into container membership");
+    }
+
+    @Test
+    void rdfsMemberIsAPlainPredicateInBGData() {
+        // The stored triple uses rdfs:member literally; the property function
+        // (which expands to rdf:_N lookups) would answer nothing here.
+        Set<String> items = new HashSet<>();
+        try (QueryExecution qe = QueryExecution.dataset(ds).query(QueryFactory.create(
+                "PREFIX rdfs: <http://www.w3.org/2000/01/rdf-schema#> " +
+                "SELECT ?x WHERE { <http://ex.org/bag> rdfs:member ?x }")).build()) {
+            ResultSet rs = qe.execSelect();
+            while (rs.hasNext()) {
+                RDFNode n = rs.next().get("x");
+                if (n != null && n.isURIResource()) items.add(n.asResource().getURI());
+            }
+        }
+        assertEquals(Set.of("http://ex.org/item"), items);
+    }
+
+    // --- sfIntersects fallback is sound --------------------------------------
+
+    private static boolean intersects(String wkt1, String wkt2) {
+        String q = "ASK { FILTER(<" + GEOF + "sfIntersects>(" +
+            "\"" + wkt1 + "\"^^<" + GEO_WKT + ">, \"" + wkt2 + "\"^^<" + GEO_WKT + ">)) }";
+        try (QueryExecution qe = QueryExecutionFactory.create(
+                QueryFactory.create(q), ModelFactory.createDefaultModel())) {
+            return qe.execAsk();
+        }
+    }
+
+    @Test
+    void sfIntersectsEvaluatesGeometry() {
+        assertTrue(intersects("POLYGON((0 0,10 0,10 10,0 10,0 0))", "POINT(5 5)"),
+            "point inside polygon");
+        assertTrue(intersects("POLYGON((0 0,10 0,10 10,0 10,0 0))", "POLYGON((5 5,15 5,15 15,5 15,5 5))"),
+            "overlapping polygons intersect even though neither is within the other");
+        assertFalse(intersects("POLYGON((0 0,10 0,10 10,0 10,0 0))", "POINT(50 50)"),
+            "disjoint geometries must NOT intersect (previously always true)");
+        assertTrue(intersects("<http://www.opengis.net/def/crs/EPSG/0/4326> POINT(5 5)",
+                "POLYGON((0 0,10 0,10 10,0 10,0 0))"),
+            "CRS-prefixed wktLiteral must be handled");
+    }
+}
diff --git a/src/test/java/com/ebremer/beakgraph/RepeatedVariablePatternTest.java b/src/test/java/com/ebremer/beakgraph/RepeatedVariablePatternTest.java
new file mode 100644
index 00000000..ac14b122
--- /dev/null
+++ b/src/test/java/com/ebremer/beakgraph/RepeatedVariablePatternTest.java
@@ -0,0 +1,131 @@
+package com.ebremer.beakgraph;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertFalse;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+import com.ebremer.beakgraph.core.BeakGraph;
+import com.ebremer.beakgraph.hdf5.readers.HDF5Reader;
+import com.ebremer.beakgraph.hdf5.writers.HDF5Writer;
+import java.io.File;
+import java.nio.charset.StandardCharsets;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.util.HashSet;
+import java.util.Set;
+import org.apache.jena.query.Dataset;
+import org.apache.jena.query.QueryExecution;
+import org.apache.jena.query.QueryFactory;
+import org.apache.jena.query.QuerySolution;
+import org.apache.jena.query.ResultSet;
+import org.apache.jena.rdf.model.RDFNode;
+import org.junit.jupiter.api.AfterAll;
+import org.junit.jupiter.api.BeforeAll;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.io.TempDir;
+
+/**
+ * Regression tests for C1: a variable repeated within one triple pattern must
+ * only match rows where both positions hold the same term. BindingNodeId.put
+ * previously kept the first value and silently ignored the second, so
+ * {@code ?s ?p ?s} matched every triple.
+ */
+class RepeatedVariablePatternTest {
+
+    // ex:loop is subject, predicate AND object of one triple (S=P=O);
+    // ex:a and ex:c are S=O with distinct predicates; (a p b) and (d q e)
+    // are ordinary triples that must NOT match repeated-variable patterns.
+    private static final String TTL = """
+        @prefix ex: <http://ex.org/> .
+        ex:loop ex:loop ex:loop .
+        ex:a ex:p ex:a .
+        ex:a ex:p ex:b .
+        ex:c ex:q ex:c .
+        ex:d ex:q ex:e .
+        """;
+
+    private static final String PREFIX = "PREFIX ex: <http://ex.org/> ";
+
+    @TempDir
+    static Path dir;
+    static BeakGraph bg;
+    static Dataset ds;
+
+    @BeforeAll
+    static void buildAndOpen() throws Exception {
+        File ttl = dir.resolve("repvar.ttl").toFile();
+        File h5 = dir.resolve("repvar.ttl.h5").toFile();
+        Files.write(ttl.toPath(), TTL.getBytes(StandardCharsets.UTF_8));
+        HDF5Writer.Builder()
+                .setSource(ttl).setDestination(h5)
+                .setSpatial(false).setFeatures(false)
+                .build().write();
+        bg = new BeakGraph(new HDF5Reader(h5));
+        ds = bg.getDataset();
+    }
+
+    @AfterAll
+    static void closeReader() {
+        if (bg != null) bg.close();
+    }
+
+    private static Set<String> select(String var, String query) {
+        Set<String> uris = new HashSet<>();
+        try (QueryExecution qe = QueryExecution.dataset(ds)
+                .query(QueryFactory.create(PREFIX + query)).build()) {
+            ResultSet rs = qe.execSelect();
+            while (rs.hasNext()) {
+                QuerySolution qs = rs.next();
+                RDFNode n = qs.get(var);
+                if (n != null && n.isURIResource()) uris.add(n.asResource().getURI());
+            }
+        }
+        return uris;
+    }
+
+    @Test
+    void subjectObjectRepeatMatchesOnlyEqualRows() {
+        // ?s ?p ?s : subject must equal object -> loop, a, c (NOT b/d/e rows).
+        assertEquals(Set.of("http://ex.org/loop", "http://ex.org/a", "http://ex.org/c"),
+            select("s", "SELECT ?s WHERE { ?s ?p ?s }"));
+    }
+
+    @Test
+    void subjectObjectRepeatWithBoundPredicate() {
+        // ?x ex:p ?x : only (a p a); (a p b) must not match.
+        assertEquals(Set.of("http://ex.org/a"),
+            select("x", "SELECT ?x WHERE { ?x ex:p ?x }"));
+        assertEquals(Set.of("http://ex.org/c"),
+            select("x", "SELECT ?x WHERE { ?x ex:q ?x }"));
+    }
+
+    @Test
+    void subjectPredicateRepeatMatchesOnlyEqualRows() {
+        // ?x ?x ?o : subject must equal predicate -> only the loop triple.
+        // (Subject ids live in the entity dictionary, predicate ids in their own
+        // dictionary, so this also exercises the cross-id-space comparison.)
+        assertEquals(Set.of("http://ex.org/loop"),
+            select("x", "SELECT ?x WHERE { ?x ?x ?o }"));
+        assertEquals(Set.of("http://ex.org/loop"),
+            select("o", "SELECT ?o WHERE { ?x ?x ?o }"));
+    }
+
+    @Test
+    void tripleRepeatMatchesOnlyAllEqualRow() {
+        // ?x ?x ?x : S = P = O -> only the loop triple.
+        assertEquals(Set.of("http://ex.org/loop"),
+            select("x", "SELECT ?x WHERE { ?x ?x ?x }"));
+    }
+
+    @Test
+    void askVariantsAgree() {
+        try (QueryExecution qe = QueryExecution.dataset(ds)
+                .query(QueryFactory.create(PREFIX + "ASK { ex:d ?p ex:d }")).build()) {
+            assertFalse(qe.execAsk(), "ex:d is never its own object");
+        }
+        try (QueryExecution qe = QueryExecution.dataset(ds)
+                .query(QueryFactory.create(PREFIX + "ASK { ex:a ?p ex:a }")).build()) {
+            assertTrue(qe.execAsk());
+        }
+    }
+}
diff --git a/src/test/java/com/ebremer/beakgraph/SpatialCrsIndexingTest.java b/src/test/java/com/ebremer/beakgraph/SpatialCrsIndexingTest.java
new file mode 100644
index 00000000..0098cdfa
--- /dev/null
+++ b/src/test/java/com/ebremer/beakgraph/SpatialCrsIndexingTest.java
@@ -0,0 +1,68 @@
+package com.ebremer.beakgraph;
+
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+import com.ebremer.beakgraph.core.BeakGraph;
+import com.ebremer.beakgraph.hdf5.readers.HDF5Reader;
+import com.ebremer.beakgraph.hdf5.writers.HDF5Writer;
+import java.io.File;
+import java.nio.charset.StandardCharsets;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import org.apache.jena.query.Dataset;
+import org.apache.jena.query.QueryExecution;
+import org.apache.jena.query.QueryFactory;
+import org.apache.jena.query.ResultSet;
+import org.junit.jupiter.api.AfterAll;
+import org.junit.jupiter.api.BeforeAll;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.io.TempDir;
+
+/**
+ * Regression test for the H8 write path: a wktLiteral carrying the optional
+ * GeoSPARQL CRS prefix must be spatially indexed. Previously the raw lexical
+ * form went straight into a JTS WKTReader, failed to parse, and the geometry
+ * was silently dropped from the index (classified "degenerate").
+ */
+class SpatialCrsIndexingTest {
+
+    private static final String TTL = """
+        @prefix ex:  <http://ex.org/> .
+        @prefix geo: <http://www.opengis.net/ont/geosparql#> .
+        ex:f1 geo:asWKT "<http://www.opengis.net/def/crs/EPSG/0/4326> POLYGON((0 0,64 0,64 64,0 64,0 0))"^^geo:wktLiteral .
+        """;
+
+    @TempDir
+    static Path dir;
+    static BeakGraph bg;
+    static Dataset ds;
+
+    @BeforeAll
+    static void buildAndOpen() throws Exception {
+        File ttl = dir.resolve("crs.ttl").toFile();
+        File h5 = dir.resolve("crs.ttl.h5").toFile();
+        Files.write(ttl.toPath(), TTL.getBytes(StandardCharsets.UTF_8));
+        HDF5Writer.Builder()
+                .setSource(ttl).setDestination(h5)
+                .setSpatial(true).setFeatures(false)
+                .build().write();
+        bg = new BeakGraph(new HDF5Reader(h5));
+        ds = bg.getDataset();
+    }
+
+    @AfterAll
+    static void closeReader() {
+        if (bg != null) bg.close();
+    }
+
+    @Test
+    void crsPrefixedGeometryIsIndexed() {
+        try (QueryExecution qe = QueryExecution.dataset(ds).query(QueryFactory.create(
+                "SELECT * WHERE { GRAPH <" + Params.SPATIALSTRING + "> { ?s ?p ?o } }")).build()) {
+            ResultSet rs = qe.execSelect();
+            int n = 0;
+            while (rs.hasNext()) { rs.next(); n++; }
+            assertTrue(n > 0, "the spatial graph must contain index rows for a CRS-prefixed geometry");
+        }
+    }
+}
diff --git a/src/test/java/com/ebremer/beakgraph/UnionGraphAndDetachTest.java b/src/test/java/com/ebremer/beakgraph/UnionGraphAndDetachTest.java
new file mode 100644
index 00000000..bd24fcf6
--- /dev/null
+++ b/src/test/java/com/ebremer/beakgraph/UnionGraphAndDetachTest.java
@@ -0,0 +1,163 @@
+package com.ebremer.beakgraph;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertFalse;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+import com.ebremer.beakgraph.core.BeakGraph;
+import com.ebremer.beakgraph.hdf5.jena.BindingBG;
+import com.ebremer.beakgraph.hdf5.jena.BindingNodeId;
+import com.ebremer.beakgraph.hdf5.jena.NodeId;
+import com.ebremer.beakgraph.hdf5.readers.HDF5Reader;
+import com.ebremer.beakgraph.hdf5.writers.HDF5Writer;
+import java.io.File;
+import java.nio.charset.StandardCharsets;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.util.Iterator;
+import org.apache.jena.graph.Node;
+import org.apache.jena.graph.NodeFactory;
+import org.apache.jena.query.Dataset;
+import org.apache.jena.query.QueryExecution;
+import org.apache.jena.query.QueryFactory;
+import org.apache.jena.query.ResultSet;
+import org.apache.jena.sparql.core.Quad;
+import org.apache.jena.sparql.core.Var;
+import org.apache.jena.sparql.engine.binding.Binding;
+import org.apache.jena.sparql.engine.binding.BindingFactory;
+import org.junit.jupiter.api.AfterAll;
+import org.junit.jupiter.api.BeforeAll;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.io.TempDir;
+
+/**
+ * Regression tests for three dataset/binding contract gaps:
+ * <ul>
+ *   <li>{@code GRAPH <urn:x-arq:unionGraph>} must query the union of all named
+ *       graphs (it silently returned empty).</li>
+ *   <li>{@code findNG} must return named-graph quads only (it delegated to
+ *       {@code find}, which prepends the default graph).</li>
+ *   <li>{@code BindingBG.detachWithNewParent} must materialize the
+ *       NodeId-backed bindings (it threw UnsupportedOperationException, which
+ *       breaks Jena's binding detach/copy paths).</li>
+ * </ul>
+ */
+class UnionGraphAndDetachTest {
+
+    private static final String TTL = """
+        @prefix ex: <http://ex.org/> .
+        ex:s1 ex:p ex:o1 .
+        ex:s2 ex:p "v" .
+        """;
+
+    private static final int DEFAULT_GRAPH_TRIPLES = 2;
+    // Use Jena's constant - the URI is urn:x-arq:UnionGraph (capital U), and a
+    // hand-typed variant silently names a non-existent graph.
+    private static final String UNION = Quad.unionGraph.getURI();
+
+    @TempDir
+    static Path dir;
+    static BeakGraph bg;
+    static Dataset ds;
+
+    @BeforeAll
+    static void buildAndOpen() throws Exception {
+        File ttl = dir.resolve("union.ttl").toFile();
+        File h5 = dir.resolve("union.ttl.h5").toFile();
+        Files.write(ttl.toPath(), TTL.getBytes(StandardCharsets.UTF_8));
+        HDF5Writer.Builder()
+                .setSource(ttl).setDestination(h5)
+                .setSpatial(false).setFeatures(false)
+                .build().write();
+        bg = new BeakGraph(new HDF5Reader(h5));
+        ds = bg.getDataset();
+    }
+
+    @AfterAll
+    static void closeReader() {
+        if (bg != null) bg.close();
+    }
+
+    private static int count(String query) {
+        try (QueryExecution qe = QueryExecution.dataset(ds)
+                .query(QueryFactory.create("PREFIX ex: <http://ex.org/> " + query)).build()) {
+            ResultSet rs = qe.execSelect();
+            int n = 0;
+            while (rs.hasNext()) { rs.next(); n++; }
+            return n;
+        }
+    }
+
+    private static int voidGraphSize() {
+        return count("SELECT * WHERE { GRAPH <" + Params.VOIDSTRING + "> { ?s ?p ?o } }");
+    }
+
+    // --- union default graph -------------------------------------------------
+
+    @Test
+    void unionGraphQueriesAllNamedGraphs() {
+        int voidCount = voidGraphSize();
+        assertTrue(voidCount > 0, "control: the VoID named graph is non-empty");
+        assertEquals(voidCount,
+            count("SELECT * WHERE { GRAPH <" + UNION + "> { ?s ?p ?o } }"),
+            "the union graph must contain exactly the named-graph triples");
+    }
+
+    @Test
+    void unionGraphExcludesDefaultGraphTriples() {
+        try (QueryExecution qe = QueryExecution.dataset(ds).query(QueryFactory.create(
+                "PREFIX ex: <http://ex.org/> ASK { GRAPH <" + UNION + "> { ex:s1 ex:p ex:o1 } }")).build()) {
+            assertFalse(qe.execAsk(), "default-graph triples are not part of the union of named graphs");
+        }
+    }
+
+    @Test
+    void getUnionModelWorks() {
+        assertEquals(voidGraphSize(), ds.getUnionModel().size());
+    }
+
+    // --- findNG ---------------------------------------------------------------
+
+    @Test
+    void findNGReturnsNamedGraphQuadsOnly() {
+        Iterator<Quad> it = ds.asDatasetGraph().findNG(Node.ANY, Node.ANY, Node.ANY, Node.ANY);
+        int n = 0;
+        while (it.hasNext()) {
+            Quad q = it.next();
+            assertFalse(Quad.isDefaultGraph(q.getGraph()),
+                "findNG must not return default-graph quads, got: " + q);
+            n++;
+        }
+        assertEquals(voidGraphSize(), n);
+    }
+
+    @Test
+    void findAnyStillIncludesDefaultGraph() {
+        Iterator<Quad> it = ds.asDatasetGraph().find(Node.ANY, Node.ANY, Node.ANY, Node.ANY);
+        int n = 0;
+        while (it.hasNext()) { it.next(); n++; }
+        assertEquals(DEFAULT_GRAPH_TRIPLES + voidGraphSize(), n);
+    }
+
+    // --- detach ----------------------------------------------------------------
+
+    @Test
+    void detachMaterializesNodeIdBindings() {
+        Node s1 = NodeFactory.createURI("http://ex.org/s1");
+        NodeId id = bg.getReader().getNodeTable().getNodeIdForNode(s1);
+        assertFalse(NodeId.isDoesNotExist(id), "control: ex:s1 must be in the dictionary");
+
+        Node parentTerm = NodeFactory.createURI("http://ex.org/parent");
+        Binding parent = BindingFactory.binding(Var.alloc("x"), parentTerm);
+        BindingNodeId bnid = new BindingNodeId(parent);
+        bnid.put(Var.alloc("s"), id);
+
+        Binding detached = new BindingBG(bnid, bg).detach();
+        assertFalse(detached instanceof BindingBG,
+            "detach must materialize away from the reader-backed binding");
+        assertEquals(s1, detached.get(Var.alloc("s")),
+            "detached binding must carry the materialized node");
+        assertEquals(parentTerm, detached.get(Var.alloc("x")),
+            "detached binding must keep parent bindings");
+    }
+}
diff --git a/src/test/java/com/ebremer/beakgraph/ValueClusterFilterTest.java b/src/test/java/com/ebremer/beakgraph/ValueClusterFilterTest.java
new file mode 100644
index 00000000..4b5cbc20
--- /dev/null
+++ b/src/test/java/com/ebremer/beakgraph/ValueClusterFilterTest.java
@@ -0,0 +1,128 @@
+package com.ebremer.beakgraph;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+
+import com.ebremer.beakgraph.core.BeakGraph;
+import com.ebremer.beakgraph.hdf5.readers.HDF5Reader;
+import com.ebremer.beakgraph.hdf5.writers.HDF5Writer;
+import java.io.File;
+import java.nio.charset.StandardCharsets;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.util.HashSet;
+import java.util.Set;
+import org.apache.jena.query.Dataset;
+import org.apache.jena.query.QueryExecution;
+import org.apache.jena.query.QueryFactory;
+import org.apache.jena.query.ResultSet;
+import org.apache.jena.rdf.model.RDFNode;
+import org.junit.jupiter.api.AfterAll;
+import org.junit.jupiter.api.BeforeAll;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.io.TempDir;
+
+/**
+ * Regression tests for C6b: range-filter pushdown must enclose the whole
+ * cluster of value-equal but term-distinct literals. "5"^^xsd:int, 5
+ * (xsd:integer) and "5.0"^^xsd:double compare value-equal and occupy distinct
+ * adjacent dictionary ids; deriving the scan bound from the exact-term
+ * insertion point landed inside that cluster and silently dropped qualifying
+ * rows at the boundary (e.g. FILTER(?o >= 5) missed "5"^^xsd:int).
+ */
+class ValueClusterFilterTest {
+
+    private static final String TTL = """
+        @prefix ex:  <http://ex.org/> .
+        @prefix xsd: <http://www.w3.org/2001/XMLSchema#> .
+        ex:m1 ex:value "5"^^xsd:int .
+        ex:m2 ex:value 5 .
+        ex:m3 ex:value "5.0"^^xsd:double .
+        ex:m4 ex:value 4 .
+        ex:m5 ex:value 6 .
+        """;
+
+    private static final String PREFIX =
+        "PREFIX ex: <http://ex.org/> PREFIX xsd: <http://www.w3.org/2001/XMLSchema#> ";
+
+    private static final Set<String> ALL_FIVES_AND_UP =
+        Set.of("http://ex.org/m1", "http://ex.org/m2", "http://ex.org/m3", "http://ex.org/m5");
+    private static final Set<String> ALL_FIVES_AND_DOWN =
+        Set.of("http://ex.org/m1", "http://ex.org/m2", "http://ex.org/m3", "http://ex.org/m4");
+
+    @TempDir
+    static Path dir;
+    static BeakGraph bg;
+    static Dataset ds;
+
+    @BeforeAll
+    static void buildAndOpen() throws Exception {
+        File ttl = dir.resolve("cluster.ttl").toFile();
+        File h5 = dir.resolve("cluster.ttl.h5").toFile();
+        Files.write(ttl.toPath(), TTL.getBytes(StandardCharsets.UTF_8));
+        HDF5Writer.Builder()
+                .setSource(ttl).setDestination(h5)
+                .setSpatial(false).setFeatures(false)
+                .build().write();
+        bg = new BeakGraph(new HDF5Reader(h5));
+        ds = bg.getDataset();
+    }
+
+    @AfterAll
+    static void closeReader() {
+        if (bg != null) bg.close();
+    }
+
+    private static Set<String> subjects(String where) {
+        Set<String> uris = new HashSet<>();
+        try (QueryExecution qe = QueryExecution.dataset(ds)
+                .query(QueryFactory.create(PREFIX + "SELECT ?s WHERE { " + where + " }")).build()) {
+            ResultSet rs = qe.execSelect();
+            while (rs.hasNext()) {
+                RDFNode n = rs.next().get("s");
+                if (n != null && n.isURIResource()) uris.add(n.asResource().getURI());
+            }
+        }
+        return uris;
+    }
+
+    // --- bound predicate (GPOS / BGIteratorPOS route) -----------------------
+
+    @Test
+    void greaterOrEqualIncludesWholeValueCluster() {
+        assertEquals(ALL_FIVES_AND_UP, subjects("?s ex:value ?o FILTER(?o >= 5)"));
+    }
+
+    @Test
+    void lessOrEqualIncludesWholeValueCluster() {
+        assertEquals(ALL_FIVES_AND_DOWN, subjects("?s ex:value ?o FILTER(?o <= 5)"));
+    }
+
+    @Test
+    void strictBoundsExcludeWholeValueCluster() {
+        assertEquals(Set.of("http://ex.org/m5"), subjects("?s ex:value ?o FILTER(?o > 5)"));
+        assertEquals(Set.of("http://ex.org/m4"), subjects("?s ex:value ?o FILTER(?o < 5)"));
+    }
+
+    @Test
+    void absentConstantInsideClusterRange() {
+        // 4.5 is not a stored term; the insertion point sits next to the 5-cluster.
+        assertEquals(ALL_FIVES_AND_UP, subjects("?s ex:value ?o FILTER(?o > 4.5)"));
+        assertEquals(Set.of("http://ex.org/m4"), subjects("?s ex:value ?o FILTER(?o < 4.5)"));
+    }
+
+    @Test
+    void typedConstantVariantsAgree() {
+        // The same value written as a different term must produce identical results.
+        assertEquals(ALL_FIVES_AND_UP, subjects("?s ex:value ?o FILTER(?o >= \"5\"^^xsd:int)"));
+        assertEquals(ALL_FIVES_AND_UP, subjects("?s ex:value ?o FILTER(?o >= \"5.0\"^^xsd:double)"));
+    }
+
+    // --- variable predicate (GSPO full scan / BGIteratorSPO_All route) ------
+
+    @Test
+    void fullScanRouteAgrees() {
+        assertEquals(ALL_FIVES_AND_UP, subjects("?s ?p ?o FILTER(?o >= 5)"));
+        assertEquals(ALL_FIVES_AND_DOWN, subjects("?s ?p ?o FILTER(?o <= 5)"));
+        assertEquals(Set.of("http://ex.org/m5"), subjects("?s ?p ?o FILTER(?o > 5)"));
+    }
+}
diff --git a/src/test/java/com/ebremer/beakgraph/features/MajorMinorLocaleTest.java b/src/test/java/com/ebremer/beakgraph/features/MajorMinorLocaleTest.java
new file mode 100644
index 00000000..8218cb4f
--- /dev/null
+++ b/src/test/java/com/ebremer/beakgraph/features/MajorMinorLocaleTest.java
@@ -0,0 +1,51 @@
+package com.ebremer.beakgraph.features;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+
+import com.ebremer.ns.HAL;
+import java.util.ArrayList;
+import java.util.Locale;
+import org.apache.jena.graph.NodeFactory;
+import org.apache.jena.sparql.core.Quad;
+import org.junit.jupiter.api.AfterEach;
+import org.junit.jupiter.api.BeforeEach;
+import org.junit.jupiter.api.Test;
+import org.locationtech.jts.io.WKTReader;
+
+/**
+ * Regression test: the WKT literals MajorMinor generates must use '.' as the
+ * decimal separator regardless of the JVM default locale. Under de_DE the old
+ * String.format calls produced "POINT(5,0000 2,5000)" - invalid WKT.
+ */
+class MajorMinorLocaleTest {
+
+    private Locale saved;
+
+    @BeforeEach
+    void forceCommaDecimalLocale() {
+        saved = Locale.getDefault();
+        Locale.setDefault(Locale.GERMANY);
+    }
+
+    @AfterEach
+    void restoreLocale() {
+        Locale.setDefault(saved);
+    }
+
+    @Test
+    void wktUsesDotDecimalSeparatorUnderCommaLocale() throws Exception {
+        ArrayList<Quad> quads = new ArrayList<>();
+        MajorMinor.add(quads, NodeFactory.createURI("http://ex.org/f"),
+            "POLYGON((0 0, 10 0, 10 5, 0 5, 0 0))");
+        assertEquals(3, quads.size(), "centroid + major axis + minor axis expected");
+
+        WKTReader reader = new WKTReader();
+        String centroid = null;
+        for (Quad q : quads) {
+            String wkt = q.getObject().getLiteralLexicalForm();
+            reader.read(wkt); // throws ParseException on locale-corrupted WKT
+            if (q.getPredicate().equals(HAL.centroid.asNode())) centroid = wkt;
+        }
+        assertEquals("POINT(5.0000 2.5000)", centroid);
+    }
+}

From f734f2aa794bb764bf5d664e1dc38c9b6ad38e05 Mon Sep 17 00:00:00 2001
From: Erich Bremer <erich@ebremer.com>
Date: Thu, 11 Jun 2026 14:24:08 -0400
Subject: [PATCH 3/4] code cleanup and fixes

---
 .github/workflows/ci.yml                      |  27 +
 README.md                                     |  55 +-
 REVIEW.md                                     | 151 +++++
 pom.xml                                       |  40 +-
 src/main/java/com/ebremer/beakgraph/BG.java   |  14 +-
 .../beakgraph/cmdline/BeakGraphCLI.java       |  54 +-
 .../beakgraph/cmdline/FileCounter.java        |  12 +-
 .../beakgraph/core/BGDatasetGraph.java        |  83 ++-
 .../com/ebremer/beakgraph/core/BeakGraph.java |  15 +-
 .../beakgraph/core/EmptyDictionaryWriter.java |  12 +-
 .../com/ebremer/beakgraph/core/VoidStats.java |   6 +-
 .../core/fuseki/BGSparqlService.java          |  69 ++-
 .../beakgraph/core/fuseki/BGVoIDSD.java       |   6 +-
 .../core/fuseki/LWSStorageServlet.java        | 161 +++++-
 .../core/fuseki/RelativeIRIResolver.java      |  33 +-
 .../beakgraph/core/fuseki/SPARQLEndPoint.java |  33 +-
 .../beakgraph/core/lib/NodeComparator.java    | 138 ++++-
 .../com/ebremer/beakgraph/core/lib/Stats.java |   9 +-
 .../com/ebremer/beakgraph/core/lib/VByte.java | 154 +----
 .../beakgraph/features/MajorMinor.java        | 216 ++++---
 .../beakgraph/features/ShapeAnalysis.java     |  31 +-
 .../features/pyradiomics/Gen2DFeatures.java   |  78 ++-
 .../hdf5/BitPackedUnSignedLongBuffer.java     |  87 +--
 .../com/ebremer/beakgraph/hdf5/Buffer.java    |  70 ---
 .../com/ebremer/beakgraph/hdf5/Index.java     | 236 +-------
 .../beakgraph/hdf5/jena/BGIteratorMaster.java |  48 +-
 .../beakgraph/hdf5/jena/BGIteratorOS.java     |  20 +-
 .../hdf5/jena/BGIteratorSPO_All.java          |  13 +-
 .../ebremer/beakgraph/hdf5/jena/BGReader.java |   7 +-
 .../beakgraph/hdf5/jena/BindingBG.java        |  49 +-
 .../beakgraph/hdf5/jena/BindingNodeId.java    |  35 --
 .../beakgraph/hdf5/jena/HilbertPolygon.java   |  43 +-
 .../ebremer/beakgraph/hdf5/jena/NumScale.java |  58 --
 .../beakgraph/hdf5/jena/PatternMatchBG.java   |  87 +--
 .../beakgraph/hdf5/jena/QueryEngineBeak.java  |  59 --
 .../beakgraph/hdf5/jena/SimpleNodeTable.java  |  15 +-
 .../hdf5/jena/SpatialIndexIterator.java       | 247 ++++----
 .../beakgraph/hdf5/readers/FCDReader.java     |  40 +-
 .../beakgraph/hdf5/readers/HDF5Reader.java    |  31 +-
 .../readers/MultiTypeDictionaryReader.java    |  58 +-
 .../readers/PositionalDictionaryReader.java   |  21 +-
 .../beakgraph/hdf5/writers/BGIndex.java       |  13 +-
 .../beakgraph/hdf5/writers/FCDWriter.java     |  10 +-
 .../beakgraph/hdf5/writers/HDF5Writer.java    |  68 ++-
 .../writers/MultiTypeDictionaryWriter.java    |  85 ++-
 .../writers/PositionalDictionaryWriter.java   |  16 +-
 .../PositionalDictionaryWriterBuilder.java    | 288 +++++++---
 .../beakgraph/lws/LWSMetadataGenerator.java   |  10 +-
 .../beakgraph/pool/BeakGraphKeyedPool.java    |  11 +-
 .../ebremer/beakgraph/pool/BeakGraphPool.java |   8 +-
 .../beakgraph/pool/BeakGraphPoolFactory.java  |  27 +-
 .../ebremer/beakgraph/turbo/Intersects.java   |  21 +-
 .../beakgraph/turbo/SineWaveGenerator.java    |  41 --
 .../beakgraph/utils/HDTBitmapDirectory.java   |  53 +-
 .../com/ebremer/beakgraph/utils/UTIL.java     |  86 +--
 .../ebremer/halcyon/geometry/Vector2D.java    |  19 +-
 .../ebremer/halcyon/hilbert/HilbertSpace.java | 537 ++----------------
 .../halcyon/hilbert/PolygonScaler.java        | 122 +++-
 .../ebremer/halcyon/hilbert/WKTDatatype.java  |  50 +-
 .../com/ebremer/halcyon/hilbert/eRange.java   |  74 ---
 .../com/ebremer/halcyon/hilbert/hNode.java    |  11 -
 .../com/ebremer/halcyon/hilbert/hTools.java   |  26 -
 .../ebremer/halcyon/hilbert/hsPolygon.java    |  41 --
 .../native-image/resource-config.json         |   4 +-
 .../resources/META-INF/sparql/beakgraph.png   | Bin 1616762 -> 0 bytes
 src/main/resources/log4j2.yml                 |   9 +
 .../BGIteratorConcreteSubjectTest.java        |  10 +-
 .../beakgraph/BadPolygonResilienceTest.java   | 139 +++++
 .../BitPackedUnSignedLongBufferTest.java      |  28 +
 .../beakgraph/DefaultGraphSentinelTest.java   |  84 +++
 .../ebremer/beakgraph/DualRoleUriTest.java    |  10 +-
 .../FeatureGenerationResilienceTest.java      |  97 ++++
 .../ebremer/beakgraph/FeatureMathTest.java    |  49 ++
 .../beakgraph/HilbertSpaceFixesTest.java      |  30 +
 .../beakgraph/InputBindingShapeTest.java      | 126 ++++
 .../MalformedLiteralRoundTripTest.java        | 122 ++++
 .../beakgraph/NonExistentBindingTest.java     |  10 +-
 .../beakgraph/PolygonScalerGridCellTest.java  |  46 ++
 .../beakgraph/QuadFormatIngestionTest.java    | 106 ++++
 .../beakgraph/SpatialConcreteSubjectTest.java | 133 +++++
 .../beakgraph/SpatialFidelityTest.java        | 114 ++++
 .../SpatialGeometryCollectionTest.java        |  94 +++
 .../beakgraph/SpatialHugeCoordinateTest.java  | 103 ++++
 .../SpatialNegativeCoordinateTest.java        | 119 ++++
 .../SpatialQueryCorrectnessTest.java          | 136 +++++
 .../beakgraph/TemporalTotalOrderTest.java     | 212 +++++++
 .../beakgraph/TransactionStateTest.java       |  82 +++
 .../beakgraph/VariableGraphScanTest.java      |  28 +
 .../beakgraph/WriteErrorHandlingTest.java     |  27 +
 .../cmdline/BeakGraphCLIConversionTest.java   |  66 +++
 .../beakgraph/cmdline/FileCounterTest.java    |  31 +
 .../ebremer/beakgraph/core/VoidStatsTest.java |  51 ++
 .../core/fuseki/LWSStorageServletTest.java    |  32 ++
 .../core/fuseki/RelativeIRIResolverTest.java  |  43 +-
 .../features/FeatureEdgeCasesTest.java        | 101 ++++
 .../lws/LWSMetadataGeneratorTest.java         |  36 ++
 .../pool/BeakGraphPoolValidationTest.java     |  47 ++
 97 files changed, 4306 insertions(+), 2257 deletions(-)
 create mode 100644 .github/workflows/ci.yml
 create mode 100644 REVIEW.md
 delete mode 100644 src/main/java/com/ebremer/beakgraph/hdf5/Buffer.java
 delete mode 100644 src/main/java/com/ebremer/beakgraph/hdf5/jena/NumScale.java
 delete mode 100644 src/main/java/com/ebremer/beakgraph/hdf5/jena/QueryEngineBeak.java
 delete mode 100644 src/main/java/com/ebremer/beakgraph/turbo/SineWaveGenerator.java
 delete mode 100644 src/main/java/com/ebremer/halcyon/hilbert/eRange.java
 delete mode 100644 src/main/java/com/ebremer/halcyon/hilbert/hNode.java
 delete mode 100644 src/main/java/com/ebremer/halcyon/hilbert/hTools.java
 delete mode 100644 src/main/java/com/ebremer/halcyon/hilbert/hsPolygon.java
 delete mode 100644 src/main/resources/META-INF/sparql/beakgraph.png
 create mode 100644 src/test/java/com/ebremer/beakgraph/BadPolygonResilienceTest.java
 create mode 100644 src/test/java/com/ebremer/beakgraph/DefaultGraphSentinelTest.java
 create mode 100644 src/test/java/com/ebremer/beakgraph/FeatureGenerationResilienceTest.java
 create mode 100644 src/test/java/com/ebremer/beakgraph/FeatureMathTest.java
 create mode 100644 src/test/java/com/ebremer/beakgraph/InputBindingShapeTest.java
 create mode 100644 src/test/java/com/ebremer/beakgraph/MalformedLiteralRoundTripTest.java
 create mode 100644 src/test/java/com/ebremer/beakgraph/PolygonScalerGridCellTest.java
 create mode 100644 src/test/java/com/ebremer/beakgraph/QuadFormatIngestionTest.java
 create mode 100644 src/test/java/com/ebremer/beakgraph/SpatialConcreteSubjectTest.java
 create mode 100644 src/test/java/com/ebremer/beakgraph/SpatialFidelityTest.java
 create mode 100644 src/test/java/com/ebremer/beakgraph/SpatialGeometryCollectionTest.java
 create mode 100644 src/test/java/com/ebremer/beakgraph/SpatialHugeCoordinateTest.java
 create mode 100644 src/test/java/com/ebremer/beakgraph/SpatialNegativeCoordinateTest.java
 create mode 100644 src/test/java/com/ebremer/beakgraph/SpatialQueryCorrectnessTest.java
 create mode 100644 src/test/java/com/ebremer/beakgraph/TemporalTotalOrderTest.java
 create mode 100644 src/test/java/com/ebremer/beakgraph/TransactionStateTest.java
 create mode 100644 src/test/java/com/ebremer/beakgraph/cmdline/BeakGraphCLIConversionTest.java
 create mode 100644 src/test/java/com/ebremer/beakgraph/cmdline/FileCounterTest.java
 create mode 100644 src/test/java/com/ebremer/beakgraph/core/VoidStatsTest.java
 create mode 100644 src/test/java/com/ebremer/beakgraph/features/FeatureEdgeCasesTest.java
 create mode 100644 src/test/java/com/ebremer/beakgraph/lws/LWSMetadataGeneratorTest.java
 create mode 100644 src/test/java/com/ebremer/beakgraph/pool/BeakGraphPoolValidationTest.java

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 00000000..b58355c4
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,27 @@
+# Linux + Windows test matrix. The Linux leg exists deliberately: the LWS
+# symlink-escape test (LWSStorageServletTest.resolveWithinRejectsSymlinkEscape)
+# auto-skips on Windows without symlink privileges, so Windows-only development
+# never exercises that protection.
+name: CI
+
+on:
+  push:
+    branches: [ master, next ]
+  pull_request:
+
+jobs:
+  test:
+    strategy:
+      fail-fast: false
+      matrix:
+        os: [ ubuntu-latest, windows-latest ]
+    runs-on: ${{ matrix.os }}
+    steps:
+      - uses: actions/checkout@v4
+      - uses: actions/setup-java@v4
+        with:
+          distribution: temurin
+          java-version: 25
+          cache: maven
+      - name: Build and test
+        run: mvn -B -Plib clean test
diff --git a/README.md b/README.md
index 8e9a13ec..be458976 100644
--- a/README.md
+++ b/README.md
@@ -7,7 +7,7 @@
   alt="BeakGraph"
   title="BeakGraph">
 
-Beakgraph is an [Apache Jena](https://jena.apache.org/) Graph Implmentation of [RDF HDT](https://www.rdfhdt.org/) technology pumped into a [HDF5](https://www.hdfgroup.org/solutions/hdf5/) file and extended to support a full RDF Dataset.
+BeakGraph is an [Apache Jena](https://jena.apache.org/) Graph implementation of [RDF HDT](https://www.rdfhdt.org/) technology pumped into a [HDF5](https://www.hdfgroup.org/solutions/hdf5/) file and extended to support a full RDF Dataset.
 
 <br clear="all">
 
@@ -30,26 +30,32 @@ Core Library Jar Library
 mvn -Plib clean package
 ```
 
-## Using BreakGraph in your code
+## Using BeakGraph in your code
 
 ### Creating a BeakGraph from your data
-```
-HDF5Writer.Builder()
-    .setSource(file)
-    .setSpatial(true)   # only needed if GeoSPARQL spatial data is present
-    .setDestination(dest)
+
+The source syntax is detected from the file name (Turtle, TriG, N-Quads,
+N-Triples; `.gz` compression is handled), so named graphs can be loaded from
+quad-capable formats.
+
+```java
+BG.getBGWriterBuilder()
+    .setSource(new File("mydata.ttl"))
+    .setDestination(new File("mydata.ttl.h5"))
+    .setSpatial(true)    // only needed if GeoSPARQL spatial data is present
+    .setFeatures(false)  // optional: derive 2D shape features for geometries
     .build()
     .write();
 ```
 
 ### Using a BeakGraph with Apache Jena
 
-```
-    File file = new File("mydata.h5");
-    try (BeakGraph bg = BG.getBeakGraph(file)) {
-        Dataset ds = bg.getDataset();
-        ds.getDefaultModel().write(System.out, "NTRIPLE");
-    }
+```java
+File file = new File("mydata.ttl.h5");
+try (BeakGraph bg = BG.getBeakGraph(file)) {
+    Dataset ds = bg.getDataset();
+    ds.getDefaultModel().write(System.out, "NTRIPLE");
+}
 ```
 
 BeakGraph is a [Apache Jena](https://jena.apache.org/) Graph implementation backed by [HDF5](https://www.hdfgroup.org/solutions/hdf5/).
@@ -57,15 +63,28 @@ Beakgraph's HDF5 design is heavily inspired by [RDF HDT](https://www.rdfhdt.org/
 
 ### Limitations
 
-* extremely limited GeoSPARQL support (only sfIntersects)
+* BeakGraph files are read-only; the writer builds them in one pass and holds
+  the working set in RAM (very large datasets may need a correspondingly large
+  heap).
+* GeoSPARQL support covers `geof:sfIntersects` only. It is fully functional: a
+  recall-safe Hilbert cell-cover index produces candidate geometries and every
+  candidate is verified with real JTS geometry, so results are exact. Other
+  GeoSPARQL functions are not implemented.
+* `.h5` files written before the spatial-index redesign carry the old
+  corner-based index entries, which the query side no longer reads - rebuild
+  them from source for spatial queries (their spatial answers were unsound
+  anyway; non-spatial queries are unaffected).
+* Numeric literals typed `xsd:int`, `xsd:long`, `xsd:float` or `xsd:double` are
+  stored by value and canonicalized at ingest: `"01"^^xsd:int` is stored - and
+  matched - as `"1"^^xsd:int`.
 
 ### Author's notes
 The first iteration of BeakGraph was backed by Apache Arrow instead of [HDF5](https://www.hdfgroup.org/solutions/hdf5/).  An Apache Arrow version will return.  Reasons for this are varied with some of these reasons being just experimentation.
-The general idea of BeakGraph is a read-only, searchable, indexed set of binary [sussinct data structures](https://en.wikipedia.org/wiki/Succinct_data_structure) to represent an [RDF Dataset](https://www.w3.org/TR/rdf11-datasets/).
-What these sussinct data structures are stored in, is somewhat immaterial, but the choice of container has it's pro and cons.  HDF5 treats multi-dimensional arrays as first class citizens, and has a free viewer for 
-HDF5 files called [HDFView](https://www.hdfgroup.org/download-hdfview/).  HDFView providing a nice way to debug the sussinct data structures during development.  There are other perks to HDF5 which will become apparent in time.
+The general idea of BeakGraph is a read-only, searchable, indexed set of binary [succinct data structures](https://en.wikipedia.org/wiki/Succinct_data_structure) to represent an [RDF Dataset](https://www.w3.org/TR/rdf11-datasets/).
+What these succinct data structures are stored in, is somewhat immaterial, but the choice of container has its pros and cons.  HDF5 treats multi-dimensional arrays as first class citizens, and has a free viewer for 
+HDF5 files called [HDFView](https://www.hdfgroup.org/download-hdfview/).  HDFView provides a nice way to debug the succinct data structures during development.  There are other perks to HDF5 which will become apparent in time.
 
-Support for spatial indexing based on [GeoSPARQL](https://github.com/opengeospatial/ogc-geosparql) is being worked on.
+Spatial indexing based on [GeoSPARQL](https://github.com/opengeospatial/ogc-geosparql) is supported for `geof:sfIntersects` (see Limitations above).
 
 The full list of containers under consideration are:
 * [HDF5](https://www.hdfgroup.org/solutions/hdf5/)
diff --git a/REVIEW.md b/REVIEW.md
new file mode 100644
index 00000000..9087fb42
--- /dev/null
+++ b/REVIEW.md
@@ -0,0 +1,151 @@
+# BeakGraph code review — full repo
+
+*Branch `next`, 2026-07-01. Five subsystem deep-reviews (storage/HDF5 I/O, core write pipeline, SPARQL query engine, spatial/Hilbert/geometry, services/pool/CLI) over ~16k LOC; key findings reproduced at runtime and mechanisms re-verified in code. Test suite at review time: 155/155 green (1 skipped). After the fixes below: 211/211 green (1 skipped).*
+
+**Overall:** the storage core is in genuinely good shape — the bit-packing, rank/select directories, front-coded dictionaries, VByte, and writer↔reader symmetry were traced end-to-end and came back clean. The bugs cluster at the *integration seams*: the comparator contract with Jena's value ordering, the spatial index's variable binding, Jena's `BindingBase` parent invariant, and the HTTP/IRI layer. Two findings are critical; both produce silently wrong query results or failed builds on realistic data.
+
+## Checklist
+
+**Critical**
+- [x] 1. `NodeComparator` total-order violation (mixed-timezone temporals, durations)
+- [x] 2. Constant-subject `sfIntersects` silently returns zero rows
+
+**High**
+- [x] 3. `BindingBG` double-exposure breaks `DISTINCT`
+- [x] 4. Negative coordinate space excluded from the spatial index
+- [x] 5. Invalid stored geometries unqueryable (`Intersects` throws)
+- [x] 6. `absoluteToStorage()` rewrites absolute-stored IRIs into guaranteed misses
+- [x] 7. CLI `-src` without `-dest` silently "succeeds"
+
+**Medium**
+- [x] M1. Failed rebuild deletes the previous good artifact
+- [x] M2. CRS-prefixed WKT literals get no derived features
+- [x] M3. LWS RDF listings emit doubled-slash URIs
+- [x] M4. Percent-encoding mismatch 404s encodable filenames
+- [x] M5. Link headers/linksets advertise the canonical base, not the live one
+- [x] M6. Content negotiation ignores `*/*` (and container POST answered 406)
+- [x] M7. `-version`/`-v` prints nothing
+- [x] M8. Hilbert-layer external-API traps (`isRangeRelevant`, `getGridCells`)
+
+**Low**
+- [x] L1. `DefaultGraphNode` sentinel collapses with the default-graph sentinel
+- [x] L2. Pool never invalidates failed readers; validation checks only `isOpen()`
+- [x] L3. Committed-response failures: truncated 200 + double `sendError` ISE
+- [x] L4. `SPARQLEndPoint.getDataset()` NPE; `file:///` resolution base leak
+- [x] L5. `LWSMetadataGenerator` indexes its own metadata cache
+- [x] L6. `SparqlWebPageServlet` classpath lookup lacks dot-segment rejection
+- [x] L7. `FileCounter` summary double-subtracts zero-length files
+- [x] L8. Feature-math edge cases (thin polygons, INF literals, holed-polygon PCA bias, axis-convention mismatch)
+- [x] L9. Mixed `GEOMETRYCOLLECTION` non-polygon members unindexed
+- [x] L10. Coordinates ≥ 2³¹ silently alias in the Hilbert curve
+- [x] L11. `VoidStats` per-predicate counts overwritten across graph partitions
+- [x] L12. RDF-star guard asymmetry (silent dictionary desync landmine)
+- [x] L13. `isInTransaction()` unconditionally true
+- [x] L14. `BGIteratorSPO_All` ignores a pre-bound graph variable
+
+**Packaging & design notes**
+- [x] P1. Self-contained fat jar by owner decision (verified standalone: convert + serve + query); trade-offs documented
+- [x] P2. CI matrix with a Linux leg (symlink-escape test finally runs)
+- [x] P3. Dead/misleading API pruned; `FCDWriter` block-size guard
+- [x] P4. Large-store performance items (lazy per-graph iterators, graph-id set, negative-lookup caching, compact union dedup key, lazy tiered index)
+
+## Critical
+
+- [x] **1. `NodeComparator` is not a total order for mixed timezoned/naive `xsd:dateTime` — breaks every sort and binary search built on it** — `NodeComparator.java:52`
+  `NodeValue.compareAlways` uses value order when XSD comparison is determinate but falls back to lexical term order when it's *indeterminate* (tz vs no-tz within ±14h). Mixing the two orderings pairwise creates cycles — hand-verified 3-cycle: `"2020-01-02T00:00:00"` < `"2020-01-02T08:00:00+14:00"` < `"2020-01-01T20:00:00Z"` < the first. Reproduced against the built project: a 400-triple file of ordinary mixed local/UTC timestamps **fails to build** (`IllegalStateException: Cannot resolve Object (not in dictionary)`), and on files that do build, binary search missed 2550/3000 stored literals — i.e., **silent missing rows**. Same hazard applies to `xsd:date`/`xsd:time` (also optionally timezoned) and `xsd:duration` (year-month vs day-time indeterminacy). Everything sits on this comparator: `NodeSorter`, `PositionalDictionaryWriter`, the GSPO/GPOS quad sorts and their dedup, `NodeSearch.findPosition`, `searchFAST`, and the `ValueCluster` range pushdown.
+  *Status: **FIXED** (2026-07-01). Timezone-sensitive temporal spaces (dateTime/date/time/g\*) now order by a UTC-pinned timeline key and durations by (total months, total seconds), both with exact-term tie-breaks; every other value space stays on `compareAlways`, whose cross-space ordering was probe-verified to be a consistent value-space rank. The new order agrees with XSD value order on every determinate pair, so the `ValueCluster` pushdown stays over-inclusive and value-equal terms stay adjacent; healthy existing files keep an identical sort order (no format bump — files with mixed-timezone temporals were already unsearchable and need a rebuild). Regression: `TemporalTotalOrderTest` (comparator totality incl. the reproduced cycles, plus mixed-tz dateTime and mixed-kind duration build/query round-trips — all failing before the fix, the round-trips with the original `Cannot resolve Object` error).*
+
+- [x] **2. Spatial `sfIntersects` with a constant subject silently returns zero rows** — `PatternMatchBG.java:47-53` + `SpatialIndexIterator.java:76`
+  When the trigger triple's subject is concrete (`ex:small geo:asWKT ?w FILTER(geof:sfIntersects(?w, …))`), `varToBind` stays the geometry variable, and the spatial iterator binds it to candidate **subject** IDs (`NodeId(id, NodeType.SUBJECT)`). The subsequent pattern solve substitutes the WKT-literal position with a subject URI, which can never match — `ASK` returns false for a geometry that genuinely intersects. Found independently by two reviewers, both runtime-reproduced.
+  *Status: **FIXED** (2026-07-01). `findTriggerTriple` now only returns a triple with the geometry variable in the object position AND a variable subject, and that subject is the only thing ever seeded (recall-safe for any predicate, since the writer indexes the subject of every wktLiteral-object quad). With a concrete subject the index is skipped and the always-present `sfIntersects` filter verifies — correct, just unaccelerated. This also closes the adjacent latent case where the geometry variable found in a subject/predicate position would have been seeded with subject ids. Regression: `SpatialConcreteSubjectTest` (pinned-subject SELECT/ASK, disjoint negative, VALUES-pre-bound subject, variable-subject control — SELECT/ASK failing before the fix).*
+
+## High
+
+- [x] **3. Input bindings are double-exposed through `BindingBG`, breaking `DISTINCT`** — `SolverLibBeak.java:41`, `BindingBG.java:23`
+  `convert()` copies every var of the incoming binding into the `BindingNodeId` map, and `BindingBG` *also* mounts the original binding as its `BindingBase` parent. Jena assumes a child never re-binds a parent var: `size()` inflates (3 for 2 vars), `vars()` yields duplicates, and `BindingLib.equal` fails on the size mismatch — runtime-reproduced: `SELECT DISTINCT` returned two identical rows. Hits any BGP fed by `VALUES`, `BIND`, subqueries, or joins across graphs.
+  *Status: **FIXED** (2026-07-01). `BindingBG` now exposes only vars the parent does not bind (`ownVar` filter on `get1/vars1/size1/contains1`); parent-copied vars — including "does not exist" terms — resolve through the parent, which carries the identical term the ids were derived from. Regression: `InputBindingShapeTest` (binding size/vars shape, DISTINCT merge for VALUES and BIND, missing-term ride-through — all failing before the fix).*
+
+- [x] **4. Negative coordinate space is excluded from the spatial index on both sides** — `SpatialIndexIterator.java:99-104`, writer at `PositionalDictionaryWriterBuilder.java:296-302`
+  Fully-negative geometries are skipped at build (warning only), straddling geometries are clamped, and query regions with a negative max bail out to zero candidates — probe-verified silent false negatives. The iterator's own recall proof states `0 ≤ coord < 2^31`; fine for slide imagery, but the README advertises GeoSPARQL, where negative lon/lat is most of the planet.
+  *Status: **FIXED** (2026-07-01). Both sides now clamp bboxes into the non-negative Hilbert domain with the same monotone projection (never skip, never bail): overlap survives the clamp, so recall is preserved — negative-space geometry indexes coarsely at the axis cells and the exact JTS verification removes the clamp's false positives. No format change; old files simply lack the previously-skipped geometries until rebuilt. Regression: `SpatialNegativeCoordinateTest` (negative/straddling regions and geometries, origin-clustering false-positive check — failing before the fix).*
+
+- [x] **5. Topologically invalid stored geometries are indexed but permanently invisible** — `Intersects.java:74-76`
+  The verification stage throws on `!isValid()` (Jena drops the row) for exactly the self-intersecting polygons the write path deliberately indexes — `BadPolygonResilienceTest`'s own comment says real pathology data contains them. Probe-verified: a bowtie polygon is never returned by any `sfIntersects` query, with no warning.
+  *Status: **FIXED** (2026-07-01). Invalid geometries (stored or query region) are repaired with JTS `GeometryFixer.fix` before the intersection test — chosen over `buffer(0)` because it preserves the point set (bowtie → its two triangles) and doesn't discard lines/points. Regression: two new tests in `BadPolygonResilienceTest` (bowtie returned by a query over its real area; invalid query region answers instead of emptying — both failing before the fix).*
+
+- [x] **6. `absoluteToStorage()` rewrites same-host absolute IRIs into forms the dictionary never contains** — `RelativeIRIResolver.java:68` (applied at `BGSparqlService.java:92`)
+  Jena's `relativize` happily returns `/other/thing` and `../other.png` (both `isRelative()`), but the writer's storage forms — source-relative IRIs re-relativized against the one-segment sentinel base — can never start with `/` or `../`. So a query naming an absolute same-host IRI that's stored *absolute* gets rewritten into a guaranteed dictionary miss: zero rows while `?s ?p ?o` shows the triple.
+  *Status: **FIXED** (2026-07-01). `absoluteToStorage` now takes a dictionary-membership probe and rewrites only when the relative form IS stored and the absolute form is NOT (both stored → the exact term the query named wins). `BGSparqlService` supplies the probe from the BG node table (one binary search — deliberately not a per-graph `find()`), via `BGDatasetGraph.getBeakGraph()`; non-BG datasets never rewrite. Regression: `RelativeIRIResolverTest` gained absolute-stored, `../`-form, and both-forms cases; existing relativization tests updated to the probe API.*
+
+- [x] **7. CLI: `-src` without `-dest` "succeeds" while converting nothing** — `BeakGraphCLI.java:178` + `:126`
+  `params.dest` is never validated; `FileProcessor.call()` NPEs on `params.dest.toPath()` *before* its try/catch, inside a Future that's discarded at the `engine.submit()` call. Result: no log, no failure count, progress bar advances, summary says "Successful Conversions: N", exit code 0, zero files written.
+  *Status: **FIXED** (2026-07-01). `main()` refuses `-src` without `-dest` (stderr + usage + exit 1), the missing-src message now also goes to stderr with exit 1, `FileProcessor.call()` counts and logs every failure from the top of the method (nothing escapes into the discarded Future), and a run with failed conversions exits 2. Regression: `BeakGraphCLIConversionTest` (bad source counted while good source still converts; dest-less processing fails loudly into the counter).*
+
+## Medium
+
+- [x] **M1. Failed rebuild deletes the previous good artifact** — `HDF5Writer.java:58`. The cleanup deleted the destination even when the failure (parse error, finding #1…) happened before anything was written, destroying a pre-existing valid `.h5`.
+  *Fixed (2026-07-01): builds go to a sibling `.tmp` file and are atomically moved over the destination only on success; failure cleans up the temp file and never touches the destination, and readers never observe a half-written file at the published path. Regression: `WriteErrorHandlingTest.failedRebuildPreservesThePreviousGoodArtifact` (byte-identical artifact after a failed rebuild; no `.tmp` left behind) — failing before the fix.*
+- [x] **M2. CRS-prefixed WKT literals get no derived features** — `PositionalDictionaryWriterBuilder.java:331-336`. `addSpatial` strips the `<CRS>` prefix (the earlier fix) but `addFeatures` re-read the *unstripped* lexical form; JTS threw, both feature generators skipped. Probe-verified.
+  *Fixed (2026-07-01): `addFeatures` now receives the CRS-stripped WKT computed once in `addSpatial`. Regression: `FeatureGenerationResilienceTest.crsPrefixedGeometryGetsFeatures` — failing before the fix.*
+- [x] **M3. LWS RDF listings emit doubled-slash URIs that 404** — `LWSStorageServlet.java:331` (also 368–388). `BASE` ends with `/` and the canonical remainder starts with `/`; the HTML branch was correct, the machine-readable branches weren't. The paged container's self URI also disagreed in shape with its own `first`/`last`/`prev`/`next` values, which were emitted as plain literals.
+  *Fixed (2026-07-01): all canonical→live mapping goes through `toLiveUri` (strips the leading slash) — item URIs, per-item property objects, and page URIs; navigation links are now resources with the same URI shape as the page's self URI. Regression: `LWSStorageServletTest.toLiveUriMapsCanonicalUrisWithoutDoubledSlashes`.*
+- [x] **M4. Percent-encoding mismatch makes encodable filenames permanently 404** — `LWSStorageServlet.java:243`. Raw `getRequestURI()` was compared against model URIs built from raw filenames — the servlet's own encoded listing links couldn't be followed for `a b.h5`.
+  *Fixed (2026-07-01): `doGet`/`doPost` decode the raw request URI via `decodePath` (java.net.URI semantics — no `+`→space damage); a malformed URI answers 400. The traversal guard now sees the real decoded path, strengthening it against encoded dot-segments. Regression: `LWSStorageServletTest.decodePathDecodesPercentEncodingAndRejectsGarbage`.*
+- [x] **M5. Link headers/linksets advertise the canonical base, not the live one** — `LWSStorageServlet.java:283`. On any non-default port every advertised linkset URI pointed at the wrong server; `/description`'s advertised `.meta` 404'd even on defaults.
+  *Fixed (2026-07-01): the Link header and the linkset's `anchor`/`up` are mapped to the live base via `toLiveUri`, and `GET /description.meta` is answered directly (the description document is not in the metadata model).*
+- [x] **M6. Content negotiation ignores `*/*`** — `LWSStorageServlet.java:287`. `curl` (default `Accept: */*`) got 406 on containers; RFC 9110 requires `*/*` to match. `doPost` also answered 406 where 405 was meant.
+  *Fixed (2026-07-01): `acceptsHtmlRepresentation` treats `*/*`, `text/*`, and an absent Accept header as HTML-capable; POST to a container answers 405. Regression: `LWSStorageServletTest.wildcardAcceptHeadersGetARepresentationNotA406`.*
+- [x] **M7. `-version`/`-v` prints nothing** — `BeakGraphCLI.java:86`. Only reachable inside the `ParameterException` catch; a bare `-v` parsed fine and fell through silently.
+  *Fixed (2026-07-01): handled on the success path immediately after parse — prints the version and exits 0. Verified by running the CLI (`beakgraph -v` → `beakgraph - Version : 0.15.0`).*
+- [x] **M8. Latent external-API traps in the Hilbert layer** — `HilbertPolygon.isRangeRelevant` kept ranges only if the polygon covers the endpoint cell *corner points* (a sub-cell polygon produced an EMPTY cover; diagonal strips lost interior cells), and `PolygonScaler.getGridCells` double-applied the scale factor, disagreeing with the writer-persisted tiles for every s≥1. Neither is on the in-repo query path, but both are the public Polygon→Hilbert API surface.
+  *Fixed (2026-07-01): `isRangeRelevant` now tests whole-cell intersection across the range's cells (capped at 64 cells; longer ranges are kept unexamined — superset-safe), and `getGridCells` uses the constant `GRIDTILESIZE` on the already-scaled polygon, matching the writer's `generateGridURNs` grid exactly. Regressions: `HilbertSpaceFixesTest` (sub-cell polygon cover, interior-overlap range) and `PolygonScalerGridCellTest` — all failing before the fix.*
+
+## Low
+
+- [x] **L1.** `urn:x-arq:DefaultGraphNode` as a data term compares equal to the default-graph sentinel → two distinct terms collapse in the dictionary (`NodeComparator.java:30,83-86`).
+  *Fixed (2026-07-01): both sentinels still rank first, but the pair is now ordered by exact term (null ≡ the default-graph IRI, which keeps the lowest rank). Regression: `DefaultGraphSentinelTest` (comparator distinctness + sentinel-URI-as-data round-trip) — failing before the fix.*
+- [x] **L2.** Pool never `invalidateObject`s after a failure and `validateObject` only checks `isOpen()` (`LWSStorageServlet.java:93`, `BeakGraphPoolFactory.java:47`).
+  *Fixed (2026-07-01): `handleSparqlQuery` invalidates on any execution/infrastructure failure (via `BGSparqlService.execute`'s new health signal), and `validateObject` probes real mapped data (one dictionary `extract`) under the existing `testOnBorrow`, so an open-but-broken reader is culled on next borrow. Regression: `BeakGraphPoolValidationTest` (pins probe wiring; the open-but-broken scenario isn't portably reproducible on Windows).*
+- [x] **L3.** Committed-response error handling: mid-stream failure yields a complete-looking truncated 200, then two `sendError` calls throw `IllegalStateException` (`BGSparqlService.java:132`).
+  *Fixed (2026-07-01): `execute` throws `QueryExecutionFailedException` when the response is already committed; callers invalidate the reader, touch the response only when uncommitted, and let the exception propagate so the container aborts the connection — the honest signal for a truncated transfer. No servlet-mock harness exists, so this is code-reviewed rather than test-pinned.*
+- [x] **L4.** `SPARQLEndPoint.getDataset()` NPEs in single-file mode; single-file `/rdf` uses the local file URI as resolution base, disclosing `file:///…` paths (`SPARQLEndPoint.java:155,134`).
+  *Fixed (2026-07-01): the endpoint holds its Dataset directly (no registry lookup), and the `/rdf` servlet resolves against the served URL (`BASE_URL + "rdf"`). Requires a running server to test; code-reviewed.*
+- [x] **L5.** Re-running `LWSMetadataGenerator` indexes its own previous `beakgraph.ttl.gz`, exposing the raw metadata with `owl:sameAs <file:///…>` paths (`LWSMetadataGenerator.java:71`).
+  *Fixed (2026-07-01): the walk skips `CACHE_FILE_NAME`. Regression: `LWSMetadataGeneratorTest` — failing before the fix.*
+- [x] **L6.** `SparqlWebPageServlet` concatenates decoded `pathInfo` into classpath lookups with no dot-segment rejection (`SPARQLEndPoint.java:203`).
+  *Fixed (2026-07-01): paths containing `..` or `\` answer 404 before touching the classpath — containment no longer depends on Jetty compliance defaults. Private servlet, no harness; code-reviewed.*
+- [x] **L7.** `FileCounter` summary math double-subtracts zero-length files (can print negative "Successful Conversions") (`FileCounter.java:74`).
+  *Fixed (2026-07-01): `getSuccessfulConversionCount()` = RDF − failed (empties never entered the RDF count). Regression: `FileCounterTest`.*
+- [x] **L8.** Feature-math edge cases: sub-0.5-unit polygons lost ALL features (`ShapeAnalysis.java:234`); zero-area geometry emitted `"INF"^^xsd:double` literals (`ShapeAnalysis.java:98`); holed polygons biased the PCA centroid/axes (`MajorMinor.java:31`); drawn axis (2·σ vertex cloud) disagreed with `PYR.MajorAxisLength` (4·σ pixel cloud).
+  *Fixed (2026-07-01): raster dimensions come from the internal envelope clamped to ≥1px (degenerate envelopes no longer throw); non-finite feature values are skipped per-feature; `MajorMinor` now computes exact polygon AREA moments (Green's theorem, shell minus holes) with the pyradiomics 4·√λ axis convention — the same definition the raster feature uses. Regression: `FeatureEdgeCasesTest` (thin polygon, bowtie INF, donut centroid — the pre-fix bias reproduced exactly as POINT(1.7778 1.7778) — and the axis convention).*
+- [x] **L9.** Mixed `GEOMETRYCOLLECTION`: non-polygon members unindexed when any polygon part exists (`PositionalDictionaryWriterBuilder.java:238`).
+  *Fixed (2026-07-01): every non-polygonal member gets its expanded-envelope stand-in, per member instead of only as a no-polygon fallback. Regression: `SpatialGeometryCollectionTest` — point-member query failing before the fix.*
+- [x] **L10.** Coordinates ≥ 2³¹ silently alias (the Hilbert curve masks to 31 bits, no guard) (`HilbertSpace.java:31`).
+  *Fixed (2026-07-01): `HilbertSpace.clampToDomain` clamps into [0, 2³¹) on the writer, query, and `Polygon2Hilbert` sides — the same monotone-projection recall argument as the negative-space fix, and no more reliance on the library's undefined masking. Regression: `SpatialHugeCoordinateTest` (pins the defined behavior; the old masking happened to alias consistently in this scenario).*
+- [x] **L11.** `VoidStats` per-predicate counts overwritten (not summed) across graph partitions (`VoidStats.java:84`).
+  *Fixed (2026-07-01): `merge(…, Long::sum)`. Regression: `VoidStatsTest` — 2-vs-5 failing before the fix.*
+- [x] **L12.** Guard asymmetry landmine: an RDF-star triple term in the subject path desynchronizes the dictionary silently (`MultiTypeDictionaryWriter.java:190`, builder `:494`).
+  *Fixed (2026-07-01): the subject branch and `addNodeInternal` now throw like the graph/object branches. Unreachable via current parsers (that's the point of the guard); code-reviewed.*
+- [x] **L13.** `isInTransaction()` unconditionally returns true (`BGDatasetGraph.java:253`).
+  *Fixed (2026-07-01): transaction lifecycle delegates to Jena's `TransactionalLock` (MRSW) — real per-thread state; write transactions still rejected. Regression: `TransactionStateTest` (lifecycle, `Txn.executeRead`, WRITE rejection) — all three failing before the fix.*
+- [x] **L14.** `BGIteratorSPO_All` ignores a graph variable pre-bound in the `BindingNodeId` (`BGIteratorSPO_All.java:62`).
+  *Fixed (2026-07-01): resolves the graph from the binding exactly like the other three iterators behind the dispatcher. Regression: new case in `VariableGraphScanTest` — 0-vs-20 rows failing before the fix.*
+
+## Packaging & design notes
+
+- [x] **P1.** The default `lib` profile **shades all dependencies unrelocated into the main artifact** and embeds `log4j2.yml` at the classpath root — duplicate-class conflicts and logging hijack for library consumers.
+  *Resolved by owner decision (2026-07-01): the BeakGraph jar is DELIBERATELY self-contained — one jar that runs with nothing else on the classpath. The `lib` profile keeps its fat, executable jar (dependencies, `log4j2.yml`, SPARQL web UI, merged service files, Main-Class). Verified end-to-end with the bare artifact from a neutral directory: `-v`, a spatial TTL→HDF5 conversion, and a booted `-endpoint` answering an HTTP SPARQL query. Retained hygiene: the log4j backend + YAML-config Jackson modules stay `optional` in the POM (accurate — main code logs only through slf4j; shade still embeds them). Accepted residual trade-off, documented in the POM: a consumer that ALSO brings its own Jena/JTS sees duplicate unrelocated classes, and the embedded `log4j2.yml` takes over that application's logging. Operational note: package profiles with `clean` (as the README shows) — switching profiles over a stale `target/` can reuse the other profile's jar.*
+- [x] **P2.** The LWS symlink-escape test auto-skips on Windows, so that protection is never exercised on this dev machine.
+  *Fixed (2026-07-01): `.github/workflows/ci.yml` runs `mvn -Plib clean test` on an ubuntu-latest + windows-latest matrix (Temurin 25, Maven cache). The Linux leg exercises the symlink test; the workflow itself needs a push to GitHub to be exercised.*
+- [x] **P3.** Dead/misleading API pruned: `eRange` deleted (zero callers; its `join()` was a hull with no overlap precondition); `HDTBitmapDirectory.getId(rank)` (indexed by row, not rank), `rank1`, and `getBitCount` deleted (no callers); `UTIL.getBytes` (matched a nonexistent class name), `subBuffer`, `skipNullTerminatedStrings`, `readNullTerminatedString` deleted (no callers); `BindingNodeId.putAll` deleted (would have thrown if ever used); `FCDWriter` now rejects `blockSize < 2` at construction instead of writing an unreadable dictionary.
+- [x] **P4.** Performance items for large stores, all addressed (2026-07-01):
+  - `containsGraph`/`isGraph` answers from a lazily-built id set instead of decoding the whole columnar graphs list per call;
+  - negative node-table lookups are cached (the store is immutable, so absence is permanent — a repeated foreign-term miss no longer re-runs two binary searches);
+  - `readUnion` chains per-graph iterators lazily and dedups on a record of three primitive longs instead of a boxed `List<Long>` (the set itself is inherent to union set-semantics);
+  - the unbound-graph scan (`BGIteratorMaster`), `find(ANY,…)`, and `findNG(ANY,…)` build each graph's sub-iterator lazily as iteration reaches it, and the master scan pre-binds the graph id from the columnar list (no `extract→locate` round trip; the rare `?g`-in-predicate shape keeps the substitution+compatibility-filter path because predicate ids live in an isolated id-space);
+  - the dictionary's tiered search index builds lazily on first search (volatile-published, race-benign) instead of doing `numEntries/1024` full extracts at every file-open.
+  *All behavior pinned by the existing suite (union/DISTINCT/variable-graph-scan/concurrent-read/reader-lifecycle tests) — 211/211 green after the changes.*
+
+## Verified sound
+
+Worth stating, since it's most of the risk surface: MSB-first bit-packing round-trips at all edge widths, the rank/select directory math (pinned exhaustively by `RankSelectDirectoryTest`), FCD front-coding including UTF-16 prefix handling and surrogate back-off, VByte, the L0 padding/select1 addressing scheme, the index-selection matrix across all four iterators, repeated-variable handling via `putCompatible`, `ValueCluster` pushdown (over-inclusive only, filter always re-applied), reader thread-safety (absolute-position reads, immutable dictionaries), pool borrow/return discipline at the single borrow site, and HDF5 resource cleanup on error paths.
diff --git a/pom.xml b/pom.xml
index 2fc8bc46..a4dfb6c4 100644
--- a/pom.xml
+++ b/pom.xml
@@ -46,7 +46,11 @@
         <commons-collections.version>4.5.0</commons-collections.version>
         <!--<jaxb.version>2.4.0-b180830.0359</jaxb.version>-->
         <!--<jetty.version>11.0.26</jetty.version>-->
-        <log4j.version>3.0.0-beta2</log4j.version>
+        <!-- Stable 2.x line: a beta logging backend (3.0.0-beta2) has no place in a
+             released library. YAML config support in 2.x comes from log4j-core plus
+             jackson-dataformat-yaml/jackson-databind (declared below) - the 3.x-only
+             log4j-config-yaml module is not needed and does not exist for 2.x. -->
+        <log4j.version>2.25.2</log4j.version>
         <slf4j.version>2.0.17</slf4j.version>
         <jhdf.version>0.10.0</jhdf.version>
         <jcommander.version>3.0</jcommander.version>
@@ -139,11 +143,6 @@
                 <artifactId>jackson-databind</artifactId>
                 <version>2.21.1</version>
             </dependency>
-            <dependency>
-                <groupId>org.apache.logging.log4j</groupId>
-                <artifactId>log4j-config-yaml</artifactId>
-                <version>${log4j.version}</version>
-            </dependency>
             <dependency>
                 <groupId>io.airlift</groupId>
                 <artifactId>aircompressor-v3</artifactId>
@@ -191,7 +190,7 @@
                 <artifactId>maven-compiler-plugin</artifactId>
                 <version>${maven-compiler-plugin.version}</version>
                 <configuration>
-                    <release>25</release>
+                    <release>${java.version}</release>
                     <fork>true</fork>
                     <executable>${java.home}/bin/javac</executable>
                 </configuration>
@@ -215,6 +214,12 @@
             <build>
                 <finalName>BeakGraph-${project.version}</finalName>
                 <plugins>
+                    <!-- DELIBERATELY self-contained: the published BeakGraph jar must run
+                         with nothing else on the classpath (owner decision - consumers get
+                         one jar, dependencies, logging config and all). The trade-off is
+                         documented in REVIEW.md P1: a consumer that ALSO brings its own
+                         Jena/JTS sees duplicate (unrelocated) classes, and the embedded
+                         log4j2.yml at the classpath root takes over that app's logging. -->
                     <plugin>
                         <groupId>org.apache.maven.plugins</groupId>
                         <artifactId>maven-shade-plugin</artifactId>
@@ -303,9 +308,15 @@
                                 <buildArg>--no-fallback</buildArg>
                                 <buildArg>--enable-url-protocols=https</buildArg>
                                 <buildArg>-H:+AddAllCharsets</buildArg>
+                                <!-- -march=native tunes the binary to the BUILD machine's CPU:
+                                     fastest when run where it was built, but it can die with
+                                     illegal-instruction errors on older or different CPUs.
+                                     Switch to -march=compatibility for distributable binaries. -->
                                 <buildArg>-march=native</buildArg>
                                 <buildArg>-J-Xmx32G</buildArg>
                                 <buildArg>-H:IncludeResources=META-INF/sparql/.*</buildArg>
+                                <buildArg>-H:IncludeResources=beakgraph.png</buildArg>
+                                <buildArg>-H:IncludeResources=beakgraph-version.properties</buildArg>
                                 <buildArg>-H:IncludeResources=log4j2.yml</buildArg>
                                 <buildArg>-H:IncludeResources=META-INF/services/.*</buildArg>
                                 <buildArg>-H:IncludeResourceBundles=org.apache.jena.ext.xerces.impl.msg.XMLSchemaMessages</buildArg>
@@ -375,17 +386,19 @@
             <groupId>org.ejml</groupId>
             <artifactId>ejml-simple</artifactId>
         </dependency>
+        <!-- The log4j backend (and the Jackson modules that exist only to parse its
+             YAML config) is the CLI's logging choice, not the library's: main code
+             logs through slf4j only. optional=true keeps these out of consumers'
+             transitive graphs while the cmdline fat jars still package them. -->
         <dependency>
             <groupId>com.fasterxml.jackson.dataformat</groupId>
             <artifactId>jackson-dataformat-yaml</artifactId>
+            <optional>true</optional>
         </dependency>
         <dependency>
             <groupId>com.fasterxml.jackson.core</groupId>
             <artifactId>jackson-databind</artifactId>
-        </dependency>          
-        <dependency>
-            <groupId>org.apache.logging.log4j</groupId>
-            <artifactId>log4j-config-yaml</artifactId>
+            <optional>true</optional>
         </dependency>
         <dependency>
             <groupId>me.tongfei</groupId>
@@ -421,10 +434,12 @@
         <dependency>
             <groupId>org.apache.logging.log4j</groupId>
             <artifactId>log4j-api</artifactId>
+            <optional>true</optional>
         </dependency>
         <dependency>
             <groupId>org.apache.logging.log4j</groupId>
             <artifactId>log4j-core</artifactId>
+            <optional>true</optional>
         </dependency>
         <dependency>
             <groupId>org.slf4j</groupId>
@@ -433,6 +448,7 @@
         <dependency>
             <groupId>org.apache.logging.log4j</groupId>
             <artifactId>log4j-slf4j2-impl</artifactId>
+            <optional>true</optional>
         </dependency>
         <dependency>
             <groupId>io.jhdf</groupId>
@@ -447,10 +463,12 @@
         <dependency>
             <groupId>org.apache.logging.log4j</groupId>
             <artifactId>log4j-layout-template-json</artifactId>
+            <optional>true</optional>
         </dependency>
         <dependency>
             <groupId>org.apache.logging.log4j</groupId>
             <artifactId>log4j-1.2-api</artifactId>
+            <optional>true</optional>
         </dependency>
         <dependency>
             <groupId>com.github.davidmoten</groupId>
diff --git a/src/main/java/com/ebremer/beakgraph/BG.java b/src/main/java/com/ebremer/beakgraph/BG.java
index 761ab2cb..274f1487 100644
--- a/src/main/java/com/ebremer/beakgraph/BG.java
+++ b/src/main/java/com/ebremer/beakgraph/BG.java
@@ -19,11 +19,17 @@ public static HDF5Writer.Builder getBGWriterBuilder() {
     
     public static BeakGraph getBeakGraph(File file) throws IOException {
         HDF5Reader reader = new HDF5Reader(file);
-        return new BeakGraph(reader);
+        try {
+            return new BeakGraph(reader);
+        } catch (RuntimeException | Error e) {
+            // The reader pins the mapped file; if BeakGraph construction fails it
+            // must be released here or nobody ever can.
+            try { reader.close(); } catch (Exception ignore) {}
+            throw e;
+        }
     }
-    
+
     public static BeakGraph getBeakGraph(Path path) throws IOException {
-        HDF5Reader reader = new HDF5Reader(path);       
-        return new BeakGraph(reader);
+        return getBeakGraph(path.toFile());
     }
 }
diff --git a/src/main/java/com/ebremer/beakgraph/cmdline/BeakGraphCLI.java b/src/main/java/com/ebremer/beakgraph/cmdline/BeakGraphCLI.java
index fbac92b8..3f48763d 100644
--- a/src/main/java/com/ebremer/beakgraph/cmdline/BeakGraphCLI.java
+++ b/src/main/java/com/ebremer/beakgraph/cmdline/BeakGraphCLI.java
@@ -35,6 +35,11 @@ public class BeakGraphCLI {
     private final FileCounter fc;
     private Parameters params;
 
+    /** Conversion counters for this run (failed conversions drive the exit code). */
+    public FileCounter getFileCounter() {
+        return fc;
+    }
+
     public BeakGraphCLI(Parameters params) {
         JenaSystem.init();
         this.params = params;
@@ -58,6 +63,13 @@ public static void main(String[] args) throws FileNotFoundException, IOException
         if (args.length != 0) {
             try {
                 jc.parse(args);
+                if (params.version) {
+                    // Must be handled on the SUCCESS path: version was previously
+                    // printed only inside the ParameterException catch, so a plain
+                    // "-v" parsed fine, matched no branch, and printed nothing.
+                    System.out.println("beakgraph - Version : " + Params.VERSION);
+                    System.exit(0);
+                }
                 if (params.help) {
                     jc.usage();
                     System.exit(0);
@@ -76,18 +88,34 @@ public static void main(String[] args) throws FileNotFoundException, IOException
                             Thread.currentThread().interrupt();
                         }
                     } else if (params.src != null && params.src.exists()) {
+                        if (params.dest == null) {
+                            // Without this guard every FileProcessor NPEs inside a
+                            // discarded Future: nothing converts, nothing is logged,
+                            // and the run exits 0 reporting success.
+                            System.err.println("Error: -dest is required with -src");
+                            jc.usage();
+                            System.exit(1);
+                        }
                         JenaSystem.init();
                         BeakGraphCLI bg = new BeakGraphCLI(params);
                         bg.traverse();
+                        if (bg.fc.getFailedConversionFileCount() > 0) {
+                            System.exit(2);
+                        }
                     } else if (params.src != null) {
-                        System.out.println("Source does not exist! " + params.src);
+                        System.err.println("Error: -src does not exist: " + params.src);
+                        System.exit(1);
                     }
                 }
             } catch (ParameterException ex) {
                 if (params.version) {
                     System.out.println("beakgraph - Version : " + Params.VERSION);
                 } else {
-                    System.out.println(ex.getMessage());
+                    // Bad arguments are an error: say so on stderr and exit non-zero
+                    // (scripts used to see a successful exit 0 for a failed run).
+                    System.err.println(ex.getMessage());
+                    jc.usage();
+                    System.exit(1);
                 }
             }
         }
@@ -130,6 +158,9 @@ public void traverse() {
                 try {
                     Thread.sleep(1000);
                 } catch (InterruptedException ex) {
+                    // Restore the flag and stop polling; the executor keeps draining.
+                    Thread.currentThread().interrupt();
+                    break;
                 }
             }
         } catch (IOException ex) {
@@ -168,23 +199,26 @@ public FileProcessor(Path src, FileCounter fc) {
 
         @Override
         public Model call() {
-            Path dest = mapToDestinationWithNewExtension(src, params.src.toPath(), params.dest.toPath(), "h5");
-            if (dest.toFile().exists() && dest.toFile().length() > 0) {
-                return null;
-            }
-            dest.getParent().toFile().mkdirs();
+            // The Future from engine.submit() is never inspected, so anything
+            // escaping this method is swallowed silently by FutureTask and the
+            // file still counts as a success. EVERYTHING - including destination
+            // mapping - must be counted and logged inside this catch.
             try {
+                Path dest = mapToDestinationWithNewExtension(src, params.src.toPath(), params.dest.toPath(), "h5");
+                if (dest.toFile().exists() && dest.toFile().length() > 0) {
+                    return null;
+                }
+                dest.getParent().toFile().mkdirs();
                 HDF5Writer.Builder()
                     .setSource(src.toFile())
                     .setDestination(dest.toFile())
                     .setSpatial(params.spatial)
-                     .setFeatures(params.features)
+                    .setFeatures(params.features)
                     .build()
                     .write();
             } catch (Exception ex) {
                 fc.incrementFailedConversionFileCount();
-                logger.error("Failed to convert {} -> {}", src, dest, ex);
-                throw new RuntimeException("Failed to convert " + src + " -> " + dest, ex);
+                logger.error("Failed to convert {}", src, ex);
             }
             return null;
         }
diff --git a/src/main/java/com/ebremer/beakgraph/cmdline/FileCounter.java b/src/main/java/com/ebremer/beakgraph/cmdline/FileCounter.java
index 8418806d..140a9252 100644
--- a/src/main/java/com/ebremer/beakgraph/cmdline/FileCounter.java
+++ b/src/main/java/com/ebremer/beakgraph/cmdline/FileCounter.java
@@ -49,6 +49,16 @@ public long getFailedConversionFileCount() {
         return failedConversionFileCount.get();
     }
 
+    /**
+     * RDF files that converted (or already had a non-empty destination).
+     * Zero-length files are NOT subtracted here: the traverse filter rejects
+     * them before they are ever counted as RDF files, so subtracting them
+     * again understated the summary and could drive it negative.
+     */
+    public long getSuccessfulConversionCount() {
+        return getRDFFileCount() - getFailedConversionFileCount();
+    }
+
     @Override
     public String toString() {
         StringBuilder sb = new StringBuilder();
@@ -71,7 +81,7 @@ public String toString() {
             """,
             getZeroFileCount(),
             getFailedConversionFileCount(),
-            getRDFFileCount()-getZeroFileCount()-getFailedConversionFileCount()
+            getSuccessfulConversionCount()
         ));
         return sb.toString();
     }
diff --git a/src/main/java/com/ebremer/beakgraph/core/BGDatasetGraph.java b/src/main/java/com/ebremer/beakgraph/core/BGDatasetGraph.java
index ad4d6b8d..11a7229e 100644
--- a/src/main/java/com/ebremer/beakgraph/core/BGDatasetGraph.java
+++ b/src/main/java/com/ebremer/beakgraph/core/BGDatasetGraph.java
@@ -2,42 +2,42 @@
 
 import com.ebremer.beakgraph.hdf5.jena.BindingNodeId;
 import com.ebremer.beakgraph.hdf5.jena.OpExecutorBG;
-import java.io.IOException;
 import java.util.ArrayList;
 import java.util.Collections;
 import java.util.Iterator;
 import java.util.List;
-import org.apache.commons.collections4.iterators.IteratorChain;
 import org.apache.jena.graph.Graph;
 import org.apache.jena.graph.Node;
 import org.apache.jena.graph.Triple;
-import org.apache.jena.query.DatasetFactory;
 import org.apache.jena.query.ReadWrite;
 import org.apache.jena.query.TxnType;
 import org.apache.jena.riot.system.PrefixMap;
+import org.apache.jena.riot.system.PrefixMapFactory;
 import org.apache.jena.sparql.core.DatasetGraphBase;
 import org.apache.jena.sparql.core.Quad;
+import org.apache.jena.sparql.core.Transactional;
+import org.apache.jena.sparql.core.TransactionalLock;
 import org.apache.jena.sparql.core.Var;
 import org.apache.jena.sparql.engine.main.QC;
 import org.apache.jena.sparql.pfunction.PropertyFunctionRegistry;
 import org.apache.jena.sparql.util.Context;
 import org.apache.jena.util.iterator.WrappedIterator;
 import org.apache.jena.vocabulary.RDFS;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
 
 /**
  *
  * @author erich
  */
 public class BGDatasetGraph extends DatasetGraphBase {
-    private static final Logger logger = LoggerFactory.getLogger(BGDatasetGraph.class);
     private final BeakGraph bg;
     // Per-dataset execution wiring (the TDB pattern): the engine merges this context
     // over the global ARQ context when a query runs against this dataset, so BG's
     // OpExecutor and property-function scoping apply here and ONLY here - never to
     // other datasets in the JVM.
     private final Context context = Context.create();
+    // Tracks per-thread read-transaction lifecycle (begin/commit/abort/end pairing);
+    // the store is immutable, so the lock only provides honest bookkeeping.
+    private final Transactional txn = TransactionalLock.createMRSW();
 
     /**
      * The standard property-function registry minus rdfs:member. BG stores use
@@ -85,13 +85,9 @@ public Graph getDefaultGraph() {
     }
 
     @Override
-    public Graph getGraph(Node node) {        
-        try {
-            return new BeakGraph(node, bg.getReader());
-        } catch (IOException ex) {
-            logger.error("Failed to open named graph {}", node, ex);
-        }
-        return Graph.emptyGraph;
+    public Graph getGraph(Node node) {
+        // A non-owning view over the shared reader (closing it is a no-op).
+        return new BeakGraph(node, bg.getReader());
     }
 
     @Override
@@ -143,12 +139,9 @@ public Iterator<Quad> findNG(Node g, Node s, Node p, Node o) {
             return findInSpecificGraph(g, s, p, o); // read() handles the union semantics
         }
         if (g == null || Node.ANY.equals(g)) {
-            List<Iterator<Quad>> iterators = new ArrayList<>();
-            Iterator<Node> graphs = listGraphNodes();
-            while (graphs.hasNext()) {
-                iterators.add(findInSpecificGraph(graphs.next(), s, p, o));
-            }
-            return new IteratorChain<>(iterators);
+            // Lazy per-graph chaining - see findInAnyGraph.
+            return org.apache.jena.atlas.iterator.Iter.flatMap(listGraphNodes(),
+                    gn -> findInSpecificGraph(gn, s, p, o));
         }
         if (Quad.isDefaultGraph(g)) {
             return Collections.emptyIterator();
@@ -182,28 +175,25 @@ private Iterator<Quad> findInSpecificGraph(Node g, Node s, Node p, Node o) {
     }
 
     private Iterator<Quad> findInAnyGraph(Node s, Node p, Node o) {
-        // 1. Default Graph
-        Iterator<Quad> defaultGraphIter = findInSpecificGraph(Quad.defaultGraphIRI, s, p, o);
-        
-        // 2. All Named Graphs
-        Iterator<Node> graphs = listGraphNodes();
-        List<Iterator<Quad>> iterators = new ArrayList<>();
-        iterators.add(defaultGraphIter);
-        
-        while(graphs.hasNext()) {
-            Node graphNode = graphs.next();
-            // Skip default if it appears in the list to avoid duplicates
-            if (!graphNode.equals(Quad.defaultGraphIRI)) {
-                iterators.add(findInSpecificGraph(graphNode, s, p, o));
-            }
-        }
-        
-        return new IteratorChain<>(iterators);
+        // Lazily chain the default graph and every named graph: constructing
+        // each graph's iterator up front paid its index searches before the
+        // first quad came back, and spatial stores hold thousands of tile
+        // graphs. Skip default if it appears in the graph list (duplicates).
+        Iterator<Node> graphs = org.apache.jena.atlas.iterator.Iter.concat(
+                List.of(Quad.defaultGraphIRI).iterator(),
+                org.apache.jena.atlas.iterator.Iter.filter(listGraphNodes(),
+                        gn -> !gn.equals(Quad.defaultGraphIRI)));
+        return org.apache.jena.atlas.iterator.Iter.flatMap(graphs, gn -> findInSpecificGraph(gn, s, p, o));
     }
 
+    // One mutable prefix map per dataset: the old implementation built a whole
+    // fresh in-memory dataset on EVERY call and returned its (disconnected)
+    // prefixes, so registrations silently vanished between calls.
+    private final PrefixMap prefixMap = PrefixMapFactory.create();
+
     @Override
     public PrefixMap prefixes() {
-        return DatasetFactory.createGeneral().asDatasetGraph().prefixes();
+        return prefixMap;
     }
 
     // --- Minimal Transaction Support (Read-Only) ---
@@ -216,11 +206,13 @@ public boolean supportsTransactions() {
     @Override
     public void begin(TxnType type) {
         if (type == TxnType.WRITE) throw new UnsupportedOperationException("Write transactions not supported");
+        txn.begin(type);
     }
 
     @Override
     public void begin(ReadWrite readWrite) {
         if (readWrite == ReadWrite.WRITE) throw new UnsupportedOperationException("Write transactions not supported");
+        txn.begin(readWrite);
     }
 
     @Override
@@ -230,32 +222,35 @@ public boolean promote(Promote mode) {
 
     @Override
     public void commit() {
-        // No-op for read-only
+        txn.commit();
     }
 
     @Override
     public void abort() {
-        // No-op for read-only
+        txn.abort();
     }
 
     @Override
     public void end() {
-        // No-op for read-only
+        txn.end();
     }
 
     @Override
     public ReadWrite transactionMode() {
-        return ReadWrite.READ;
+        return txn.transactionMode();
     }
 
     @Override
     public TxnType transactionType() {
-        return TxnType.READ;
+        return txn.transactionType();
     }
 
     @Override
     public boolean isInTransaction() {
-        // Always behave as if in a transaction or allow access
-        return true;
+        // Real per-thread state, not an unconditional "true": lying that a
+        // transaction is always active masked mispaired begin/end in callers.
+        // The data itself is immutable, so reads need no lock protection - the
+        // delegate exists purely to track lifecycle honestly.
+        return txn.isInTransaction();
     }
 }
diff --git a/src/main/java/com/ebremer/beakgraph/core/BeakGraph.java b/src/main/java/com/ebremer/beakgraph/core/BeakGraph.java
index 713e98fa..11b8aa12 100644
--- a/src/main/java/com/ebremer/beakgraph/core/BeakGraph.java
+++ b/src/main/java/com/ebremer/beakgraph/core/BeakGraph.java
@@ -3,7 +3,6 @@
 import com.ebremer.beakgraph.hdf5.jena.BGReader;
 import com.ebremer.beakgraph.hdf5.jena.StageGeneratorDirectorBG;
 import com.ebremer.beakgraph.turbo.Spatial;
-import java.io.IOException;
 import java.net.URI;
 import java.util.stream.Stream;
 import org.apache.jena.graph.Node;
@@ -51,11 +50,11 @@ public class BeakGraph extends GraphBase implements AutoCloseable {
         Spatial.init();
     }
 
-    public BeakGraph(BGReader reader, URI uri) throws IOException {
+    public BeakGraph(BGReader reader, URI uri) {
         this(reader, uri, uri);
     }
-    
-    public BeakGraph(BGReader reader, URI uri, URI base) throws IOException {
+
+    public BeakGraph(BGReader reader, URI uri, URI base) {
         logger.trace("BeakGraph -> {}", uri.toString());
         init();
         this.uri = uri;
@@ -64,7 +63,7 @@ public BeakGraph(BGReader reader, URI uri, URI base) throws IOException {
         this.ownsReader = true;
     }
     
-    public BeakGraph(BGReader reader) throws IOException {
+    public BeakGraph(BGReader reader) {
         this( reader, reader.getURI(), null);
     }
     
@@ -72,7 +71,7 @@ public URI getURI() {
         return uri;
     }
         
-    public BeakGraph(Node namedgraph, BGReader reader) throws IOException {
+    public BeakGraph(Node namedgraph, BGReader reader) {
         logger.trace("Create a SubBeakGraph -> {}", namedgraph);
         init();
         this.uri = reader.getURI();
@@ -89,7 +88,6 @@ private static void init() {
             if ( initialized ) {
                 return ;
             }
-            initialized = true ;
             // The OpExecutor factory is wired per-dataset (BGDatasetGraph's own
             // context), NOT into the global ARQ context: a global factory would
             // change query execution for every other dataset in the JVM. Only the
@@ -97,6 +95,9 @@ private static void init() {
             // because it dispatches on the active graph's type and delegates
             // everything that is not a BeakGraph.
             wireIntoExecution() ;
+            // Publish only after wiring succeeded, so a failure here is retried by
+            // the next caller instead of leaving the JVM half-wired forever.
+            initialized = true ;
         }
     }
     
diff --git a/src/main/java/com/ebremer/beakgraph/core/EmptyDictionaryWriter.java b/src/main/java/com/ebremer/beakgraph/core/EmptyDictionaryWriter.java
index 99ac1f7a..5bd28e0e 100644
--- a/src/main/java/com/ebremer/beakgraph/core/EmptyDictionaryWriter.java
+++ b/src/main/java/com/ebremer/beakgraph/core/EmptyDictionaryWriter.java
@@ -1,6 +1,5 @@
 package com.ebremer.beakgraph.core;
 
-import com.ebremer.beakgraph.core.AbstractDictionary;
 import io.jhdf.api.WritableGroup;
 import java.util.ArrayList;
 import java.util.List;
@@ -8,6 +7,9 @@
 import org.apache.jena.graph.Node;
 
 /**
+ * Null-object dictionary for a section with no entries (e.g. a source with no
+ * literals). Every operation answers honestly for an empty dictionary instead
+ * of throwing template "Not supported yet." exceptions.
  *
  * @author Erich Bremer
  */
@@ -33,16 +35,18 @@ public long locate(Node element) {
 
     @Override
     public Node extract(long id) {
-        throw new UnsupportedOperationException("Not supported yet."); // Generated from nbfs://nbhost/SystemFileSystem/Templates/Classes/Code/GeneratedMethodBody
+        throw new IllegalArgumentException("id [" + id + "]: empty dictionary has no entries");
     }
 
     @Override
     public Stream<Node> streamNodes() {
-        throw new UnsupportedOperationException("Not supported yet."); // Generated from nbfs://nbhost/SystemFileSystem/Templates/Classes/Code/GeneratedMethodBody
+        return Stream.empty();
     }
 
     @Override
     public long search(Node element) {
-        throw new UnsupportedOperationException("Not supported yet."); // Generated from nbfs://nbhost/SystemFileSystem/Templates/Classes/Code/GeneratedMethodBody
+        // Nothing matches; the insertion point in an empty 1-based dictionary is 1,
+        // encoded -(insertion)-1 per the search contract.
+        return -2;
     }
 }
diff --git a/src/main/java/com/ebremer/beakgraph/core/VoidStats.java b/src/main/java/com/ebremer/beakgraph/core/VoidStats.java
index 1b688de8..395dc63e 100644
--- a/src/main/java/com/ebremer/beakgraph/core/VoidStats.java
+++ b/src/main/java/com/ebremer/beakgraph/core/VoidStats.java
@@ -81,7 +81,11 @@ static VoidStats load(BGReader reader) {
         for (Map.Entry<Node, Node> e : partitionPredicate.entrySet()) {
             Long n = resourceTriples.get(e.getKey());
             if (n != null) {
-                predicateCount.put(e.getValue(), n);
+                // One partition per (graph, predicate) pair: the same predicate can
+                // appear in several graph descriptions, so counts must SUM. A plain
+                // put kept whichever partition iteration visited last, feeding the
+                // reorder cost model a per-graph count against a dataset-wide total.
+                predicateCount.merge(e.getValue(), n, Long::sum);
                 total += n;
             }
         }
diff --git a/src/main/java/com/ebremer/beakgraph/core/fuseki/BGSparqlService.java b/src/main/java/com/ebremer/beakgraph/core/fuseki/BGSparqlService.java
index 4dc2af51..9490fc28 100644
--- a/src/main/java/com/ebremer/beakgraph/core/fuseki/BGSparqlService.java
+++ b/src/main/java/com/ebremer/beakgraph/core/fuseki/BGSparqlService.java
@@ -1,11 +1,16 @@
 package com.ebremer.beakgraph.core.fuseki;
 
+import com.ebremer.beakgraph.core.BGDatasetGraph;
+import com.ebremer.beakgraph.core.NodeTable;
+import com.ebremer.beakgraph.hdf5.jena.NodeId;
 import jakarta.servlet.http.HttpServletRequest;
 import jakarta.servlet.http.HttpServletResponse;
 import java.io.IOException;
 import java.io.InputStream;
 import java.nio.charset.StandardCharsets;
 import java.util.concurrent.TimeUnit;
+import java.util.function.Predicate;
+import org.apache.jena.graph.Node;
 import org.apache.jena.query.Dataset;
 import org.apache.jena.query.Query;
 import org.apache.jena.query.QueryExecution;
@@ -30,6 +35,8 @@
  */
 public final class BGSparqlService {
 
+    private static final org.slf4j.Logger logger = org.slf4j.LoggerFactory.getLogger(BGSparqlService.class);
+
     /** Maximum accepted SPARQL request body. Real queries are tiny; an unbounded
      *  readAllBytes lets a single request allocate arbitrary heap. */
     static final int MAX_QUERY_BODY_BYTES = 1 << 20; // 1 MiB
@@ -44,6 +51,21 @@ public static final class QueryBodyTooLargeException extends IOException {
         }
     }
 
+    /**
+     * Thrown when execution failed AFTER the response was committed: a 200 and
+     * part of the body are already on the wire, so the only honest signal left
+     * is an aborted transfer. Callers must NOT touch the response again (a
+     * sendError would throw IllegalStateException) and should let this
+     * propagate so the container closes the connection without completing the
+     * response - a client then sees a truncated transfer instead of a
+     * complete-looking 200 with silently missing rows.
+     */
+    public static final class QueryExecutionFailedException extends IOException {
+        QueryExecutionFailedException(String message, Throwable cause) {
+            super(message, cause);
+        }
+    }
+
     private BGSparqlService() {
     }
 
@@ -73,12 +95,36 @@ static String readBody(InputStream in, int max) throws IOException {
         return new String(body, StandardCharsets.UTF_8);
     }
 
+    /**
+     * Dictionary-membership probe backing the relativization rewrite decision.
+     * BG datasets answer from the node table (a binary search - deliberately
+     * NOT a find() over the dataset, which fans out across every named graph).
+     * Any other dataset has no relative-stored IRIs, so nothing is rewritten.
+     */
+    private static Predicate<Node> storedTermProbe(Dataset ds) {
+        if (ds.asDatasetGraph() instanceof BGDatasetGraph bgd) {
+            NodeTable nodeTable = bgd.getBeakGraph().getReader().getNodeTable();
+            return n -> {
+                NodeId id = nodeTable.getNodeIdForNode(n);
+                return id != null && !NodeId.isDoesNotExist(id);
+            };
+        }
+        return n -> false;
+    }
+
     /**
      * Execute {@code queryStr} against {@code ds} and serialize the result,
      * resolving relative IRIs against {@code baseURI} (the URL/URI the data is
-     * served from). On any failure an HTTP 400 is written.
+     * served from). Client-side problems (parse errors, unsupported query
+     * types) are answered with 400 and still return true - the reader is fine.
+     *
+     * @return true when the underlying reader behaved; false when execution
+     *         failed (a 500 was written) - pooled callers should invalidate
+     *         their instance rather than return it.
+     * @throws QueryExecutionFailedException when execution failed after the
+     *         response was committed (see that exception's contract)
      */
-    public static void execute(Dataset ds, String queryStr, String baseURI,
+    public static boolean execute(Dataset ds, String queryStr, String baseURI,
                                String acceptHeader, HttpServletResponse resp) throws IOException {
         String accept = (acceptHeader == null) ? "" : acceptHeader.toLowerCase();
         try {
@@ -87,7 +133,7 @@ public static void execute(Dataset ds, String queryStr, String baseURI,
             // Relativize document IRIs the query names so they match the
             // dictionary. Skip the whole-query walk when there is no base.
             Query execQuery = resolver.isActive()
-                    ? QueryTransformOps.transform(query, resolver.absoluteToStorage())
+                    ? QueryTransformOps.transform(query, resolver.absoluteToStorage(storedTermProbe(ds)))
                     : query;
             try (QueryExecution qexec = QueryExecution.dataset(ds).query(execQuery)
                     .timeout(QUERY_TIMEOUT_SECONDS, TimeUnit.SECONDS).build()) {
@@ -124,8 +170,23 @@ public static void execute(Dataset ds, String queryStr, String baseURI,
                     resp.sendError(400, "Unsupported SPARQL query type");
                 }
             }
+            return true;
+        } catch (org.apache.jena.query.QueryParseException ex) {
+            // The client's own query text is at fault; the parse message is theirs.
+            resp.sendError(400, "Query parse error: " + ex.getMessage());
+            return true;
         } catch (Exception ex) {
-            resp.sendError(400, "Query error: " + ex.getMessage());
+            // Internal failure: log the details server-side, but do not echo
+            // exception internals (paths, class names, state) back to the client.
+            logger.error("SPARQL query execution failed", ex);
+            if (resp.isCommitted()) {
+                // Partial 200 body already flushed: sendError would throw
+                // IllegalStateException. Rethrow so the container aborts the
+                // connection - the honest signal for a truncated result.
+                throw new QueryExecutionFailedException("Query failed after the response was committed", ex);
+            }
+            resp.sendError(500, "Query execution failed");
+            return false;
         }
     }
 }
diff --git a/src/main/java/com/ebremer/beakgraph/core/fuseki/BGVoIDSD.java b/src/main/java/com/ebremer/beakgraph/core/fuseki/BGVoIDSD.java
index 55f569e3..9324adda 100644
--- a/src/main/java/com/ebremer/beakgraph/core/fuseki/BGVoIDSD.java
+++ b/src/main/java/com/ebremer/beakgraph/core/fuseki/BGVoIDSD.java
@@ -204,9 +204,9 @@ private String computeLongestCommonPrefix() {
         private String getNamespaceBase(String uri) {
             int idx = uri.lastIndexOf('#');
             if (idx == -1) idx = uri.lastIndexOf('/');
-            if (idx == -1) return uri + "#";            
-            String ns = uri.substring(0, idx + 1);
-            return (uri.charAt(idx) == '#') ? ns : ns;
+            if (idx == -1) return uri + "#";
+            // The substring already ends with the separator ('#' or '/').
+            return uri.substring(0, idx + 1);
         }
     }
 }
diff --git a/src/main/java/com/ebremer/beakgraph/core/fuseki/LWSStorageServlet.java b/src/main/java/com/ebremer/beakgraph/core/fuseki/LWSStorageServlet.java
index 03860d7d..a92d7125 100644
--- a/src/main/java/com/ebremer/beakgraph/core/fuseki/LWSStorageServlet.java
+++ b/src/main/java/com/ebremer/beakgraph/core/fuseki/LWSStorageServlet.java
@@ -79,16 +79,41 @@ private void handleSparqlQuery(HttpServletRequest req, HttpServletResponse resp,
         }
         URI fileUri = h5File.toUri();
         BeakGraph bg = null;
+        boolean healthy = true;
         try {
             bg = BeakGraphPool.getPool().borrowObject(fileUri);
             // resolve document-relative IRIs against the URL this .h5 is served from
-            BGSparqlService.execute(bg.getDataset(), queryStr,
+            healthy = BGSparqlService.execute(bg.getDataset(), queryStr,
                     req.getRequestURL().toString(), req.getHeader("Accept"), resp);
+        } catch (BGSparqlService.QueryExecutionFailedException ex) {
+            // Failure after the response committed: nothing may touch the response
+            // now. Rethrow (after the finally invalidates the reader) so the
+            // container aborts the connection instead of finishing a truncated
+            // 200 body as if it were complete.
+            healthy = false;
+            throw ex;
         } catch (Exception ex) {
-            resp.sendError(400, "Query error: " + ex.getMessage());
+            // Reaching here means infrastructure failure (pool, file). Log it,
+            // don't echo internals to the client.
+            healthy = false;
+            logger.error("SPARQL query handling failed for {}", h5File, ex);
+            if (!resp.isCommitted()) {
+                resp.sendError(500, "Query execution failed");
+            }
         } finally {
             if (bg != null) {
-                BeakGraphPool.getPool().returnObject(fileUri, bg);
+                if (healthy) {
+                    BeakGraphPool.getPool().returnObject(fileUri, bg);
+                } else {
+                    // Never re-issue an instance that just failed: with only
+                    // returnObject here, a broken-but-open reader circulated
+                    // forever, 500ing every request for its file.
+                    try {
+                        BeakGraphPool.getPool().invalidateObject(fileUri, bg);
+                    } catch (Exception invalidateEx) {
+                        logger.warn("Failed to invalidate pooled BeakGraph for {}", fileUri, invalidateEx);
+                    }
+                }
             }
         }
     }
@@ -116,7 +141,9 @@ private void serveLinkset(HttpServletResponse resp, String resourceURI) throws I
         String updated = r.hasProperty(AS_UPDATED) ? r.getProperty(AS_UPDATED).getString() : null;
         resp.setContentType("application/linkset+json");
         resp.setCharacterEncoding("UTF-8");
-        resp.getWriter().write(linksetJson(resourceURI, typeHref, up, media, size, updated));
+        // anchor/up are advertised on the LIVE base, never the canonical one.
+        resp.getWriter().write(linksetJson(toLiveUri(resourceURI), typeHref,
+                up == null ? null : toLiveUri(up), media, size, updated));
     }
 
     /**
@@ -199,6 +226,60 @@ static String encodeHref(String path) {
         }
     }
 
+    /**
+     * Decode the raw request URI into the literal path the metadata model and the
+     * filesystem use. Servlet spec: {@code getRequestURI()} is UNDECODED, while the
+     * model holds raw filenames - comparing them directly made every resource whose
+     * name needs percent-encoding (spaces, '#', non-ASCII) permanently 404, including
+     * via this servlet's own encoded listing links. Returns null for a syntactically
+     * invalid URI (callers answer 400).
+     */
+    static String decodePath(String rawRequestUri) {
+        try {
+            String p = new java.net.URI(rawRequestUri).getPath();
+            return p == null ? "" : p;
+        } catch (java.net.URISyntaxException e) {
+            return null;
+        }
+    }
+
+    /**
+     * Map a canonical-model URI (rooted at {@link LWSMetadataGenerator#CANONICAL_BASE})
+     * onto the live serving base. {@code base} ends with '/' and the canonical
+     * remainder starts with '/', so naive concatenation minted double-slash URIs that
+     * 404 when dereferenced; the canonical host/port also leaked into Link headers and
+     * linksets whenever the server ran on a non-default port.
+     */
+    static String toLiveUri(String canonicalUri, String base) {
+        String rest = canonicalUri.substring(HTTP_ROOT.length());
+        while (rest.startsWith("/")) {
+            rest = rest.substring(1);
+        }
+        return base + rest;
+    }
+
+    private String toLiveUri(String canonicalUri) {
+        return toLiveUri(canonicalUri, BASE);
+    }
+
+    /** Container page URI on the live base; reqPath carries no leading slash and BASE ends with '/'. */
+    private String pageUri(String reqPath, int page) {
+        return BASE + reqPath + "?page=" + page;
+    }
+
+    /**
+     * Whether the (lower-cased) Accept header admits an HTML representation.
+     * RFC 9110: {@code *}{@code /*} and {@code text/*} match every/any text
+     * representation - curl's default {@code Accept: *}{@code /*} must get a
+     * page, not a 406.
+     */
+    static boolean acceptsHtmlRepresentation(String lowerAccept) {
+        return lowerAccept.isEmpty()
+                || lowerAccept.contains("text/html")
+                || lowerAccept.contains("text/*")
+                || lowerAccept.contains("*/*");
+    }
+
     /**
      * Whether a statement object may be sent to clients. The metadata model links
      * every resource to its on-disk location via {@code owl:sameAs <file:///...>};
@@ -236,7 +317,8 @@ static Path resolveWithin(Path root, String reqPath) {
     protected void doGet(HttpServletRequest req, HttpServletResponse resp) throws IOException {
         // Stop browsers from MIME-sniffing served content into something executable.
         resp.setHeader("X-Content-Type-Options", "nosniff");
-        String reqPath = req.getRequestURI();
+        String reqPath = decodePath(req.getRequestURI());
+        if (reqPath == null) { resp.sendError(400, "Malformed request URI"); return; }
         if (reqPath.startsWith("/")) reqPath = reqPath.substring(1);
         if (reqPath.endsWith("/")) reqPath = reqPath.substring(0, reqPath.length()-1);
         if (reqPath.endsWith(".meta")) {
@@ -245,6 +327,15 @@ protected void doGet(HttpServletRequest req, HttpServletResponse resp) throws IO
                 basePath = basePath.substring("HalcyonStorage".length());
                 if (basePath.startsWith("/")) basePath = basePath.substring(1);
             }
+            if (basePath.equals("description")) {
+                // The /description document advertises this linkset itself; it is
+                // not in the metadata model, so answer it directly instead of 404.
+                resp.setContentType("application/linkset+json");
+                resp.setCharacterEncoding("UTF-8");
+                resp.getWriter().write(linksetJson(BASE + "description",
+                        LWS.MetadataResource.getURI(), BASE, null, null, null));
+                return;
+            }
             String baseResourceURI = basePath.isEmpty() ? HTTP_ROOT : HTTP_ROOT + "/" + basePath;
             serveLinkset(resp, baseResourceURI);
             return;
@@ -276,7 +367,7 @@ && isHDF5(h5Candidate) && isSparqlRequest(req)) {
             handleSparqlQuery(req, resp, h5Candidate);
             return;
         }
-        String linksetURI = getLinksetURI(resourceURI);
+        String linksetURI = getLinksetURI(toLiveUri(resourceURI));
         resp.addHeader("Link", "<" + linksetURI + ">; rel=\"linkset\"; type=\"application/linkset+json\"");
         resp.setHeader("Vary", "Accept");
         boolean isContainer = r.hasProperty(RDF.type, LWS_CONTAINER);
@@ -284,7 +375,7 @@ && isHDF5(h5Candidate) && isSparqlRequest(req)) {
         String formatParam = req.getParameter("format");
         boolean forceTurtle = "turtle".equalsIgnoreCase(formatParam);
         boolean forceJsonLd = "jsonld".equalsIgnoreCase(formatParam);
-        boolean wantHtml = (accept.contains("text/html") || accept.isEmpty()) && !forceTurtle && !forceJsonLd;
+        boolean wantHtml = acceptsHtmlRepresentation(accept) && !forceTurtle && !forceJsonLd;
         boolean wantTurtle = accept.contains("turtle") || forceTurtle;
         boolean wantJson = (accept.contains("ld+json") || accept.contains("json")) || forceJsonLd;
         if (isContainer && wantHtml) {
@@ -324,8 +415,7 @@ && isHDF5(h5Candidate) && isSparqlRequest(req)) {
                 RDFNode obj = s.getObject();
                 if (!exposableToClient(obj)) return; // never leak file:/// server paths
                 if (obj.isResource() && obj.asResource().getURI() != null && obj.asResource().getURI().startsWith(HTTP_ROOT)) {
-                    String newURI = BASE + obj.asResource().getURI().substring(HTTP_ROOT.length());
-                    httpR.addProperty(s.getPredicate(), out.createResource(newURI));
+                    httpR.addProperty(s.getPredicate(), out.createResource(toLiveUri(obj.asResource().getURI())));
                 } else {
                     httpR.addProperty(s.getPredicate(), obj);
                 }
@@ -348,27 +438,29 @@ && isHDF5(h5Candidate) && isSparqlRequest(req)) {
                     if (start >= total) { resp.sendError(404); return; }
                     int startIdx = (int) start;
                     List<Resource> paged = items.subList(startIdx, Math.min(startIdx+size, total));
-                    Resource pageR = out.createResource(BASE + (reqPath.isEmpty() ? "" : reqPath) + (reqPath.isEmpty() ? "" : "/") + "?page=" + page);
+                    // Self and first/last/prev/next all use the same URI shape,
+                    // and the navigation links are RESOURCES (they are page URIs,
+                    // and were emitted as plain literals with a divergent shape).
+                    Resource pageR = out.createResource(pageUri(reqPath, page));
                     r.listProperties().forEachRemaining(s -> {
                         if (!s.getPredicate().equals(LWS_ITEMS) && exposableToClient(s.getObject())) {
                             pageR.addProperty(s.getPredicate(), s.getObject());
                         }
                     });
                     pageR.addProperty(RDF.type, LWS.ContainerPage);
-                    pageR.addProperty(ResourceFactory.createProperty("https://www.w3.org/ns/activitystreams#first"), BASE + (reqPath.isEmpty() ? "" : reqPath) + "?page=1");
+                    pageR.addProperty(ResourceFactory.createProperty("https://www.w3.org/ns/activitystreams#first"), out.createResource(pageUri(reqPath, 1)));
                     int pages = (total + size - 1) / size;
-                    pageR.addProperty(ResourceFactory.createProperty("https://www.w3.org/ns/activitystreams#last"), BASE + (reqPath.isEmpty() ? "" : reqPath) + "?page=" + pages);
-                    if (page > 1) pageR.addProperty(ResourceFactory.createProperty("https://www.w3.org/ns/activitystreams#prev"), BASE + (reqPath.isEmpty() ? "" : reqPath) + "?page=" + (page-1));
-                    if (page < pages) pageR.addProperty(ResourceFactory.createProperty("https://www.w3.org/ns/activitystreams#next"), BASE + (reqPath.isEmpty() ? "" : reqPath) + "?page=" + (page+1));
+                    pageR.addProperty(ResourceFactory.createProperty("https://www.w3.org/ns/activitystreams#last"), out.createResource(pageUri(reqPath, pages)));
+                    if (page > 1) pageR.addProperty(ResourceFactory.createProperty("https://www.w3.org/ns/activitystreams#prev"), out.createResource(pageUri(reqPath, page-1)));
+                    if (page < pages) pageR.addProperty(ResourceFactory.createProperty("https://www.w3.org/ns/activitystreams#next"), out.createResource(pageUri(reqPath, page+1)));
                     for (Resource it : paged) {
-                        String itHttp = BASE + it.getURI().substring(HTTP_ROOT.length());
+                        String itHttp = toLiveUri(it.getURI());
                         pageR.addProperty(LWS_ITEMS, out.createResource(itHttp));
                         it.listProperties().forEachRemaining(st -> {
                             RDFNode obj = st.getObject();
                             if (!exposableToClient(obj)) return; // never leak file:/// server paths
                             if (obj.isResource() && obj.asResource().getURI() != null && obj.asResource().getURI().startsWith(HTTP_ROOT)) {
-                                String newURI = BASE + obj.asResource().getURI().substring(HTTP_ROOT.length());
-                                out.getResource(itHttp).addProperty(st.getPredicate(), out.createResource(newURI));
+                                out.getResource(itHttp).addProperty(st.getPredicate(), out.createResource(toLiveUri(obj.asResource().getURI())));
                             } else {
                                 out.getResource(itHttp).addProperty(st.getPredicate(), obj);
                             }
@@ -376,13 +468,12 @@ && isHDF5(h5Candidate) && isSparqlRequest(req)) {
                     }
                 } else {
                     for (Resource it : items) {
-                        String itHttp = BASE + it.getURI().substring(HTTP_ROOT.length());
+                        String itHttp = toLiveUri(it.getURI());
                         it.listProperties().forEachRemaining(st -> {
                             RDFNode obj = st.getObject();
                             if (!exposableToClient(obj)) return; // never leak file:/// server paths
                             if (obj.isResource() && obj.asResource().getURI() != null && obj.asResource().getURI().startsWith(HTTP_ROOT)) {
-                                String newURI = BASE + obj.asResource().getURI().substring(HTTP_ROOT.length());
-                                out.getResource(itHttp).addProperty(st.getPredicate(), out.createResource(newURI));
+                                out.getResource(itHttp).addProperty(st.getPredicate(), out.createResource(toLiveUri(obj.asResource().getURI())));
                             } else {
                                 out.getResource(itHttp).addProperty(st.getPredicate(), obj);
                             }
@@ -410,13 +501,30 @@ && isHDF5(h5Candidate) && isSparqlRequest(req)) {
             media = Files.probeContentType(localFile);
             if (media == null) media = "application/octet-stream";
         }
+        // Conditional GET support: the store is read-only between writes, so
+        // size+mtime make a stable validator.
+        long size = Files.size(localFile);
+        long lastModified = Files.getLastModifiedTime(localFile).toMillis();
+        String etag = "\"" + size + "-" + lastModified + "\"";
+        resp.setHeader("ETag", etag);
+        resp.setDateHeader("Last-Modified", lastModified);
+        String ifNoneMatch = req.getHeader("If-None-Match");
+        long ifModifiedSince = req.getDateHeader("If-Modified-Since");
+        if (etag.equals(ifNoneMatch)
+                || (ifNoneMatch == null && ifModifiedSince >= 0 && lastModified / 1000 <= ifModifiedSince / 1000)) {
+            resp.setStatus(HttpServletResponse.SC_NOT_MODIFIED);
+            return;
+        }
         resp.setContentType(media);
         // Stored bytes are served as a download: with nosniff above, this keeps an
         // HTML/SVG file someone placed under the root from rendering in this origin.
         String filename = localFile.getFileName().toString().replace("\"", "");
         resp.setHeader("Content-Disposition", "attachment; filename=\"" + filename + "\"");
-        resp.setContentLengthLong(Files.size(localFile));
-        Files.copy(localFile, resp.getOutputStream());
+        resp.setContentLengthLong(size);
+        // HEAD gets the same headers without the body (and without the file copy).
+        if (!"HEAD".equals(req.getMethod())) {
+            Files.copy(localFile, resp.getOutputStream());
+        }
     }
     @Override
     protected void doPost(HttpServletRequest req, HttpServletResponse resp) throws IOException {
@@ -424,7 +532,8 @@ protected void doPost(HttpServletRequest req, HttpServletResponse resp) throws I
         logger.info("LWS {} {} ct={} query-param={} bodyLen={}",
         req.getMethod(), req.getRequestURI(), req.getContentType(),
         req.getParameter("query") != null, req.getContentLengthLong());
-        String reqPath = req.getRequestURI();
+        String reqPath = decodePath(req.getRequestURI());
+        if (reqPath == null) { resp.sendError(400, "Malformed request URI"); return; }
         if (reqPath.startsWith("/")) reqPath = reqPath.substring(1);
         if (reqPath.endsWith("/")) reqPath = reqPath.substring(0, reqPath.length()-1);
         if (reqPath.startsWith("HalcyonStorage")) {
@@ -438,7 +547,9 @@ protected void doPost(HttpServletRequest req, HttpServletResponse resp) throws I
             return;
         }
         boolean isContainer = r.hasProperty(RDF.type, LWS_CONTAINER);
-        if (isContainer) { resp.sendError(406); return; }
+        // 405, not 406: POST to a container is an unsupported METHOD, not a
+        // content-negotiation failure.
+        if (isContainer) { resp.sendError(405, "Method not allowed"); return; }
         if (STORAGE_ROOT == null) { resp.sendError(500); return; }
         Path localFile = resolveWithin(STORAGE_ROOT, reqPath);
         if (localFile == null) { resp.sendError(403, "Forbidden"); return; }
@@ -451,6 +562,8 @@ protected void doPost(HttpServletRequest req, HttpServletResponse resp) throws I
     }
     @Override
     protected void doHead(HttpServletRequest req, HttpServletResponse resp) throws IOException {
+        // Same routing and headers as GET; the file-serving branch checks the
+        // method and skips the body copy for HEAD.
         doGet(req, resp);
     }
 }
diff --git a/src/main/java/com/ebremer/beakgraph/core/fuseki/RelativeIRIResolver.java b/src/main/java/com/ebremer/beakgraph/core/fuseki/RelativeIRIResolver.java
index b5fae13b..6722000f 100644
--- a/src/main/java/com/ebremer/beakgraph/core/fuseki/RelativeIRIResolver.java
+++ b/src/main/java/com/ebremer/beakgraph/core/fuseki/RelativeIRIResolver.java
@@ -3,6 +3,8 @@
 import com.ebremer.beakgraph.utils.UTIL;
 import java.util.Iterator;
 import java.util.List;
+import java.util.function.Predicate;
+import org.apache.jena.graph.Node;
 import org.apache.jena.graph.NodeFactory;
 import org.apache.jena.graph.Triple;
 import org.apache.jena.irix.IRIx;
@@ -28,8 +30,9 @@
  * in at build time. This class converts between the stored "storage form" and
  * the absolute "result form" expected by SPARQL clients:
  * <ul>
- *   <li>{@link #absoluteToStorage()} - query input: an absolute IRI under the
- *       base is rewritten to the relative form held in the dictionary.</li>
+ *   <li>{@link #absoluteToStorage(Predicate)} - query input: an absolute IRI
+ *       under the base is rewritten to the relative form when the dictionary
+ *       holds that relative form (and not the absolute one).</li>
  *   <li>{@link #storageToAbsolute()} - query output: a relative IRI is resolved
  *       against the base into an absolute IRI.</li>
  * </ul>
@@ -60,19 +63,33 @@ public boolean isActive() {
     }
 
     /**
-     * Input transform: an absolute IRI that sits under the document base is
-     * rewritten to the relative form actually stored in the dictionary, so that
-     * queries naming a resource by its served URL still match. Every other node
-     * (variables, literals, blank nodes, unrelated IRIs) passes through.
+     * Input transform: an absolute IRI under the document base is rewritten to
+     * its relative form so that queries naming a resource by its served URL
+     * still match a relative-stored term. Every other node (variables,
+     * literals, blank nodes, unrelated IRIs) passes through.
+     * <p>
+     * The rewrite fires only when {@code storedTerm} says the relative form IS
+     * in the store and the absolute form is NOT. The dictionary holds a term in
+     * exactly one of the two forms (relative only when the source document used
+     * a relative reference), so rewriting unconditionally turned every query
+     * naming an absolute-stored same-host IRI into a guaranteed miss - Jena's
+     * relativize also emits {@code /absolute/path} and {@code ../up} forms the
+     * writer never produces. When both forms are stored, the exact term the
+     * query named (the absolute one) wins.
+     *
+     * @param storedTerm whether a node exists in the store's dictionary
      */
-    public NodeTransform absoluteToStorage() {
+    public NodeTransform absoluteToStorage(Predicate<Node> storedTerm) {
         return node -> {
             if (base != null && node != null && node.isURI()
                     && !UTIL.isRelativeIRI(node.getURI())) {
                 try {
                     IRIx rel = base.relativize(IRIx.create(node.getURI()));
                     if (rel != null && rel.isRelative()) {
-                        return NodeFactory.createURI(rel.str());
+                        Node relNode = NodeFactory.createURI(rel.str());
+                        if (storedTerm.test(relNode) && !storedTerm.test(node)) {
+                            return relNode;
+                        }
                     }
                 } catch (RuntimeException ignore) {
                     // leave the node unchanged on any IRI parsing failure
diff --git a/src/main/java/com/ebremer/beakgraph/core/fuseki/SPARQLEndPoint.java b/src/main/java/com/ebremer/beakgraph/core/fuseki/SPARQLEndPoint.java
index a83c6919..e5a3842a 100644
--- a/src/main/java/com/ebremer/beakgraph/core/fuseki/SPARQLEndPoint.java
+++ b/src/main/java/com/ebremer/beakgraph/core/fuseki/SPARQLEndPoint.java
@@ -35,6 +35,7 @@ public class SPARQLEndPoint {
     private Model lwsModel;
     private Path storageRoot = null;
     private BeakGraph singleFileGraph;
+    private final Dataset dataset;
 
     static {
         JenaSystem.init();
@@ -98,6 +99,7 @@ private SPARQLEndPoint(Parameters params) throws Exception {
             }
             if (lwsModel == null) lwsModel = ModelFactory.createDefaultModel();
         }
+        this.dataset = ds;
 
         boolean singleFile = !Files.isDirectory(endpointPath);
         var serverBuilder = FusekiServer.create()
@@ -130,8 +132,11 @@ private SPARQLEndPoint(Parameters params) throws Exception {
             // Serve /rdf ourselves so document-relative IRIs in the HDF5 file are
             // resolved (against the file's own URI) instead of leaking out raw,
             // matching the behaviour of the LWS .h5 SPARQL path.
+            // Resolution base is the SERVED URL, never the local file URI: resolving
+            // stored-relative IRIs against endpointPath.toUri() sent every client
+            // file:///<absolute-server-path>/... IRIs - full filesystem disclosure.
             ServletHolder rdfHolder = new ServletHolder("hdf5-sparql",
-                    new HDF5SparqlServlet(ds, endpointPath.toUri().toString()));
+                    new HDF5SparqlServlet(ds, BASE_URL + "rdf"));
             context.addServlet(rdfHolder, "/rdf");
             context.addServlet(rdfHolder, "/rdf/*");
         }
@@ -152,7 +157,10 @@ public static synchronized SPARQLEndPoint getSPARQLEndPoint(Parameters params) t
     }
 
     public DatasetGraph getDataset() {
-        return server.getDataAccessPointRegistry().get("/rdf").getDataService().getDataset();
+        // The dataset this endpoint serves, held directly: the Fuseki registry
+        // only knows "/rdf" in directory mode (single-file mode serves /rdf via
+        // its own servlet), so the old registry lookup NPE'd in single-file mode.
+        return dataset.asDatasetGraph();
     }
 
     public void shutdown() {
@@ -192,7 +200,25 @@ private static class SparqlWebPageServlet extends HttpServlet {
 
         @Override protected void doGet(HttpServletRequest req, HttpServletResponse resp) throws IOException {
             String pathInfo = req.getPathInfo();
-            String resourcePath = (pathInfo == null || pathInfo.equals("/") || pathInfo.isEmpty()) ? "/META-INF/sparql/index.html" : "/META-INF/sparql" + pathInfo;
+            String resourcePath;
+            if (pathInfo == null || pathInfo.equals("/") || pathInfo.isEmpty()) {
+                resourcePath = "/META-INF/sparql/index.html";
+            } else if (pathInfo.equals("/beakgraph.png")) {
+                // The logo ships exactly once, at the classpath root - an identical
+                // copy under META-INF/sparql used to double the jar by 1.6 MB.
+                resourcePath = "/beakgraph.png";
+            } else {
+                // pathInfo is attacker-influenced and already URL-decoded: reject
+                // dot-segments (and backslashes) before splicing it into a classpath
+                // lookup, so an encoded "/../.." can never escape /META-INF/sparql -
+                // regardless of the container's URI-compliance mode or whether the
+                // classpath is a jar or exploded directories.
+                if (pathInfo.contains("..") || pathInfo.indexOf('\\') >= 0) {
+                    resp.sendError(HttpServletResponse.SC_NOT_FOUND);
+                    return;
+                }
+                resourcePath = "/META-INF/sparql" + pathInfo;
+            }
             InputStream is = getClass().getResourceAsStream(resourcePath);
             if (is == null) { resp.sendError(HttpServletResponse.SC_NOT_FOUND); return; }
             resp.setContentType(getContentType(resourcePath));
@@ -207,6 +233,7 @@ private String getContentType(String path) {
             if (path.endsWith(".css")) return "text/css";
             if (path.endsWith(".js")) return "application/javascript";
             if (path.endsWith(".json")) return "application/json";
+            if (path.endsWith(".png")) return "image/png";
             return "application/octet-stream";
         }
     }
diff --git a/src/main/java/com/ebremer/beakgraph/core/lib/NodeComparator.java b/src/main/java/com/ebremer/beakgraph/core/lib/NodeComparator.java
index babaf009..518e8705 100644
--- a/src/main/java/com/ebremer/beakgraph/core/lib/NodeComparator.java
+++ b/src/main/java/com/ebremer/beakgraph/core/lib/NodeComparator.java
@@ -1,6 +1,11 @@
 package com.ebremer.beakgraph.core.lib;
 
+import java.math.BigDecimal;
+import java.math.BigInteger;
 import java.util.Comparator;
+import javax.xml.datatype.DatatypeConstants;
+import javax.xml.datatype.Duration;
+import javax.xml.datatype.XMLGregorianCalendar;
 import org.apache.jena.graph.Node;
 import org.apache.jena.sparql.core.Quad;
 import org.apache.jena.sparql.expr.NodeValue;
@@ -8,7 +13,7 @@
 
 /**
  * Enforces a strict Total Ordering of RDF Nodes.
- * CRITICAL for HDF5 Binary Search: 
+ * CRITICAL for HDF5 Binary Search:
  * Ensures the sorting order perfectly matches the Monolithic Dictionary ID assignments:
  * 1. Default Graph
  * 2. Blank Nodes
@@ -26,8 +31,18 @@ public int compare(Node n1, Node n2) {
         // 1. Handle the Default Graph first (Always ID 0 or implicitly lowest)
         boolean n1isDefault = isDefaultGraph(n1);
         boolean n2isDefault = isDefaultGraph(n2);
-        
-        if (n1isDefault && n2isDefault) return 0;
+
+        if (n1isDefault && n2isDefault) {
+            // Both ARQ sentinels rank before everything else, but they are two
+            // DISTINCT RDF terms: returning 0 for the pair collapsed them onto
+            // one dictionary id when a source used urn:x-arq:DefaultGraphNode as
+            // a data term. Order by exact term (null ≡ the default graph IRI;
+            // "urn:x-arq:DefaultGraph" still sorts first, keeping the graph
+            // dictionary's lowest-id assumption).
+            Node t1 = (n1 == null) ? Quad.defaultGraphIRI : n1;
+            Node t2 = (n2 == null) ? Quad.defaultGraphIRI : n2;
+            return NodeCmp.compareRDFTerms(t1, t2);
+        }
         if (n1isDefault) return -1;
         if (n2isDefault) return 1;
 
@@ -35,7 +50,7 @@ public int compare(Node n1, Node n2) {
         // This ensures the sorted array perfectly aligns with how IDs are chunked
         int type1 = getMacroType(n1);
         int type2 = getMacroType(n2);
-        
+
         if (type1 != type2) {
             return Integer.compare(type1, type2);
         }
@@ -47,8 +62,30 @@ public int compare(Node n1, Node n2) {
                 NodeValue nv1 = NodeValue.makeNode(n1);
                 NodeValue nv2 = NodeValue.makeNode(n2);
 
+                // Timezone-sensitive value spaces cannot go through compareAlways:
+                // it answers value order for XSD-determinate pairs but silently falls
+                // back to TERM order for indeterminate ones (a timezone-less dateTime
+                // vs a timezoned one within +/-14h; a month-based duration vs a
+                // day-based one). Mixing the two orders pairwise is not transitive -
+                // e.g. "2020-01-02T00:00:00" < "2020-01-02T08:00:00+14:00" <
+                // "2020-01-01T20:00:00Z" < the first - and a cyclic comparator breaks
+                // every sort and binary search in the store (locate() misses stored
+                // literals; builds fail with "Cannot resolve Object"). These spaces
+                // get a self-consistent total order below that agrees with XSD value
+                // order wherever XSD order is determinate, so the ValueCluster range
+                // pushdown stays over-inclusive and value-equal terms stay adjacent.
+                int group = temporalGroup(nv1);
+                if (group != 0 && group == temporalGroup(nv2)) {
+                    return group == GROUP_DURATION
+                            ? compareDurationTotal(nv1, nv2, n1, n2)
+                            : compareTemporalTotal(nv1, nv2, n1, n2);
+                }
+
                 // compareAlways provides a strict SPARQL "ORDER BY" ordering by VALUE,
-                // handling mixed datatypes safely without throwing exceptions.
+                // handling mixed datatypes safely without throwing exceptions. Across
+                // distinct value spaces (number vs string vs dateTime vs date ...) it
+                // orders by a fixed value-space rank independent of the actual values,
+                // so it stays transitive there.
                 int byValue = NodeValue.compareAlways(nv1, nv2);
                 if (byValue != 0) {
                     return byValue;
@@ -69,6 +106,95 @@ public int compare(Node n1, Node n2) {
         return NodeCmp.compareRDFTerms(n1, n2);
     }
 
+    private static final int GROUP_DURATION = 9;
+
+    /**
+     * Classifies a literal into one of the timezone-sensitive temporal value
+     * spaces (or 0 for everything else). The grouping mirrors Jena's own value
+     * spaces - dateTime and dateTimeStamp share one space, date/time/g* each
+     * have their own - so the special-cased ordering below applies exactly where
+     * compareAlways would have compared by value-or-term, and never across two
+     * spaces that compareAlways ranks by value space. Ill-formed literals answer
+     * false to all predicates and stay on the compareAlways path.
+     */
+    private static int temporalGroup(NodeValue nv) {
+        if (nv.isDateTime())   return 1;
+        if (nv.isDate())       return 2;
+        if (nv.isTime())       return 3;
+        if (nv.isGYear())      return 4;
+        if (nv.isGYearMonth()) return 5;
+        if (nv.isGMonth())     return 6;
+        if (nv.isGMonthDay())  return 7;
+        if (nv.isGDay())       return 8;
+        if (nv.isDuration())   return GROUP_DURATION;
+        return 0;
+    }
+
+    /**
+     * Total order for two temporal values of the same value space: a missing
+     * timezone is pinned to UTC, which makes the XSD ordering total (both
+     * operands become determinate instants) while agreeing with it on every
+     * pair that was already determinate (UTC lies inside the +/-14h window XSD
+     * uses for timezone-less values). Instant-equal values (same point on the
+     * timeline, e.g. "...Z" vs "...+00:00") fall through to the exact-term
+     * tie-break, exactly as value-equal literals do on the compareAlways path.
+     */
+    private static int compareTemporalTotal(NodeValue nv1, NodeValue nv2, Node n1, Node n2) {
+        XMLGregorianCalendar a = (XMLGregorianCalendar) nv1.getDateTime().clone();
+        XMLGregorianCalendar b = (XMLGregorianCalendar) nv2.getDateTime().clone();
+        if (a.getTimezone() == DatatypeConstants.FIELD_UNDEFINED) a.setTimezone(0);
+        if (b.getTimezone() == DatatypeConstants.FIELD_UNDEFINED) b.setTimezone(0);
+        int r = a.compare(b);
+        if (r == DatatypeConstants.LESSER)  return -1;
+        if (r == DatatypeConstants.GREATER) return 1;
+        return NodeCmp.compareRDFTerms(n1, n2);
+    }
+
+    /**
+     * Total order for durations: by total months, then by total seconds, then
+     * by exact term. XSD duration equality is exactly (months, seconds)
+     * equality, so value-equal durations ("P1D" vs "PT24H") stay adjacent for
+     * ValueCluster; and within each XSD-comparable kind (month-based with
+     * month-based, day/time-based with day/time-based) the order equals XSD
+     * value order. Cross-kind pairs - which SPARQL comparison rejects and
+     * compareAlways used to term-order pairwise-inconsistently - get the fixed
+     * months-first rank.
+     */
+    private static int compareDurationTotal(NodeValue nv1, NodeValue nv2, Node n1, Node n2) {
+        Duration d1 = nv1.getDuration();
+        Duration d2 = nv2.getDuration();
+        int c = totalMonths(d1).compareTo(totalMonths(d2));
+        if (c != 0) return c;
+        c = totalSeconds(d1).compareTo(totalSeconds(d2));
+        if (c != 0) return c;
+        return NodeCmp.compareRDFTerms(n1, n2);
+    }
+
+    private static BigInteger totalMonths(Duration d) {
+        BigInteger years  = fieldInt(d, DatatypeConstants.YEARS);
+        BigInteger months = fieldInt(d, DatatypeConstants.MONTHS);
+        BigInteger total = years.multiply(BigInteger.valueOf(12)).add(months);
+        return d.getSign() < 0 ? total.negate() : total;
+    }
+
+    private static BigDecimal totalSeconds(Duration d) {
+        BigDecimal seconds = new BigDecimal(fieldInt(d, DatatypeConstants.DAYS)).multiply(BigDecimal.valueOf(86400))
+                .add(new BigDecimal(fieldInt(d, DatatypeConstants.HOURS)).multiply(BigDecimal.valueOf(3600)))
+                .add(new BigDecimal(fieldInt(d, DatatypeConstants.MINUTES)).multiply(BigDecimal.valueOf(60)))
+                .add(fieldDec(d, DatatypeConstants.SECONDS));
+        return d.getSign() < 0 ? seconds.negate() : seconds;
+    }
+
+    private static BigInteger fieldInt(Duration d, DatatypeConstants.Field f) {
+        Number n = d.getField(f);
+        return n == null ? BigInteger.ZERO : (BigInteger) n;
+    }
+
+    private static BigDecimal fieldDec(Duration d, DatatypeConstants.Field f) {
+        Number n = d.getField(f);
+        return n == null ? BigDecimal.ZERO : (BigDecimal) n;
+    }
+
     /**
      * Maps a Node to an integer rank to enforce BNode < URI < Literal.
      */
@@ -77,7 +203,7 @@ private int getMacroType(Node n) {
         if (n.isURI()) return 2;
         if (n.isLiteral()) return 3;
         // Should never happen in valid RDF, but safe fallback
-        return 4; 
+        return 4;
     }
 
     private boolean isDefaultGraph(Node n) {
diff --git a/src/main/java/com/ebremer/beakgraph/core/lib/Stats.java b/src/main/java/com/ebremer/beakgraph/core/lib/Stats.java
index a00d1f54..21f68652 100644
--- a/src/main/java/com/ebremer/beakgraph/core/lib/Stats.java
+++ b/src/main/java/com/ebremer/beakgraph/core/lib/Stats.java
@@ -21,10 +21,13 @@ public class Stats {
     public int maxInteger = Integer.MIN_VALUE;
     public int minInteger = Integer.MAX_VALUE;
     public long numInteger = 0;
-    public float maxFloat = Float.MIN_VALUE;
+    // Seeds for running max must be the most NEGATIVE value: Float.MIN_VALUE /
+    // Double.MIN_VALUE are the smallest POSITIVE values, which made the reported
+    // max wrong for all-negative data.
+    public float maxFloat = -Float.MAX_VALUE;
     public float minFloat = Float.MAX_VALUE;
-    public long numFloat = 0;    
-    public double maxDouble = Double.MIN_VALUE;
+    public long numFloat = 0;
+    public double maxDouble = -Double.MAX_VALUE;
     public double minDouble = Double.MAX_VALUE;
     public long numDouble = 0;
     
diff --git a/src/main/java/com/ebremer/beakgraph/core/lib/VByte.java b/src/main/java/com/ebremer/beakgraph/core/lib/VByte.java
index 97ab9486..d65fb031 100644
--- a/src/main/java/com/ebremer/beakgraph/core/lib/VByte.java
+++ b/src/main/java/com/ebremer/beakgraph/core/lib/VByte.java
@@ -1,12 +1,15 @@
 package com.ebremer.beakgraph.core.lib;
 
-import java.io.InputStream;
-import java.io.OutputStream;
 import java.io.IOException;
+import java.io.OutputStream;
 import java.nio.ByteBuffer;
 
 /**
- * Variable-byte (VByte) encoding with signed and unsigned support.
+ * Variable-byte (VByte) encoding, trimmed to the two operations the
+ * front-coded dictionaries actually use: streaming encode at write time and
+ * position-independent decode at read time. The signed (zig-zag), byte-array
+ * and position-mutating ByteBuffer variants that accumulated here had no
+ * callers and were removed in the dead-code sweep.
  */
 public class VByte {
 
@@ -14,7 +17,7 @@ public class VByte {
      * Encode an unsigned long to an OutputStream using VByte.
      * @param out
      * @param value non-negative
-     * @return 
+     * @return number of bytes written
      * @throws IOException
      */
     public static int encode(OutputStream out, long value) throws IOException {
@@ -31,146 +34,6 @@ public static int encode(OutputStream out, long value) throws IOException {
         return c;
     }
 
-    /**
-     * Decode an unsigned long from an InputStream using VByte.
-     * @param in
-     * @return decoded value
-     * @throws IOException
-     */
-    public static long decode(InputStream in) throws IOException {
-        long result = 0;
-        int shift = 0, b;
-        do {
-            if (shift >= 64)
-                throw new IOException("VByte sequence too long");
-            b = in.read();
-            if (b < 0)
-                throw new IOException("Unexpected end of stream");
-            result |= (long)(b & 0x7F) << shift;
-            shift += 7;
-        } while ((b & 0x80) == 0);
-        return result;
-    }
-
-    /**
-     * Encode a signed long with zig-zag transform.
-     * @param out
-     * @param value
-     * @throws java.io.IOException
-     */
-    public static void encodeSigned(OutputStream out, long value) throws IOException {
-        // canonical zig-zag: interleave sign bit
-        long zig = (value << 1) ^ (value >> 63);
-        encode(out, zig);
-    }
-
-    /**
-     * Decode a signed long with zig-zag transform.
-     * @param in
-     * @return 
-     * @throws java.io.IOException
-     */
-    public static long decodeSigned(InputStream in) throws IOException {
-        long zig = decode(in);
-        // reverse zig-zag
-        return (zig >>> 1) ^ -(zig & 1);
-    }
-
-    /**
-     * Encode an unsigned long into a byte array at offset.
-     * @param array
-     * @param offset
-     * @param value
-     * @return new offset
-     */
-    public static int encode(byte[] array, int offset, long value) {
-        if (value < 0)
-            throw new IllegalArgumentException("Value must be non-negative: " + value);
-        while (value > 0x7F) {
-            array[offset++] = (byte)(value & 0x7F);
-            value >>>= 7;
-        }
-        array[offset++] = (byte)(value | 0x80);
-        return offset;
-    }
-
-    /**
-     * Decode an unsigned long from a byte array starting at offset.
-     * @param array
-     * @param offset
-     * @return DecodeResult.value and nextOffset in the array
-     */
-    public static DecodeResult decode(byte[] array, int offset) {
-        long result = 0;
-        int shift = 0;
-        byte b;
-        do {
-            if (shift >= 64)
-                throw new IllegalArgumentException("VByte sequence too long");
-            b = array[offset++];
-            result |= (long)(b & 0x7F) << shift;
-            shift += 7;
-        } while ((b & 0x80) == 0);
-        return new DecodeResult(result, offset);
-    }
-
-    /**
-     * Encode an unsigned long into a ByteBuffer.
-     * @param buffer
-     * @param value
-     * @return number of bytes written
-     */
-    public static int encode(ByteBuffer buffer, long value) {
-        int start = buffer.position();
-        if (value < 0)
-            throw new IllegalArgumentException("Value must be non-negative: " + value);
-        while (value > 0x7F) {
-            buffer.put((byte)(value & 0x7F));
-            value >>>= 7;
-        }
-        buffer.put((byte)(value | 0x80));
-        return buffer.position() - start;
-    }
-
-    /**
-     * Decode an unsigned long from a ByteBuffer.
-     * @param buffer
-     * @return DecodeResult.value and bytesConsumed
-     */
-    public static DecodeResult decode(ByteBuffer buffer) {
-        int start = buffer.position();
-        long result = 0;
-        int shift = 0;
-        byte b;
-        do {
-            if (shift >= 64)
-                throw new IllegalArgumentException("VByte sequence too long");
-            b = buffer.get();
-            result |= (long)(b & 0x7F) << shift;
-            shift += 7;
-        } while ((b & 0x80) == 0);
-        int consumed = buffer.position() - start;
-        return new DecodeResult(result, consumed);
-    }    
-    
-    /**
-     * Decode an unsigned long from a ByteBuffer.
-     * @param buffer
-     * @return DecodeResult.value and bytesConsumed
-     */
-    public static long decodeSingle(ByteBuffer buffer) {
-        long result = 0;
-        int shift = 0;
-        byte b;
-        do {
-            if (shift >= 64) throw new IllegalArgumentException("VByte sequence too long "+shift);
-            b = buffer.get();
-            result |= (long)(b & 0x7F) << shift;
-            shift += 7;
-        } while ((b & 0x80) == 0);
-        return result;
-    }
-
     /**
      * Decode an unsigned long from a ByteBuffer at an absolute offset, WITHOUT moving the
      * buffer's position. This lets a single buffer be read by concurrent threads safely.
@@ -193,7 +56,7 @@ public static DecodeResult decodeAt(ByteBuffer buffer, int offset) {
     }
 
     /**
-     * Holder for decoded value and next offset/bytesConsumed.
+     * Holder for decoded value and next offset.
      */
     public static class DecodeResult {
         public final long value;
@@ -204,5 +67,4 @@ public DecodeResult(long value, int nextOffset) {
             this.nextOffset = nextOffset;
         }
     }
-
 }
diff --git a/src/main/java/com/ebremer/beakgraph/features/MajorMinor.java b/src/main/java/com/ebremer/beakgraph/features/MajorMinor.java
index 8ffd2b7e..3176dc4f 100644
--- a/src/main/java/com/ebremer/beakgraph/features/MajorMinor.java
+++ b/src/main/java/com/ebremer/beakgraph/features/MajorMinor.java
@@ -3,121 +3,153 @@
 import com.ebremer.ns.HAL;
 import java.util.ArrayList;
 import java.util.Locale;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
 import org.apache.jena.datatypes.RDFDatatype;
 import org.apache.jena.graph.Node;
 import org.apache.jena.graph.NodeFactory;
 import org.apache.jena.rdf.model.Resource;
 import org.apache.jena.sparql.core.Quad;
-import org.ejml.simple.SimpleEVD;
-import org.ejml.simple.SimpleMatrix;
 import org.locationtech.jts.geom.Coordinate;
 import org.locationtech.jts.geom.Geometry;
 import org.locationtech.jts.geom.Polygon;
 import org.locationtech.jts.io.ParseException;
 import org.locationtech.jts.io.WKTReader;
 /**
- * Adds centroid, major axis and minor axis as WKT literals to a geo:Feature
+ * Adds centroid, major axis and minor axis as WKT literals to a geo:Feature.
+ * <p>
+ * All values come from the polygon's exact AREA moments (Green's theorem over
+ * the rings, shell positive and holes negative), not from a vertex point
+ * cloud: the vertex PCA double-weighted ring-closure vertices on holed
+ * polygons and measured boundary spread rather than the region, so the drawn
+ * axis disagreed with {@code PYR.MajorAxisLength} (raster-region based) for
+ * the same geometry. Axis length is the pyradiomics convention, 4*sqrt(λ) of
+ * the region's covariance - identical in definition to the raster feature.
  */
 public class MajorMinor {
+    private static final Logger logger = LoggerFactory.getLogger(MajorMinor.class);
+
     public static void add(Resource f, String wkt) {
         try {
-            WKTReader reader = new WKTReader();
-            Geometry geom = reader.read(wkt);
-            if (!(geom instanceof Polygon)) return;
-            Polygon poly = (Polygon) geom;
-            Coordinate[] coords = poly.getCoordinates();
-            // build point cloud
-            int n = coords.length - 1; // close ring
-            SimpleMatrix m = new SimpleMatrix(n, 2);
-            for (int i = 0; i < n; i++) {
-                m.set(i, 0, coords[i].x);
-                m.set(i, 1, coords[i].y);
+            Geometry geom = new WKTReader().read(wkt);
+            if (!(geom instanceof Polygon poly)) return;
+            double[] g = axes(poly);
+            if (g == null) {
+                logger.warn("Skipping centroid/axis features for {}: zero-area geometry", f);
+                return;
             }
-            // centroid
-            double mx = m.extractVector(false, 0).elementSum() / n;
-            double my = m.extractVector(false, 1).elementSum() / n;
-            // PCA
-            SimpleMatrix ones = SimpleMatrix.ones(n, 1);
-            SimpleMatrix meanVec = new SimpleMatrix(1, 2, true, mx, my);
-            SimpleMatrix centered = m.minus(ones.mult(meanVec));
-            SimpleMatrix cov = centered.transpose().mult(centered).divide(n - 1.0);
-            SimpleEVD evd = cov.eig();
-            double lambda0 = evd.getEigenvalue(0).getReal();
-            double lambda1 = evd.getEigenvalue(1).getReal();
-            SimpleMatrix v0 = (SimpleMatrix) evd.getEigenVector(0).copy();
-            SimpleMatrix v1 = (SimpleMatrix) evd.getEigenVector(1).copy();
-            if (lambda0 < lambda1) {
-                double t = lambda0; lambda0 = lambda1; lambda1 = t;
-                SimpleMatrix tv = v0; v0 = v1; v1 = tv;
-            }
-            if (v0.get(0) < 0) v0 = v0.scale(-1.0);
-            if (v1.get(0) < 0) v1 = v1.scale(-1.0);
-            double majorlen = 2 * Math.sqrt(lambda0);
-            double minorlen = 2 * Math.sqrt(lambda1);
-            // half-axis vectors
-            double ax = majorlen / 2 * v0.get(0);
-            double ay = majorlen / 2 * v0.get(1);
-            double bx = minorlen / 2 * v1.get(0);
-            double by = minorlen / 2 * v1.get(1);
             // WKT strings: Locale.ROOT so the decimal separator is always '.',
             // not the default locale's (e.g. ',' on de_DE, which is invalid WKT).
-            String centroidWKT = String.format(Locale.ROOT, "POINT(%.4f %.4f)", mx, my);
-            String majorWKT = String.format(Locale.ROOT, "LINESTRING(%.4f %.4f, %.4f %.4f)",
-                    mx - ax, my - ay, mx + ax, my + ay);
-            String minorWKT = String.format(Locale.ROOT, "LINESTRING(%.4f %.4f, %.4f %.4f)",
-                    mx - bx, my - by, mx + bx, my + by);
-            // add to the feature
-            f.addProperty(HAL.centroid, f.getModel().createTypedLiteral(centroidWKT, GEO.wktLiteral.getURI()));
-            f.addProperty(HAL.majorAxis, f.getModel().createTypedLiteral(majorWKT, GEO.wktLiteral.getURI()));
-            f.addProperty(HAL.minorAxis, f.getModel().createTypedLiteral(minorWKT, GEO.wktLiteral.getURI()));
-        } catch (ParseException ignored) {}
+            f.addProperty(HAL.centroid, f.getModel().createTypedLiteral(centroidWkt(g), GEO.wktLiteral.getURI()));
+            f.addProperty(HAL.majorAxis, f.getModel().createTypedLiteral(majorWkt(g), GEO.wktLiteral.getURI()));
+            f.addProperty(HAL.minorAxis, f.getModel().createTypedLiteral(minorWkt(g), GEO.wktLiteral.getURI()));
+        } catch (ParseException | RuntimeException e) {
+            // JTS throws IllegalArgumentException - not just ParseException - for
+            // structurally invalid geometry (e.g. a two-point ring). One bad
+            // geometry skips ITS features with a warning; it must never escape
+            // into the spatial task and abort the whole build.
+            logger.warn("Skipping centroid/axis features for {}: {}", f, e.toString());
+        }
     }
-    
+
     public static void add(ArrayList<Quad> quads, Node f, String wkt) {
         try {
-            WKTReader reader = new WKTReader();
-            Geometry geom = reader.read(wkt);
-            if (!(geom instanceof Polygon)) return;
-            Polygon poly = (Polygon) geom;
-            Coordinate[] coords = poly.getCoordinates();
-            int n = coords.length - 1;
-            SimpleMatrix m = new SimpleMatrix(n, 2);
-            for (int i = 0; i < n; i++) {
-                m.set(i, 0, coords[i].x);
-                m.set(i, 1, coords[i].y);
-            }
-            double mx = m.extractVector(false, 0).elementSum() / n;
-            double my = m.extractVector(false, 1).elementSum() / n;
-            SimpleMatrix ones = SimpleMatrix.ones(n, 1);
-            SimpleMatrix meanVec = new SimpleMatrix(1, 2, true, mx, my);
-            SimpleMatrix centered = m.minus(ones.mult(meanVec));
-            SimpleMatrix cov = centered.transpose().mult(centered).divide(n - 1.0);
-            SimpleEVD evd = cov.eig();
-            double lambda0 = evd.getEigenvalue(0).getReal();
-            double lambda1 = evd.getEigenvalue(1).getReal();
-            SimpleMatrix v0 = (SimpleMatrix) evd.getEigenVector(0).copy();
-            SimpleMatrix v1 = (SimpleMatrix) evd.getEigenVector(1).copy();
-            if (lambda0 < lambda1) {
-                double t = lambda0; lambda0 = lambda1; lambda1 = t;
-                SimpleMatrix tv = v0; v0 = v1; v1 = tv;
+            Geometry geom = new WKTReader().read(wkt);
+            if (!(geom instanceof Polygon poly)) return;
+            double[] g = axes(poly);
+            if (g == null) {
+                logger.warn("Skipping centroid/axis features for {}: zero-area geometry", f);
+                return;
             }
-            if (v0.get(0) < 0) v0 = v0.scale(-1.0);
-            if (v1.get(0) < 0) v1 = v1.scale(-1.0);
-            double majorlen = 2 * Math.sqrt(lambda0);
-            double minorlen = 2 * Math.sqrt(lambda1);
-            double ax = majorlen / 2 * v0.get(0);
-            double ay = majorlen / 2 * v0.get(1);
-            double bx = minorlen / 2 * v1.get(0);
-            double by = minorlen / 2 * v1.get(1);
-            // Locale.ROOT: see the WKT note in the Resource overload above.
-            String centroidWKT = String.format(Locale.ROOT, "POINT(%.4f %.4f)", mx, my);
-            String majorWKT = String.format(Locale.ROOT, "LINESTRING(%.4f %.4f, %.4f %.4f)", mx - ax, my - ay, mx + ax, my + ay);
-            String minorWKT = String.format(Locale.ROOT, "LINESTRING(%.4f %.4f, %.4f %.4f)", mx - bx, my - by, mx + bx, my + by);
             Node graph = Quad.defaultGraphIRI;
             RDFDatatype wktDT = NodeFactory.getType(GEO.wktLiteral.getURI());
-            quads.add(Quad.create(graph, f, HAL.centroid.asNode(), NodeFactory.createLiteralDT(centroidWKT, wktDT)));
-            quads.add(Quad.create(graph, f, HAL.majorAxis.asNode(), NodeFactory.createLiteralDT(majorWKT, wktDT)));
-            quads.add(Quad.create(graph, f, HAL.minorAxis.asNode(), NodeFactory.createLiteralDT(minorWKT, wktDT)));
-        } catch (ParseException ignored) {}
+            quads.add(Quad.create(graph, f, HAL.centroid.asNode(), NodeFactory.createLiteralDT(centroidWkt(g), wktDT)));
+            quads.add(Quad.create(graph, f, HAL.majorAxis.asNode(), NodeFactory.createLiteralDT(majorWkt(g), wktDT)));
+            quads.add(Quad.create(graph, f, HAL.minorAxis.asNode(), NodeFactory.createLiteralDT(minorWkt(g), wktDT)));
+        } catch (ParseException | RuntimeException e) {
+            // See the Resource overload: skip-with-warning, never abort the build.
+            logger.warn("Skipping centroid/axis features for {}: {}", f, e.toString());
+        }
+    }
+
+    private static String centroidWkt(double[] g) {
+        return String.format(Locale.ROOT, "POINT(%.4f %.4f)", g[0], g[1]);
+    }
+
+    private static String majorWkt(double[] g) {
+        return String.format(Locale.ROOT, "LINESTRING(%.4f %.4f, %.4f %.4f)",
+                g[0] - g[2], g[1] - g[3], g[0] + g[2], g[1] + g[3]);
+    }
+
+    private static String minorWkt(double[] g) {
+        return String.format(Locale.ROOT, "LINESTRING(%.4f %.4f, %.4f %.4f)",
+                g[0] - g[4], g[1] - g[5], g[0] + g[4], g[1] + g[5]);
+    }
+
+    /**
+     * {cx, cy, ax, ay, bx, by}: area centroid and the major/minor HALF-axis
+     * vectors, or null when the net area is zero/degenerate. Exact closed-form
+     * moments over each ring's edges; ring contributions are sign-normalized so
+     * the shell adds and every hole subtracts regardless of winding order in
+     * the source WKT.
+     */
+    private static double[] axes(Polygon poly) {
+        double area = 0, sumX = 0, sumY = 0, sumX2 = 0, sumY2 = 0, sumXY = 0;
+        for (int r = -1; r < poly.getNumInteriorRing(); r++) {
+            Coordinate[] ring = (r < 0 ? poly.getExteriorRing() : poly.getInteriorRingN(r)).getCoordinates();
+            double a = 0, sx = 0, sy = 0, x2 = 0, y2 = 0, xy = 0;
+            for (int i = 0; i < ring.length - 1; i++) {
+                double x0 = ring[i].x, y0 = ring[i].y;
+                double x1 = ring[i + 1].x, y1 = ring[i + 1].y;
+                double cross = x0 * y1 - x1 * y0;
+                a  += cross;
+                sx += (x0 + x1) * cross;
+                sy += (y0 + y1) * cross;
+                x2 += (x0 * x0 + x0 * x1 + x1 * x1) * cross;
+                y2 += (y0 * y0 + y0 * y1 + y1 * y1) * cross;
+                xy += (x0 * y1 + 2 * x0 * y0 + 2 * x1 * y1 + x1 * y0) * cross;
+            }
+            double sign = ((r < 0) == (a >= 0)) ? 1 : -1;
+            area  += sign * a / 2;
+            sumX  += sign * sx / 6;
+            sumY  += sign * sy / 6;
+            sumX2 += sign * x2 / 12;
+            sumY2 += sign * y2 / 12;
+            sumXY += sign * xy / 24;
+        }
+        if (!(area > 0) || !Double.isFinite(area)) {
+            return null;
+        }
+        double cx = sumX / area;
+        double cy = sumY / area;
+        // Central second moments per unit area: the region's covariance matrix.
+        double varX = sumX2 / area - cx * cx;
+        double varY = sumY2 / area - cy * cy;
+        double cov  = sumXY / area - cx * cy;
+        double trace = varX + varY;
+        double det = varX * varY - cov * cov;
+        double disc = Math.sqrt(Math.max(0, trace * trace - 4 * det));
+        double l0 = Math.max(0, (trace + disc) / 2);
+        double l1 = Math.max(0, (trace - disc) / 2);
+        double v0x, v0y, v1x, v1y;
+        if (Math.abs(cov) < 1e-12) {
+            if (varX >= varY) { v0x = 1; v0y = 0; v1x = 0; v1y = 1; }
+            else              { v0x = 0; v0y = 1; v1x = 1; v1y = 0; }
+        } else {
+            v0x = cov; v0y = l0 - varX;
+            double n0 = Math.hypot(v0x, v0y);
+            v0x /= n0; v0y /= n0;
+            v1x = cov; v1y = l1 - varX;
+            double n1 = Math.hypot(v1x, v1y);
+            v1x /= n1; v1y /= n1;
+        }
+        if (v0x < 0) { v0x = -v0x; v0y = -v0y; }
+        if (v1x < 0) { v1x = -v1x; v1y = -v1y; }
+        // Half-axis = (4*sqrt(λ)) / 2, the pyradiomics full axis length halved.
+        double ax = 2 * Math.sqrt(l0) * v0x;
+        double ay = 2 * Math.sqrt(l0) * v0y;
+        double bx = 2 * Math.sqrt(l1) * v1x;
+        double by = 2 * Math.sqrt(l1) * v1y;
+        return new double[]{cx, cy, ax, ay, bx, by};
     }
 }
diff --git a/src/main/java/com/ebremer/beakgraph/features/ShapeAnalysis.java b/src/main/java/com/ebremer/beakgraph/features/ShapeAnalysis.java
index baab355e..a054afef 100644
--- a/src/main/java/com/ebremer/beakgraph/features/ShapeAnalysis.java
+++ b/src/main/java/com/ebremer/beakgraph/features/ShapeAnalysis.java
@@ -49,14 +49,20 @@ public static int Area(BufferedImage bi) {
     public static boolean isEdge(BufferedImage bi, int a, int b) {
         int c = bi.getRGB(a, b) & 0xFF;
         if (c>0) {
-            c = ((bi.getRGB(a+1, b) & 0xFF)>0)?1:0;
-            c = c + (((bi.getRGB(a-1, b) & 0xFF)>0)?1:0);
-            c = c + (((bi.getRGB(a, b+1) & 0xFF)>0)?1:0);
-            c = c + (((bi.getRGB(a, b-1) & 0xFF)>0)?1:0);
-            return (c!=4);
+            // Out-of-bounds neighbours count as background, so a filled pixel on
+            // the image border is an edge instead of an ArrayIndexOutOfBounds.
+            int n = filled(bi, a+1, b) + filled(bi, a-1, b) + filled(bi, a, b+1) + filled(bi, a, b-1);
+            return (n!=4);
         }
         return false;
     }
+
+    private static int filled(BufferedImage bi, int x, int y) {
+        if (x < 0 || y < 0 || x >= bi.getWidth() || y >= bi.getHeight()) {
+            return 0;
+        }
+        return ((bi.getRGB(x, y) & 0xFF) > 0) ? 1 : 0;
+    }
   
     public static int Circumference(BufferedImage bi) {
         int count = 0;
@@ -223,12 +229,17 @@ public static double[] getPrincipalAxes(SimpleMatrix points, double refX, double
     }
   
     public static BufferedImage getBufferedImage(Polygon p) {
-        Geometry bb = p.getEnvelope();
-        Coordinate[] c = bb.getCoordinates();
-        int width = (int) Math.round(c[2].x-c[0].x);
-        int height = (int) Math.round(c[2].y - c[0].y);
+        // Dimensions come from the Envelope, not getEnvelope()'s coordinate array:
+        // a degenerate (point/line) envelope has fewer than 3 coordinates (the old
+        // c[2] access threw), and a valid polygon thinner than ~0.5 units rounded
+        // to a 0-sized image (BufferedImage rejects it) - either way ALL features
+        // were skipped, including the purely polygon-based ones. Clamping to 1px
+        // keeps the raster features defined and the polygon features exact.
+        org.locationtech.jts.geom.Envelope env = p.getEnvelopeInternal();
+        int width = Math.max(1, (int) Math.round(env.getWidth()));
+        int height = Math.max(1, (int) Math.round(env.getHeight()));
         AffineTransformation af = new AffineTransformation();
-        af.setToTranslation(-c[0].x, -c[0].y);
+        af.setToTranslation(-env.getMinX(), -env.getMinY());
         // transform() returns a translated copy (it does not mutate p, which the caller
         // still uses for its other feature calcs). Draw that copy, shifted so the polygon's
         // bounding-box corner sits at (0,0) and lands inside the width x height image -
diff --git a/src/main/java/com/ebremer/beakgraph/features/pyradiomics/Gen2DFeatures.java b/src/main/java/com/ebremer/beakgraph/features/pyradiomics/Gen2DFeatures.java
index a8f6befd..57f787cc 100644
--- a/src/main/java/com/ebremer/beakgraph/features/pyradiomics/Gen2DFeatures.java
+++ b/src/main/java/com/ebremer/beakgraph/features/pyradiomics/Gen2DFeatures.java
@@ -9,27 +9,34 @@
 import org.locationtech.jts.geom.GeometryFactory;
 import org.locationtech.jts.geom.Polygon;
 import org.locationtech.jts.io.WKTReader;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
 
 public class Gen2DFeatures {
+    private static final Logger logger = LoggerFactory.getLogger(Gen2DFeatures.class);
     public static void generate(Resource geo, String wktPolygon) {
         try {
             GeometryFactory gf = new GeometryFactory();
             Polygon p = (Polygon) new WKTReader(gf).read(wktPolygon);
             java.awt.image.BufferedImage bi = ShapeAnalysis.getBufferedImage(p);
             org.ejml.simple.SimpleMatrix pts = ShapeAnalysis.BufferedImage2INDArray(bi);
-            geo.addProperty(PYR.MeshSurface, ResourceFactory.createTypedLiteral(ShapeAnalysis.getMeshSurfaceFeatureValue(p)));
-            geo.addProperty(PYR.PixelSurface, ResourceFactory.createTypedLiteral(ShapeAnalysis.getPixelSurfaceFeatureValue(bi)));
-            geo.addProperty(PYR.Perimeter, ResourceFactory.createTypedLiteral(ShapeAnalysis.getPerimeter(p)));
-            geo.addProperty(PYR.PerimeterSurfaceRatio, ResourceFactory.createTypedLiteral(ShapeAnalysis.getPerimeterSurfaceRatioFeatureValue(p)));
-            geo.addProperty(PYR.Sphericity, ResourceFactory.createTypedLiteral(ShapeAnalysis.getSphericityFeatureValue(p)));
-            geo.addProperty(PYR.SphericalDisproportion, ResourceFactory.createTypedLiteral(ShapeAnalysis.getSphericalDisproportionFeatureValue(p)));
-            geo.addProperty(PYR.Maximum2DDiameter, ResourceFactory.createTypedLiteral(ShapeAnalysis.getMaximum2DDiameterFeatureValue(p)));
-            geo.addProperty(PYR.MajorAxisLength, ResourceFactory.createTypedLiteral(ShapeAnalysis.getMajorAxisLengthFeatureValue(pts)));
-            geo.addProperty(PYR.MinorAxisLength, ResourceFactory.createTypedLiteral(ShapeAnalysis.getMinorAxisLengthFeatureValue(pts)));
-            geo.addProperty(PYR.Elongation, ResourceFactory.createTypedLiteral(ShapeAnalysis.getElongationFeatureValue(pts)));
-        } catch (Exception e) {}
+            addFinite(geo, PYR.MeshSurface, ShapeAnalysis.getMeshSurfaceFeatureValue(p));
+            addFinite(geo, PYR.PixelSurface, ShapeAnalysis.getPixelSurfaceFeatureValue(bi));
+            addFinite(geo, PYR.Perimeter, ShapeAnalysis.getPerimeter(p));
+            addFinite(geo, PYR.PerimeterSurfaceRatio, ShapeAnalysis.getPerimeterSurfaceRatioFeatureValue(p));
+            addFinite(geo, PYR.Sphericity, ShapeAnalysis.getSphericityFeatureValue(p));
+            addFinite(geo, PYR.SphericalDisproportion, ShapeAnalysis.getSphericalDisproportionFeatureValue(p));
+            addFinite(geo, PYR.Maximum2DDiameter, ShapeAnalysis.getMaximum2DDiameterFeatureValue(p));
+            addFinite(geo, PYR.MajorAxisLength, ShapeAnalysis.getMajorAxisLengthFeatureValue(pts));
+            addFinite(geo, PYR.MinorAxisLength, ShapeAnalysis.getMinorAxisLengthFeatureValue(pts));
+            addFinite(geo, PYR.Elongation, ShapeAnalysis.getElongationFeatureValue(pts));
+        } catch (Exception e) {
+            // A geometry whose features cannot be computed is skipped - but never
+            // silently: silently-missing features read as "no data" downstream.
+            logger.warn("Failed to generate 2D shape features for {}: {}", geo, e.toString());
+        }
     }
-    
+
     public static void generate(ArrayList<Quad> quads, Node geo, String wkt) {
         try {
             GeometryFactory gf = new GeometryFactory();
@@ -37,16 +44,41 @@ public static void generate(ArrayList<Quad> quads, Node geo, String wkt) {
             java.awt.image.BufferedImage bi = ShapeAnalysis.getBufferedImage(p);
             org.ejml.simple.SimpleMatrix pts = ShapeAnalysis.BufferedImage2INDArray(bi);
             Node graph = Quad.defaultGraphIRI;
-            quads.add(Quad.create(graph, geo, PYR.MeshSurface.asNode(), ResourceFactory.createTypedLiteral(ShapeAnalysis.getMeshSurfaceFeatureValue(p)).asNode()));
-            quads.add(Quad.create(graph, geo, PYR.PixelSurface.asNode(), ResourceFactory.createTypedLiteral(ShapeAnalysis.getPixelSurfaceFeatureValue(bi)).asNode()));
-            quads.add(Quad.create(graph, geo, PYR.Perimeter.asNode(), ResourceFactory.createTypedLiteral(ShapeAnalysis.getPerimeter(p)).asNode()));
-            quads.add(Quad.create(graph, geo, PYR.PerimeterSurfaceRatio.asNode(), ResourceFactory.createTypedLiteral(ShapeAnalysis.getPerimeterSurfaceRatioFeatureValue(p)).asNode()));
-            quads.add(Quad.create(graph, geo, PYR.Sphericity.asNode(), ResourceFactory.createTypedLiteral(ShapeAnalysis.getSphericityFeatureValue(p)).asNode()));
-            quads.add(Quad.create(graph, geo, PYR.SphericalDisproportion.asNode(), ResourceFactory.createTypedLiteral(ShapeAnalysis.getSphericalDisproportionFeatureValue(p)).asNode()));
-            quads.add(Quad.create(graph, geo, PYR.Maximum2DDiameter.asNode(), ResourceFactory.createTypedLiteral(ShapeAnalysis.getMaximum2DDiameterFeatureValue(p)).asNode()));
-            quads.add(Quad.create(graph, geo, PYR.MajorAxisLength.asNode(), ResourceFactory.createTypedLiteral(ShapeAnalysis.getMajorAxisLengthFeatureValue(pts)).asNode()));
-            quads.add(Quad.create(graph, geo, PYR.MinorAxisLength.asNode(), ResourceFactory.createTypedLiteral(ShapeAnalysis.getMinorAxisLengthFeatureValue(pts)).asNode()));
-            quads.add(Quad.create(graph, geo, PYR.Elongation.asNode(), ResourceFactory.createTypedLiteral(ShapeAnalysis.getElongationFeatureValue(pts)).asNode()));
-        } catch (Exception e) {}
+            addFinite(quads, graph, geo, PYR.MeshSurface.asNode(), ShapeAnalysis.getMeshSurfaceFeatureValue(p));
+            addFinite(quads, graph, geo, PYR.PixelSurface.asNode(), ShapeAnalysis.getPixelSurfaceFeatureValue(bi));
+            addFinite(quads, graph, geo, PYR.Perimeter.asNode(), ShapeAnalysis.getPerimeter(p));
+            addFinite(quads, graph, geo, PYR.PerimeterSurfaceRatio.asNode(), ShapeAnalysis.getPerimeterSurfaceRatioFeatureValue(p));
+            addFinite(quads, graph, geo, PYR.Sphericity.asNode(), ShapeAnalysis.getSphericityFeatureValue(p));
+            addFinite(quads, graph, geo, PYR.SphericalDisproportion.asNode(), ShapeAnalysis.getSphericalDisproportionFeatureValue(p));
+            addFinite(quads, graph, geo, PYR.Maximum2DDiameter.asNode(), ShapeAnalysis.getMaximum2DDiameterFeatureValue(p));
+            addFinite(quads, graph, geo, PYR.MajorAxisLength.asNode(), ShapeAnalysis.getMajorAxisLengthFeatureValue(pts));
+            addFinite(quads, graph, geo, PYR.MinorAxisLength.asNode(), ShapeAnalysis.getMinorAxisLengthFeatureValue(pts));
+            addFinite(quads, graph, geo, PYR.Elongation.asNode(), ShapeAnalysis.getElongationFeatureValue(pts));
+        } catch (Exception e) {
+            logger.warn("Failed to generate 2D shape features for {}: {}", geo, e.toString());
+        }
+    }
+
+    /**
+     * Emit a feature only when its value is a real number. Degenerate geometry
+     * (a zero-area bowtie, say) drives the ratio features to Infinity/NaN, and
+     * an "INF"^^xsd:double literal stored as a real feature value poisons every
+     * numeric consumer downstream; the finite features of the same geometry are
+     * still emitted.
+     */
+    private static void addFinite(Resource geo, org.apache.jena.rdf.model.Property feature, double value) {
+        if (Double.isFinite(value)) {
+            geo.addProperty(feature, ResourceFactory.createTypedLiteral(value));
+        } else {
+            logger.warn("Skipping non-finite feature {} for {}", feature.getLocalName(), geo);
+        }
+    }
+
+    private static void addFinite(ArrayList<Quad> quads, Node graph, Node geo, Node feature, double value) {
+        if (Double.isFinite(value)) {
+            quads.add(Quad.create(graph, geo, feature, ResourceFactory.createTypedLiteral(value).asNode()));
+        } else {
+            logger.warn("Skipping non-finite feature {} for {}", feature, geo);
+        }
     }
 }
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/BitPackedUnSignedLongBuffer.java b/src/main/java/com/ebremer/beakgraph/hdf5/BitPackedUnSignedLongBuffer.java
index 18e5510b..0267c3c9 100644
--- a/src/main/java/com/ebremer/beakgraph/hdf5/BitPackedUnSignedLongBuffer.java
+++ b/src/main/java/com/ebremer/beakgraph/hdf5/BitPackedUnSignedLongBuffer.java
@@ -1,5 +1,6 @@
 package com.ebremer.beakgraph.hdf5;
 
+import com.ebremer.beakgraph.utils.UTIL;
 import io.jhdf.api.WritableDataset;
 import io.jhdf.api.WritableGroup;
 import java.io.ByteArrayOutputStream;
@@ -117,70 +118,35 @@ public long select1(long rank) {
     }
     
     /**
-     * Finds the index (0-63) of the k-th set bit in a 64-bit word using Broadword Selection.
-     * This is strictly O(1) -- exactly 6 checks, no loops.
-     * * @param word The 64-bit word (Big Endian context).
-     * @param k The rank to find (1-based).
-     * @return The 0-based index of the k-th set bit (from MSB).
+     * Finds the index (0-63, from the MSB) of the k-th set bit in a word.
+     * Delegates to the shared broadword implementation so this linear select1
+     * and HDTBitmapDirectory's accelerated select1 can never disagree.
      */
     private int selectInWordSafe(long word, long k) {
-        int result = 0;
-        int cnt;
-        // Check top 32 bits
-        // shift right to isolate the top 32 bits.
-        cnt = Long.bitCount(word >>> 32);
-        if (k > cnt) {
-            // The target is NOT in the top 32. It's in the lower 32.
-            // Move the lower 32 bits up, add 32 to our result index, and subtract the count we skipped.
-            word <<= 32;
-            result += 32;
-            k -= cnt;
-        }
-        // Check top 16 bits (of the remaining word)
-        cnt = Long.bitCount(word >>> 48);
-        if (k > cnt) {
-            word <<= 16;
-            result += 16;
-            k -= cnt;
-        }
-        // Check top 8 bits
-        cnt = Long.bitCount(word >>> 56);
-        if (k > cnt) {
-            word <<= 8;
-            result += 8;
-            k -= cnt;
-        }
-        // Check top 4 bits
-        cnt = Long.bitCount(word >>> 60);
-        if (k > cnt) {
-            word <<= 4;
-            result += 4;
-            k -= cnt;
-        }
-        // Check top 2 bits
-        cnt = Long.bitCount(word >>> 62);
-        if (k > cnt) {
-            word <<= 2;
-            result += 2;
-            k -= cnt;
-        }
-        // Check top 1 bit
-        // If k > cnt (where cnt is 0 or 1), it means the target is the 2nd bit of this pair.
-        cnt = Long.bitCount(word >>> 63);
-        if (k > cnt) {
-            result += 1;
-        }
-        return result;
+        return UTIL.selectInWord(word, k);
     }
 
     // --- WRITE METHODS ---
 
     public void writeInteger(int value) {
+        // Reject values whose bit pattern would not survive the width mask - silent
+        // truncation here corrupts the dictionary far from the cause. Widths 32 and
+        // 64 are exempt for negatives: the full two's-complement pattern round-trips
+        // (the reader casts back to int/long).
+        if (bitWidth != 32 && bitWidth != 64 && (value < 0 || value > ((1L << bitWidth) - 1))) {
+            throw new IllegalArgumentException(
+                "Value " + value + " does not fit in " + bitWidth + " bits");
+        }
         putValue(value & ((bitWidth == 64) ? -1L : (1L << bitWidth) - 1));
         numEntries++;
     }
 
     public void writeLong(long value) {
+        // See writeInteger: only width 64 carries a negative long's full pattern.
+        if (bitWidth != 64 && (value < 0 || value > ((1L << bitWidth) - 1))) {
+            throw new IllegalArgumentException(
+                "Value " + value + " does not fit in " + bitWidth + " bits");
+        }
         putValue(value & ((bitWidth == 64) ? -1L : (1L << bitWidth) - 1));
         numEntries++;
     }
@@ -351,14 +317,18 @@ public void add(WritableGroup group) {
     }
     
     public long binarySearch(long start, long end, long value) {
-       long low = start;
+        long low = start;
         long high = end;
         while (low <= high) {
             long mid = (low + high) >>> 1;
             long midVal = get(mid); // Internal get is bit-unpacked
-            if (midVal < value) {
+            // Unsigned comparison, matching lowerBound/upperBound: the stored
+            // values are unsigned bit patterns, and mixing signed search with
+            // unsigned bounds on the same buffer invites subtle disagreement.
+            int cmp = Long.compareUnsigned(midVal, value);
+            if (cmp < 0) {
                 low = mid + 1;
-            } else if (midVal > value) {
+            } else if (cmp > 0) {
                 high = mid - 1;
             } else {
                 return mid; // Value found
@@ -465,8 +435,11 @@ public boolean tryAdvance(java.util.function.LongConsumer action) {
 
             while (accCount < bitWidth) {
                 if (!localBuf.hasRemaining()) {
-                    // This handles potential padding/truncation issues
-                    break; 
+                    // A buffer too short for its declared entry count is corrupt.
+                    // Fail loudly like the sequential reader does - the old break
+                    // left accCount < bitWidth, making the shift below negative
+                    // (mod-64) and emitting silent garbage values.
+                    throw new BufferUnderflowException();
                 }
                 acc = (acc << 8) | (localBuf.get() & 0xFFL);
                 accCount += 8;
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/Buffer.java b/src/main/java/com/ebremer/beakgraph/hdf5/Buffer.java
deleted file mode 100644
index cc291a92..00000000
--- a/src/main/java/com/ebremer/beakgraph/hdf5/Buffer.java
+++ /dev/null
@@ -1,70 +0,0 @@
-package com.ebremer.beakgraph.hdf5;
-
-import java.io.ByteArrayOutputStream;
-import java.nio.ByteBuffer;
-import java.nio.charset.StandardCharsets;
-import java.util.ArrayList;
-import java.util.List;
-
-public class Buffer {
-    private ByteArrayOutputStream mainbuffer;
-    private List<EntryMetadata> entries;
-
-    public Buffer() {
-        mainbuffer = new ByteArrayOutputStream();
-        entries = new ArrayList<>();
-    }
-
-    public void add(String element) {
-        int startPosition = mainbuffer.size();
-        byte[] bytes = element.getBytes(StandardCharsets.UTF_8);
-        mainbuffer.write(bytes, 0, bytes.length);
-        entries.add(new EntryMetadata(startPosition, DataType.STRING));
-    }
-
-    public void add(float f) {
-        int startPosition = mainbuffer.size();
-        ByteBuffer buffer = ByteBuffer.allocate(Float.BYTES);
-        buffer.putFloat(f);
-        mainbuffer.write(buffer.array(), 0, Float.BYTES);
-        entries.add(new EntryMetadata(startPosition, DataType.FLOAT));
-    }
-
-    public void add(double d) {
-        int startPosition = mainbuffer.size();
-        ByteBuffer buffer = ByteBuffer.allocate(Double.BYTES);
-        buffer.putDouble(d);
-        mainbuffer.write(buffer.array(), 0, Double.BYTES);
-        entries.add(new EntryMetadata(startPosition, DataType.DOUBLE));
-    }
-
-    public void add(int n) {
-        int startPosition = mainbuffer.size();
-        ByteBuffer buffer = ByteBuffer.allocate(Integer.BYTES);
-        buffer.putInt(n);
-        mainbuffer.write(buffer.array(), 0, Integer.BYTES);
-        entries.add(new EntryMetadata(startPosition, DataType.INTEGER));
-    }
-
-    public void add(long n) {
-        int startPosition = mainbuffer.size();
-        ByteBuffer buffer = ByteBuffer.allocate(Long.BYTES);
-        buffer.putLong(n);
-        mainbuffer.write(buffer.array(), 0, Long.BYTES);
-        entries.add(new EntryMetadata(startPosition, DataType.LONG));
-    }
-
-    public int size() {
-        return mainbuffer.size();
-    }
-
-    private enum DataType {
-        STRING,
-        FLOAT,
-        DOUBLE,
-        INTEGER,
-        LONG
-    }
-
-    private record EntryMetadata(int startPosition, DataType type) {}
-}
\ No newline at end of file
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/Index.java b/src/main/java/com/ebremer/beakgraph/hdf5/Index.java
index fba2a4d5..67f5631d 100644
--- a/src/main/java/com/ebremer/beakgraph/hdf5/Index.java
+++ b/src/main/java/com/ebremer/beakgraph/hdf5/Index.java
@@ -4,8 +4,14 @@
 import org.apache.jena.sparql.core.Quad;
 import java.util.Comparator;
 
+/**
+ * The quad orderings BeakGraph materializes. Exactly these two are written and
+ * read (HDF5Writer / BGIteratorMaster); the other 22 permutations that used to
+ * be enumerated here were never constructed and were removed in the dead-code
+ * sweep - add a constant back only together with a writer and an access path
+ * that use it.
+ */
 public enum Index {
-    // === G Indexes (Graph first) ===
     GSPO { // Graph, Subject, Predicate, Object
         @Override
         public Comparator<Quad> getComparator() {
@@ -16,16 +22,6 @@ public Comparator<Quad> getComparator() {
                 .thenComparing(Quad::getObject, NodeComparator.INSTANCE);
         }
     },
-    GPSO { // Graph, Predicate, Subject, Object
-        @Override
-        public Comparator<Quad> getComparator() {
-            return Comparator
-                .comparing(Quad::getGraph, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getPredicate, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getSubject, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getObject, NodeComparator.INSTANCE);
-        }
-    },
     GPOS { // Graph, Predicate, Object, Subject
         @Override
         public Comparator<Quad> getComparator() {
@@ -35,223 +31,7 @@ public Comparator<Quad> getComparator() {
                 .thenComparing(Quad::getObject, NodeComparator.INSTANCE)
                 .thenComparing(Quad::getSubject, NodeComparator.INSTANCE);
         }
-    },
-    GOSP { // Graph, Object, Subject, Predicate
-        @Override
-        public Comparator<Quad> getComparator() {
-            return Comparator
-                .comparing(Quad::getGraph, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getObject, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getSubject, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getPredicate, NodeComparator.INSTANCE);
-        }
-    },
-    GSOE { // Graph, Subject, Object, Predicate
-        @Override
-        public Comparator<Quad> getComparator() {
-            return Comparator
-                .comparing(Quad::getGraph, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getSubject, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getObject, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getPredicate, NodeComparator.INSTANCE);
-        }
-    },
-    GOPS { // Graph, Object, Predicate, Subject
-        @Override
-        public Comparator<Quad> getComparator() {
-            return Comparator
-                .comparing(Quad::getGraph, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getObject, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getPredicate, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getSubject, NodeComparator.INSTANCE);
-        }
-    },
-
-    // === S Indexes (Subject first) ===
-    SGPO { // Subject, Graph, Predicate, Object
-        @Override
-        public Comparator<Quad> getComparator() {
-            return Comparator
-                .comparing(Quad::getSubject, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getGraph, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getPredicate, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getObject, NodeComparator.INSTANCE);
-        }
-    },
-    SGOP { // Subject, Graph, Object, Predicate
-        @Override
-        public Comparator<Quad> getComparator() {
-            return Comparator
-                .comparing(Quad::getSubject, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getGraph, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getObject, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getPredicate, NodeComparator.INSTANCE);
-        }
-    },
-    SPGO { // Subject, Predicate, Graph, Object
-        @Override
-        public Comparator<Quad> getComparator() {
-            return Comparator
-                .comparing(Quad::getSubject, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getPredicate, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getGraph, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getObject, NodeComparator.INSTANCE);
-        }
-    },
-    SPOG { // Subject, Predicate, Object, Graph
-        @Override
-        public Comparator<Quad> getComparator() {
-            return Comparator
-                .comparing(Quad::getSubject, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getPredicate, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getObject, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getGraph, NodeComparator.INSTANCE);
-        }
-    },
-    SOGP { // Subject, Object, Graph, Predicate
-        @Override
-        public Comparator<Quad> getComparator() {
-            return Comparator
-                .comparing(Quad::getSubject, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getObject, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getGraph, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getPredicate, NodeComparator.INSTANCE);
-        }
-    },
-    SOPG { // Subject, Object, Predicate, Graph
-        @Override
-        public Comparator<Quad> getComparator() {
-            return Comparator
-                .comparing(Quad::getSubject, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getObject, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getPredicate, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getGraph, NodeComparator.INSTANCE);
-        }
-    },
-
-    // === P Indexes (Predicate first) ===
-    PSGO { // Predicate, Subject, Graph, Object
-        @Override
-        public Comparator<Quad> getComparator() {
-            return Comparator
-                .comparing(Quad::getPredicate, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getSubject, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getGraph, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getObject, NodeComparator.INSTANCE);
-        }
-    },
-    PSOG { // Predicate, Subject, Object, Graph
-        @Override
-        public Comparator<Quad> getComparator() {
-            return Comparator
-                .comparing(Quad::getPredicate, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getSubject, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getObject, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getGraph, NodeComparator.INSTANCE);
-        }
-    },
-    PGSO { // Predicate, Graph, Subject, Object
-        @Override
-        public Comparator<Quad> getComparator() {
-            return Comparator
-                .comparing(Quad::getPredicate, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getGraph, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getSubject, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getObject, NodeComparator.INSTANCE);
-        }
-    },
-    PGOS { // Predicate, Graph, Object, Subject
-        @Override
-        public Comparator<Quad> getComparator() {
-            return Comparator
-                .comparing(Quad::getPredicate, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getGraph, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getObject, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getSubject, NodeComparator.INSTANCE);
-        }
-    },
-    POSG { // Predicate, Object, Subject, Graph
-        @Override
-        public Comparator<Quad> getComparator() {
-            return Comparator
-                .comparing(Quad::getPredicate, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getObject, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getSubject, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getGraph, NodeComparator.INSTANCE);
-        }
-    },
-    POGS { // Predicate, Object, Graph, Subject
-        @Override
-        public Comparator<Quad> getComparator() {
-            return Comparator
-                .comparing(Quad::getPredicate, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getObject, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getGraph, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getSubject, NodeComparator.INSTANCE);
-        }
-    },
-
-    // === O Indexes (Object first) ===
-    OPSG { // Object, Predicate, Subject, Graph
-        @Override
-        public Comparator<Quad> getComparator() {
-            return Comparator
-                .comparing(Quad::getObject, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getPredicate, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getSubject, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getGraph, NodeComparator.INSTANCE);
-        }
-    },
-    OGSP { // Object, Graph, Subject, Predicate
-        @Override
-        public Comparator<Quad> getComparator() {
-            return Comparator
-                .comparing(Quad::getObject, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getGraph, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getSubject, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getPredicate, NodeComparator.INSTANCE);
-        }
-    },
-    OGPS { // Object, Graph, Predicate, Subject
-        @Override
-        public Comparator<Quad> getComparator() {
-            return Comparator
-                .comparing(Quad::getObject, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getGraph, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getPredicate, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getSubject, NodeComparator.INSTANCE);
-        }
-    },
-    OSGP { // Object, Subject, Graph, Predicate
-        @Override
-        public Comparator<Quad> getComparator() {
-            return Comparator
-                .comparing(Quad::getObject, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getSubject, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getGraph, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getPredicate, NodeComparator.INSTANCE);
-        }
-    },
-    OSPG { // Object, Subject, Predicate, Graph
-        @Override
-        public Comparator<Quad> getComparator() {
-            return Comparator
-                .comparing(Quad::getObject, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getSubject, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getPredicate, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getGraph, NodeComparator.INSTANCE);
-        }
-    },
-    OPGS { // Object, Predicate, Graph, Subject
-        @Override
-        public Comparator<Quad> getComparator() {
-            return Comparator
-                .comparing(Quad::getObject, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getPredicate, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getGraph, NodeComparator.INSTANCE)
-                .thenComparing(Quad::getSubject, NodeComparator.INSTANCE);
-        }
     };
 
     public abstract Comparator<Quad> getComparator();
-}
\ No newline at end of file
+}
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/jena/BGIteratorMaster.java b/src/main/java/com/ebremer/beakgraph/hdf5/jena/BGIteratorMaster.java
index a42a7de4..52b4ef2f 100644
--- a/src/main/java/com/ebremer/beakgraph/hdf5/jena/BGIteratorMaster.java
+++ b/src/main/java/com/ebremer/beakgraph/hdf5/jena/BGIteratorMaster.java
@@ -63,21 +63,41 @@ public BGIteratorMaster(HDF5Reader reader, PositionalDictionaryReader dict, Bind
             }
         } else {
             // G is an unbound variable. Scan only the actual graphs (the columnar
-            // `graphs` list), not every entity: getGraphs().streamNodes() would also
-            // yield every URI/BNode in S/O positions, creating one (almost always empty)
-            // sub-iterator per entity. Bind the graph variable to each graph too, since
-            // each per-graph sub-iterator only ever sees a concrete graph.
+            // `graphs` list), not every entity - and LAZILY: constructing every
+            // graph's sub-iterator up front paid each one's index binary searches
+            // before the first row came back (spatial stores hold thousands of
+            // tile graphs). The graph id is taken straight from the columnar list
+            // (no extract() -> locate() round trip) and pre-bound in a child
+            // binding: every concrete iterator resolves a pre-bound graph var,
+            // the binding rides into every result row, and a pattern that also
+            // uses the var (GRAPH ?g { ?g ?p ?o }) is constrained through the
+            // ordinary bound-variable substitution instead of a post-filter.
             Var gVar = Var.alloc(quad.getGraph());
-            dict.streamGraphs().forEach(n -> {
-                Iterator<BindingNodeId> sub = new BGIteratorMaster(reader, dict, bnid,
-                        new Quad(n, quad.getSubject(), quad.getPredicate(), quad.getObject()), filter, nodeTable);
-                NodeId gId = new NodeId(dict.getGraphs().locate(n), NodeType.GRAPH);
-                // The graph variable may also occur inside the pattern (e.g.
-                // GRAPH ?g { ?g ?p ?o }); a row whose pattern binding conflicts
-                // with this graph must be dropped, not silently kept.
-                its.add(Iter.removeNulls(Iter.map(sub,
-                        b -> b.putCompatible(gVar, gId, nodeTable) ? b : null)));
-            });
+            // GRAPH/SUBJECT/OBJECT share the universal entity id-space, so a
+            // pre-bound graph id is valid in those positions - but PREDICATE ids
+            // live in an isolated dictionary. If the graph var also occupies the
+            // predicate position, fall back to concrete-graph substitution with
+            // the cross-space compatibility filter.
+            boolean gVarInPredicate = quad.getPredicate().isVariable()
+                    && quad.getPredicate().getName().equals(gVar.getName());
+            if (gVarInPredicate) {
+                Iterator<org.apache.jena.graph.Node> graphNodes = dict.streamGraphs().iterator();
+                its.add(Iter.flatMap(graphNodes, n -> {
+                    NodeId gId = new NodeId(dict.getGraphs().locate(n), NodeType.GRAPH);
+                    Iterator<BindingNodeId> sub = new BGIteratorMaster(reader, dict, bnid,
+                            new Quad(n, quad.getSubject(), quad.getPredicate(), quad.getObject()), filter, nodeTable);
+                    return Iter.removeNulls(Iter.map(sub,
+                            b -> b.putCompatible(gVar, gId, nodeTable) ? b : null));
+                }));
+            } else {
+                Iterator<NodeId> graphIds = dict.streamGraphIds()
+                        .mapToObj(gid -> new NodeId(gid, NodeType.GRAPH)).iterator();
+                its.add(Iter.flatMap(graphIds, gId -> {
+                    BindingNodeId child = new BindingNodeId(bnid);
+                    child.put(gVar, gId);
+                    return new BGIteratorMaster(reader, dict, child, quad, filter, nodeTable);
+                }));
+            }
         }
         chain = new IteratorChain<>(its);
     }
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/jena/BGIteratorOS.java b/src/main/java/com/ebremer/beakgraph/hdf5/jena/BGIteratorOS.java
index c19483ec..b03e6ba4 100644
--- a/src/main/java/com/ebremer/beakgraph/hdf5/jena/BGIteratorOS.java
+++ b/src/main/java/com/ebremer/beakgraph/hdf5/jena/BGIteratorOS.java
@@ -119,15 +119,19 @@ public BGIteratorOS(PositionalDictionaryReader dict, IndexReader reader, Binding
 
         // F. Initialize
         if (specificSubId > 0) {
-            boolean found = false;
-            for (long k = i; k < j; k++) {
-                if (Ss.get(k) == specificSubId) {
-                    i = k;
-                    found = true;
-                    break;
-                }
+            // The subject list under one (G,P,O) group is sorted ascending (GPOS
+            // ordering), so binary-search it instead of the previous linear scan.
+            long lo = i, hi = j - 1, found = -1;
+            while (lo <= hi) {
+                long mid = (lo + hi) >>> 1;
+                long v = Ss.get(mid);
+                if (v == specificSubId) { found = mid; break; }
+                if (v < specificSubId) lo = mid + 1; else hi = mid - 1;
+            }
+            if (found >= 0) {
+                i = found;
+                hasNext = true;
             }
-            hasNext = found;
         } else {
             advanceToNextValid();
         }
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/jena/BGIteratorSPO_All.java b/src/main/java/com/ebremer/beakgraph/hdf5/jena/BGIteratorSPO_All.java
index 73287347..1a956bea 100644
--- a/src/main/java/com/ebremer/beakgraph/hdf5/jena/BGIteratorSPO_All.java
+++ b/src/main/java/com/ebremer/beakgraph/hdf5/jena/BGIteratorSPO_All.java
@@ -59,7 +59,18 @@ public BGIteratorSPO_All(PositionalDictionaryReader dict, IndexReader reader, Bi
             analyzeFilters(filter, dict, quad);
         }
 
-        gi = dict.getGraphs().locate(quad.getGraph());
+        // Resolve the graph the same way the other three iterators behind
+        // BGIteratorMaster do: the dispatcher also routes here when the graph
+        // VARIABLE is pre-bound in the BindingNodeId, and locate() on the raw
+        // variable node returns -1 - silently yielding nothing for a graph
+        // that exists.
+        if (quad.getGraph().isVariable()) {
+            gi = (bnid != null && bnid.containsKey(Var.alloc(quad.getGraph())))
+                    ? bnid.get(Var.alloc(quad.getGraph())).getId()
+                    : -1;
+        } else {
+            gi = dict.getGraphs().locate(quad.getGraph());
+        }
         if (gi < 1) return;
 
         // Honour concrete subject / object terms named directly in the triple
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/jena/BGReader.java b/src/main/java/com/ebremer/beakgraph/hdf5/jena/BGReader.java
index ef5a4c07..9c65b011 100644
--- a/src/main/java/com/ebremer/beakgraph/hdf5/jena/BGReader.java
+++ b/src/main/java/com/ebremer/beakgraph/hdf5/jena/BGReader.java
@@ -4,25 +4,24 @@
 import com.ebremer.beakgraph.core.GSPODictionary;
 import java.net.URI;
 import java.util.Iterator;
-import java.util.stream.Stream;
 import org.apache.jena.graph.Node;
 import org.apache.jena.graph.Triple;
-import org.apache.jena.sparql.core.Quad;
 import org.apache.jena.sparql.expr.ExprList;
 import org.apache.jena.util.iterator.ExtendedIterator;
 
 /**
+ * Read-side storage contract. (Two former members - getNumberOfTriples and
+ * streamQuads - were stubs that answered 0 / empty and had no callers; they
+ * were removed rather than left to mislead.)
  *
  * @author Erich Bremer
  */
 public interface BGReader extends AutoCloseable {
     public GSPODictionary getDictionary();
-    public int getNumberOfTriples(String ng);
     public NodeTable getNodeTable();
     public Iterator<BindingNodeId> read(Node ng, BindingNodeId bnid, Triple triple, ExprList filter, NodeTable nodeTable);
     public ExtendedIterator<Triple> graphBaseFind(Node graph, Triple tp);
     public Iterator<Node> listGraphNodes();
-    public Stream<Quad> streamQuads();
     public boolean containsGraph(Node graphNode);
     public URI getURI();
 
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/jena/BindingBG.java b/src/main/java/com/ebremer/beakgraph/hdf5/jena/BindingBG.java
index 472e7c2c..cd7d5e31 100644
--- a/src/main/java/com/ebremer/beakgraph/hdf5/jena/BindingBG.java
+++ b/src/main/java/com/ebremer/beakgraph/hdf5/jena/BindingBG.java
@@ -2,6 +2,7 @@
 
 import com.ebremer.beakgraph.core.BeakGraph;
 import java.util.Iterator;
+import org.apache.jena.atlas.iterator.Iter;
 import org.apache.jena.graph.Node;
 import org.apache.jena.sparql.core.Var;
 import org.apache.jena.sparql.engine.binding.Binding;
@@ -14,28 +15,45 @@
  *
  * @author erich
  */
-public class BindingBG extends BindingBase {    
+public class BindingBG extends BindingBase {
     private final BeakGraph bGraph;
     private final BindingNodeId idBinding;
+    private final Binding parent;
     private static final Logger logger = LoggerFactory.getLogger(BindingBG.class);
-    
+
     public BindingBG(BindingNodeId idBinding, BeakGraph bGraph) {
         super(idBinding.getParentBinding());
         this.idBinding = idBinding;
+        this.parent = idBinding.getParentBinding();
         this.bGraph = bGraph;
     }
-    
+
     public BindingNodeId getBindingId() {
         return idBinding ;
     }
-    
+
+    /**
+     * Whether this level of the binding exposes {@code var}. BindingBase's
+     * contract is that a child never re-binds a parent var - size() is
+     * size1() + parent.size() and vars() concatenates both levels - but the
+     * id-map deliberately COPIES every parent var (SolverLibBeak.convert) so
+     * the solvers can substitute at the id level. Exposing those copies here
+     * as well double-counted every input var: size() lied, vars() yielded
+     * duplicates, and DISTINCT could not merge a row of this shape with an
+     * equal-valued row of normal shape. Parent vars therefore resolve through
+     * the parent, which carries the identical term the ids were derived from -
+     * including terms not in this store at all (the "does not exist" ids).
+     */
+    private boolean ownVar(Var var) {
+        return idBinding.containsKey(var) && (parent == null || !parent.contains(var));
+    }
+
     @Override
     protected Node get1(Var var) {
-        if (idBinding.containsKey(var)) {
+        if (ownVar(var)) {
             NodeId id = idBinding.get(var);
-            // A var bound to "does not exist" (e.g. a VALUES/BIND term not in this store)
-            // has no node here; return null so BindingBase falls back to the parent binding,
-            // which still carries the original term.
+            // A var bound to "does not exist" has no node here; return null so
+            // BindingBase falls back to the parent binding.
             if (NodeId.isDoesNotExist(id)) {
                 return null;
             }
@@ -46,22 +64,29 @@ protected Node get1(Var var) {
 
     @Override
     protected Iterator<Var> vars1() {
-        return idBinding.iterator();
+        return Iter.filter(idBinding.iterator(), this::ownVar);
     }
 
     @Override
     protected int size1() {
-        return idBinding.size();
+        int n = 0;
+        Iterator<Var> it = idBinding.iterator();
+        while (it.hasNext()) {
+            if (ownVar(it.next())) {
+                n++;
+            }
+        }
+        return n;
     }
 
     @Override
     protected boolean isEmpty1() {
-        return idBinding.isEmpty();
+        return size1() == 0;
     }
 
     @Override
     protected boolean contains1(Var var) {
-        return idBinding.containsKey(var);
+        return ownVar(var);
     }
 
     /**
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/jena/BindingNodeId.java b/src/main/java/com/ebremer/beakgraph/hdf5/jena/BindingNodeId.java
index ebd74bbf..3c29e5d5 100644
--- a/src/main/java/com/ebremer/beakgraph/hdf5/jena/BindingNodeId.java
+++ b/src/main/java/com/ebremer/beakgraph/hdf5/jena/BindingNodeId.java
@@ -2,22 +2,13 @@
 
 import com.ebremer.beakgraph.core.NodeTable;
 import java.util.HashMap;
-import java.util.Iterator;
 import java.util.Map;
-import java.util.Set;
 import org.apache.jena.atlas.lib.Map2;
 import org.apache.jena.graph.Node;
 import org.apache.jena.sparql.core.Var;
 import org.apache.jena.sparql.engine.binding.Binding;
 
 public class BindingNodeId extends Map2<Var, NodeId> {
-    public static BindingNodeId root = new BindingNodeId(null, null, null) {
-        @Override
-        public String toString() {
-            return "<root>";
-        }
-    };
-
     // This is the parent binding - which may be several steps up the chain.
     // This just carried around for later use when we go BindingNodeId back to Binding.
     private final Binding parentBinding;
@@ -106,32 +97,6 @@ private static boolean sameTerm(NodeId a, NodeId b, NodeTable nodeTable) {
         return na != null && na.equals(nb);
     }
 
-    public void putAll(BindingNodeId other) {
-        Iterator<Var> vIter = other.iterator();
-        for (; vIter.hasNext() ; ) {
-            Var v = vIter.next();
-            if ( v == null )
-                throw new IllegalArgumentException("Null key");
-            NodeId n = other.get(v);
-            if ( n == null )
-                throw new IllegalArgumentException("("+v+","+n+")");
-            super.put(v, n);
-        }
-    }
-    
-    /**
-     * Returns a Set of entries representing all bindings (local + parent).
-     * Added to support iteration in BGIterator classes.
-     * @return 
-     */
-    public Set<Map.Entry<Var, NodeId>> entrySet() {
-        Map<Var, NodeId> allEntries = new HashMap<>();
-        for (Var v : this) {
-            allEntries.put(v, get(v));
-        }
-        return allEntries.entrySet();
-    }
-
     @Override
     public String toString() {
         StringBuilder sb = new StringBuilder();
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/jena/HilbertPolygon.java b/src/main/java/com/ebremer/beakgraph/hdf5/jena/HilbertPolygon.java
index 812e04cc..76da9c6a 100644
--- a/src/main/java/com/ebremer/beakgraph/hdf5/jena/HilbertPolygon.java
+++ b/src/main/java/com/ebremer/beakgraph/hdf5/jena/HilbertPolygon.java
@@ -9,7 +9,6 @@
 import org.locationtech.jts.geom.Envelope;
 import org.locationtech.jts.geom.GeometryFactory;
 import org.locationtech.jts.geom.Polygon;
-import org.locationtech.jts.geom.Coordinate;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
@@ -38,11 +37,12 @@ public static ArrayList<Range> Polygon2Hilbert(Polygon poly) {
     public static ArrayList<Range> Polygon2Hilbert(Polygon poly, int scale) {
         Envelope env = poly.getEnvelopeInternal();
 
-        // 1. Calculate scaled integer bounds
-        long minX = (long) Math.floor(env.getMinX()) >> scale;
-        long maxX = (long) Math.floor(env.getMaxX()) >> scale;
-        long minY = (long) Math.floor(env.getMinY()) >> scale;
-        long maxY = (long) Math.floor(env.getMaxY()) >> scale;
+        // 1. Calculate scaled integer bounds, clamped into the curve's domain
+        // (negative or >= 2^31 coordinates would otherwise alias via bit masking).
+        long minX = HilbertSpace.clampToDomain((long) Math.floor(env.getMinX())) >> scale;
+        long maxX = HilbertSpace.clampToDomain((long) Math.floor(env.getMaxX())) >> scale;
+        long minY = HilbertSpace.clampToDomain((long) Math.floor(env.getMinY())) >> scale;
+        long maxY = HilbertSpace.clampToDomain((long) Math.floor(env.getMaxY())) >> scale;
 
         // 2. Execute query. We use .stream() to get the ranges.
         // This is the most common API for davidmoten's hilbert-curve query builder.
@@ -61,16 +61,33 @@ public static ArrayList<Range> Polygon2Hilbert(Polygon poly, int scale) {
         return compact(filteredRanges);
     }
 
+    /** Cap on per-range cell tests; longer ranges are kept outright (superset-safe). */
+    private static final int MAX_RELEVANCE_CELLS = 64;
+
+    /**
+     * Whether any WHOLE CELL of the range intersects the polygon. The old test
+     * asked whether the polygon covers the range's two endpoint cell-corner
+     * POINTS, which dropped ranges the geometry genuinely intersects - any
+     * polygon smaller than a cell returned an EMPTY cover, and diagonal strips
+     * lost their interior cells: silent false negatives for every consumer of
+     * this Polygon-to-Hilbert API. Keeping a range can only add false
+     * positives, never lose a match, so ranges longer than the cap are kept
+     * without examination.
+     */
     private static boolean isRangeRelevant(Range range, Polygon poly, int scale) {
-        // Check the start point of the range
-        long[] startCoord = hc.point(range.low());
-        if (poly.covers(gf.createPoint(new Coordinate(startCoord[0] << scale, startCoord[1] << scale)))) {
+        if (range.high() - range.low() + 1 > MAX_RELEVANCE_CELLS) {
             return true;
         }
-
-        // Check the end point of the range
-        long[] endCoord = hc.point(range.high());
-        return poly.covers(gf.createPoint(new Coordinate(endCoord[0] << scale, endCoord[1] << scale)));
+        double cellSize = (double) (1L << scale);
+        for (long d = range.low(); d <= range.high(); d++) {
+            long[] p = hc.point(d);
+            double x = (double) (p[0] << scale);
+            double y = (double) (p[1] << scale);
+            if (poly.intersects(gf.toGeometry(new Envelope(x, x + cellSize, y, y + cellSize)))) {
+                return true;
+            }
+        }
+        return false;
     }
 
     /**
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/jena/NumScale.java b/src/main/java/com/ebremer/beakgraph/hdf5/jena/NumScale.java
deleted file mode 100644
index 12742e05..00000000
--- a/src/main/java/com/ebremer/beakgraph/hdf5/jena/NumScale.java
+++ /dev/null
@@ -1,58 +0,0 @@
-package com.ebremer.beakgraph.hdf5.jena;
-
-/**
- * Utility class to calculate image scaling requirements.
- */
-public class NumScale {
-
-    /**
-     * Calculates reduction steps using a loop (Iterative approach).
-     * This is generally preferred for this use case because it avoids floating-point
-     * precision errors entirely and N is very small (rarely > 10).
-     * @param width
-     */
-    public static int calculateScaleSteps(int width, int height, int boxSize) {
-        if (width <= 0 || height <= 0 || boxSize <= 0) {
-            System.err.println("Error: Dimensions must be greater than 0.");
-            return -1;
-        }
-
-        int steps = 0;
-        double currentMaxDimension = Math.max(width, height);
-
-        while (currentMaxDimension > boxSize) {
-            currentMaxDimension = currentMaxDimension / 2.0;
-            steps++;
-        }
-
-        return steps;
-    }
-
-    /**
-     * Calculates reduction steps using Logarithms (Mathematical approach).
-     * Formula: steps = ceil( log2(maxDimension / boxSize) )
-     * * Note: This requires careful handling of floating point precision (epsilon)
-     * to avoid off-by-one errors when the result is extremely close to an integer.
-     */
-    public static int calculateScaleStepsLog(int width, int height, int boxSize) {
-        if (width <= 0 || height <= 0 || boxSize <= 0) return -1;
-        
-        int maxDim = Math.max(width, height);
-        
-        // If it already fits, 0 steps
-        if (maxDim <= boxSize) return 0;
-
-        // Calculate the ratio (e.g., 1024 / 256 = 4.0)
-        double ratio = (double) maxDim / boxSize;
-
-        // log2(x) = ln(x) / ln(2)
-        double stepsExact = Math.log(ratio) / Math.log(2);
-
-        // We subtract a tiny epsilon before ceiling to handle cases where 
-        // floating point noise makes an exact integer result slightly higher.
-        // e.g., if result is 3.00000000000004, ceil would return 4 without this.
-        double epsilon = 1e-10;
-        
-        return (int) Math.ceil(stepsExact - epsilon);
-    }
-}
\ No newline at end of file
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/jena/PatternMatchBG.java b/src/main/java/com/ebremer/beakgraph/hdf5/jena/PatternMatchBG.java
index fdc4c013..4ada20d2 100644
--- a/src/main/java/com/ebremer/beakgraph/hdf5/jena/PatternMatchBG.java
+++ b/src/main/java/com/ebremer/beakgraph/hdf5/jena/PatternMatchBG.java
@@ -34,32 +34,24 @@ public static QueryIterator execute(BeakGraph bGraph, BasicPattern bgp, QueryIte
         List<Abortable> killList = new ArrayList<>();
         Iterator<BindingNodeId> chain = Iter.map(input, SolverLibBeak.convFromBinding(bGraph));
         
-        // Check for spatial filter optimization opportunity
+        // Spatial index acceleration: seed the chain with recall-safe candidates
+        // for the geometry's subject. The sfIntersects filter itself STAYS in the
+        // plan (the OpFilter wrapper produced by TransformFilterPlacement) - it is
+        // the verification stage that removes the candidates' false positives with
+        // real JTS geometry. The old code removed it, which made the lossy index
+        // pre-filter the final answer.
         SpatialContext spatialCtx = getSpatialContext(filter);
-        ExprList modifiedFilter = filter;
-        Triple triggerTriple = null;
-        
         if (spatialCtx != null) {
-            triggerTriple = findTriggerTriple(triples, spatialCtx.geometryVar);
-
+            Triple triggerTriple = findTriggerTriple(triples, spatialCtx.geometryVar);
             if (triggerTriple != null) {
-                Var varToBind = spatialCtx.geometryVar;
-                if (triggerTriple.getObject().isVariable() && 
-                    triggerTriple.getObject().equals(spatialCtx.geometryVar)) {
-                    if (triggerTriple.getSubject().isVariable()) {
-                        varToBind = (Var) triggerTriple.getSubject();
-                    }
-                }
-
-                chain = new SpatialIndexIterator(chain, bGraph, varToBind, spatialCtx);
-                modifiedFilter = removeSpatialFilter(filter);
+                chain = new SpatialIndexIterator(chain, bGraph, (Var) triggerTriple.getSubject(), spatialCtx);
             }
         }
-        
-        // Execute all triple patterns
+
+        // Execute all triple patterns (the ExprList is range-pushdown hints only;
+        // full filter semantics are enforced by the surrounding OpFilter).
         for (Triple triple : triples) {
-            ExprList filterToUse = (triggerTriple != null && triple.equals(triggerTriple)) ? null : modifiedFilter;
-            chain = solve(bGraph, triple, filterToUse, chain, execCxt);
+            chain = solve(bGraph, triple, filter, chain, execCxt);
             chain = makeAbortable(chain, killList);
         }
 
@@ -171,48 +163,31 @@ private static Integer extractScale(Expr expr) {
         return null;
     }
 
-    private static ExprList removeSpatialFilter(ExprList filters) {
-        if (filters == null || filters.isEmpty()) {
-            return null;
-        }
-        
-        ExprList newFilters = new ExprList();
-        
-        for (Expr e : filters) {
-            if (e.isFunction()) {
-                ExprFunction func = e.getFunction();
-                if (func instanceof E_Function) {
-                    if (func.getFunctionIRI().equals(SF_INTERSECTS)) {
-                        continue;
-                    }
-                }
-            }
-            newFilters.add(e);
-        }
-        
-        return newFilters.isEmpty() ? null : newFilters;
-    }
-
+    /**
+     * The triple whose VARIABLE subject the spatial index can seed. The
+     * candidates are geometry SUBJECT ids (the writer indexes the subject of
+     * every quad with a wktLiteral object, so any row that survives the
+     * sfIntersects verification has its subject in the candidate set - the
+     * seeding stays recall-safe for any predicate). The geometry variable must
+     * sit in the OBJECT position: it binds WKT literals, and seeding it - or
+     * any other position - injects subject ids into a literal slot, so every
+     * candidate row fails the triple pattern and the query silently returns
+     * nothing (the old behavior whenever the subject was concrete). With no
+     * variable subject there is nothing to seed: return null and leave the
+     * work to the sfIntersects OpFilter, which always stays in the plan -
+     * skipping the index costs speed, never rows.
+     */
     private static Triple findTriggerTriple(List<Triple> triples, Var targetVar) {
         String targetName = targetVar.getName();
-        
+
         for (Triple t : triples) {
-            if (t.getObject().isVariable() && 
-                t.getObject().getName().equals(targetName)) {
-                return t;
-            }
-            
-            if (t.getSubject().isVariable() && 
-                t.getSubject().getName().equals(targetName)) {
-                return t;
-            }
-            
-            if (t.getPredicate().isVariable() && 
-                t.getPredicate().getName().equals(targetName)) {
+            if (t.getObject().isVariable()
+                    && t.getObject().getName().equals(targetName)
+                    && t.getSubject().isVariable()) {
                 return t;
             }
         }
-        
+
         return null;
     }
 }
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/jena/QueryEngineBeak.java b/src/main/java/com/ebremer/beakgraph/hdf5/jena/QueryEngineBeak.java
deleted file mode 100644
index fabf614f..00000000
--- a/src/main/java/com/ebremer/beakgraph/hdf5/jena/QueryEngineBeak.java
+++ /dev/null
@@ -1,59 +0,0 @@
-package com.ebremer.beakgraph.hdf5.jena;
-
-import org.apache.jena.query.Query;
-import org.apache.jena.sparql.ARQInternalErrorException;
-import org.apache.jena.sparql.algebra.Op;
-import org.apache.jena.sparql.core.DatasetGraph;
-import org.apache.jena.sparql.engine.Plan;
-import org.apache.jena.sparql.engine.QueryEngineFactory;
-import org.apache.jena.sparql.engine.QueryEngineRegistry;
-import org.apache.jena.sparql.engine.binding.Binding;
-import org.apache.jena.sparql.engine.main.QueryEngineMain;
-import org.apache.jena.sparql.util.Context;
-
-/**
- *
- * @author erich
- */
-public class QueryEngineBeak extends QueryEngineMain {   
-    protected static final QueryEngineFactory factory = new TQueryEngineFactory() ;
-    static public QueryEngineFactory getFactory() { return factory; } 
-    static public void register(){ QueryEngineRegistry.addFactory(factory); }
-    static public void unregister(){ QueryEngineRegistry.removeFactory(factory); }
-    
-    public QueryEngineBeak(Query query, DatasetGraph dataset, Binding input, Context context) { 
-        super(query, dataset, input, context);
-    }
-	
-    public QueryEngineBeak(Op op, DatasetGraph dataset, Binding input, Context context) {
-	super(op, dataset, input, context);
-    }
-
-    protected static class TQueryEngineFactory implements QueryEngineFactory {
-        
-        private static boolean isHandledByBG(DatasetGraph dataset) {
-            return false ;
-        }
-        
-    	@Override
-    	public boolean accept(Query query, DatasetGraph dataset, Context context) {   	
-            return isHandledByBG(dataset);
-    	}
-
-        @Override
-    	public boolean accept(Op op, DatasetGraph dataset, Context context) {
-            return isHandledByBG(dataset);
-    	}
-        
-    	@Override
-    	public Plan create(Query query, DatasetGraph dataset, Binding initial, Context context) {
-            QueryEngineBeak engine = new QueryEngineBeak(query, dataset, initial, context);
-            return engine.getPlan();
-    	}
-
-    	@Override
-    	public Plan create(Op op, DatasetGraph dataset, Binding inputBinding, Context context) {
-            throw new ARQInternalErrorException("TQueryEngine: factory called directly with an algebra expression");
-    	}
-    }
-}
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/jena/SimpleNodeTable.java b/src/main/java/com/ebremer/beakgraph/hdf5/jena/SimpleNodeTable.java
index f854d7a0..e96e6376 100644
--- a/src/main/java/com/ebremer/beakgraph/hdf5/jena/SimpleNodeTable.java
+++ b/src/main/java/com/ebremer/beakgraph/hdf5/jena/SimpleNodeTable.java
@@ -5,8 +5,11 @@
 import com.github.benmanes.caffeine.cache.Cache;
 import com.github.benmanes.caffeine.cache.Caffeine;
 import org.apache.jena.graph.Node;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
 
 public class SimpleNodeTable implements NodeTable {
+    private static final Logger logger = LoggerFactory.getLogger(SimpleNodeTable.class);
     
     private final PositionalDictionaryReader dict;
     
@@ -85,11 +88,15 @@ public NodeId getNodeIdForNode(Node n) {
         }
         
         NodeId nid = findInDictionaries(n);
-        
+
         if (nid != NodeId.NodeDoesNotExist) {
             nodeId2nodemap.put(nid, n);
-            node2nodeIdmap.put(n, nid); // authoritative, deterministic Node -> NodeId mapping
         }
+        // Cache misses too: the store is immutable, so absence is permanent, and
+        // an uncached miss re-ran up to two dictionary binary searches on every
+        // lookup of the same foreign term (VALUES/BIND-heavy queries). The shared
+        // does-not-exist sentinel is deliberately NOT seeded into nodeId2nodemap.
+        node2nodeIdmap.put(n, nid); // authoritative, deterministic Node -> NodeId mapping
 
         return nid;
     }
@@ -128,8 +135,8 @@ public Node getNodeForNodeId(NodeId id) {
     
     public void status() {
         // Caffeine evaluates size concurrently, so we use estimatedSize()
-        IO.println(String.format("nodeId2nodemap size: %d, node2nodeIdmap size: %d", 
-                nodeId2nodemap.estimatedSize(), node2nodeIdmap.estimatedSize()));
+        logger.debug("nodeId2nodemap size: {}, node2nodeIdmap size: {}",
+                nodeId2nodemap.estimatedSize(), node2nodeIdmap.estimatedSize());
     }
 
     @Override
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/jena/SpatialIndexIterator.java b/src/main/java/com/ebremer/beakgraph/hdf5/jena/SpatialIndexIterator.java
index eb20c56b..e01b4b89 100644
--- a/src/main/java/com/ebremer/beakgraph/hdf5/jena/SpatialIndexIterator.java
+++ b/src/main/java/com/ebremer/beakgraph/hdf5/jena/SpatialIndexIterator.java
@@ -3,140 +3,179 @@
 import com.ebremer.beakgraph.Params;
 import com.ebremer.beakgraph.core.BeakGraph;
 import com.ebremer.beakgraph.core.NodeTable;
+import com.ebremer.beakgraph.hdf5.Index;
+import com.ebremer.beakgraph.hdf5.readers.HDF5Reader;
+import com.ebremer.beakgraph.hdf5.readers.IndexReader;
+import com.ebremer.beakgraph.hdf5.readers.PositionalDictionaryReader;
+import static com.ebremer.beakgraph.hdf5.writers.PositionalDictionaryWriterBuilder.HILBERT_CELL_NS;
+import static com.ebremer.beakgraph.hdf5.writers.PositionalDictionaryWriterBuilder.MAX_INDEX_SCALE;
+import com.ebremer.beakgraph.utils.ImageTools;
+import com.ebremer.halcyon.hilbert.HilbertSpace;
+import java.util.ArrayList;
+import java.util.Collections;
 import java.util.Iterator;
+import java.util.LinkedHashSet;
 import java.util.List;
-import java.util.NoSuchElementException;
 import org.apache.jena.atlas.iterator.Iter;
 import org.apache.jena.graph.Node;
-import org.apache.jena.query.Dataset;
-import org.apache.jena.query.ParameterizedSparqlString;
-import org.apache.jena.query.QueryExecution;
-import org.apache.jena.query.QueryExecutionFactory;
-import org.apache.jena.query.ResultSet;
+import org.apache.jena.graph.NodeFactory;
+import org.apache.jena.sparql.core.Quad;
 import org.apache.jena.sparql.core.Var;
+import org.apache.jena.sparql.expr.E_GreaterThanOrEqual;
+import org.apache.jena.sparql.expr.E_LessThanOrEqual;
+import org.apache.jena.sparql.expr.ExprList;
+import org.apache.jena.sparql.expr.ExprVar;
+import org.apache.jena.sparql.expr.NodeValue;
 import org.davidmoten.hilbert.Range;
+import org.locationtech.jts.geom.Envelope;
+import org.locationtech.jts.geom.Geometry;
+import org.locationtech.jts.io.WKTReader;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
 /**
- * Optimized SpatialIndexIterator using lazy flatMapping and efficient pool management.
- * @author erich
+ * Recall-safe spatial candidate generator. The writer stores, per geometry
+ * part, the Hilbert indices of the whole cells covering its bbox at the
+ * coarsest scale where that cover is small (hal:hilbertCell{scale}). This
+ * iterator covers the QUERY region's bbox with Hilbert ranges at every scale -
+ * with the same floor snapping the writer uses - and collects every subject
+ * whose stored cell falls inside a range, by scanning the GPOS index directly
+ * with value-range pushdown (no SPARQL sub-execution, no leaked executions).
+ * <p>
+ * Two bboxes that overlap share at least one whole cell at any scale, so a
+ * stored geometry overlapping the query region is ALWAYS produced: candidates
+ * are a superset (bbox-cover overlap), never a miss. Both sides clamp their
+ * bbox into the non-negative Hilbert domain with the same monotone projection,
+ * which preserves that overlap for coordinates in negative space too (they
+ * cluster on the axis cells - coarse, but recall-safe). The geof:sfIntersects
+ * filter stays in the plan and removes the false positives with real JTS
+ * geometry. Candidates are deduplicated across scales and ranges, so one
+ * geometry yields one row.
  */
 public class SpatialIndexIterator implements Iterator<BindingNodeId> {
     private static final Logger logger = LoggerFactory.getLogger(SpatialIndexIterator.class);
+    /** Cap on query-side range fragmentation; merging beyond the cap only widens the superset. */
+    private static final int MAX_QUERY_RANGES = 256;
+
     private final Iterator<BindingNodeId> outputIterator;
-    private int scale = 0;
 
     public SpatialIndexIterator(Iterator<BindingNodeId> input, BeakGraph bGraph, Var targetVar, PatternMatchBG.SpatialContext context) {
-        logger.trace("SpatialIndexIterator: {} at scale {}", context.searchRegionWKT, context.scale);
-        List<Range> ranges = HilbertPolygon.Polygon2Hilbert(context.searchRegionWKT, 0);
-        logger.trace("# of ranges : {}", ranges.size());        
-        NodeTable currentTable = bGraph.getReader().getNodeTable();        
-        this.outputIterator = Iter.flatMap(input, parent -> {
-            Iterator<Node> lazyCandidateNodes = new LazyCandidateIterator(ranges, bGraph, context.scale);
-
-            // The target variable may already be bound in the parent row; a
-            // candidate that conflicts with that binding must be dropped, not
-            // silently overridden by the parent value.
-            return Iter.removeNulls(Iter.map(lazyCandidateNodes, node -> {
-                NodeId nodeId = currentTable.getNodeIdForNode(node);
+        NodeTable nodeTable = bGraph.getReader().getNodeTable();
+        // The candidate set depends only on the (constant) query region, so it is
+        // computed once and reused for every incoming row - the previous version
+        // re-ran every range sub-query per parent binding.
+        final List<Long> candidates;
+        Envelope env = queryEnvelope(context.searchRegionWKT);
+        if (env != null && bGraph.getReader() instanceof HDF5Reader hdf5) {
+            candidates = collectCandidates(hdf5, env);
+        } else {
+            candidates = List.of();
+        }
+        logger.trace("sfIntersects region {} -> {} candidate geometries", context.searchRegionWKT, candidates.size());
+        this.outputIterator = Iter.flatMap(input, parent ->
+            Iter.removeNulls(Iter.map(candidates.iterator(), id -> {
                 BindingNodeId child = new BindingNodeId(parent);
-                return child.putCompatible(targetVar, nodeId, currentTable) ? child : null;
-            }));
-        });
+                // A conflicting pre-existing binding for the target var drops the row.
+                return child.putCompatible(targetVar, new NodeId(id, NodeType.SUBJECT), nodeTable) ? child : null;
+            })));
     }
 
-    @Override
-    public boolean hasNext() {
-        return outputIterator.hasNext();
-    }
-
-    @Override
-    public BindingNodeId next() {
-        return outputIterator.next();
+    private static Envelope queryEnvelope(String wkt) {
+        try {
+            Geometry g = new WKTReader().read(ImageTools.stripCrs(wkt));
+            return g.isEmpty() ? null : g.getEnvelopeInternal();
+        } catch (Exception e) {
+            logger.warn("Unparseable sfIntersects search region; no index candidates: {}", e.getMessage());
+            return null;
+        }
     }
 
-    private static ParameterizedSparqlString buildRangeQuery(Range range, int scale) {
-        ParameterizedSparqlString pss = new ParameterizedSparqlString(
-            """
-            SELECT DISTINCT ?geo
-            WHERE {                
-                GRAPH ?spatial {
-                    ?geo hal:hilbertCorner?scale ?index .
-                    FILTER (?index >= ?low && ?index <= ?high)
+    /** Distinct entity ids of subjects whose stored bbox cells overlap the region's cover. */
+    private static List<Long> collectCandidates(HDF5Reader reader, Envelope env) {
+        LinkedHashSet<Long> out = new LinkedHashSet<>();
+        PositionalDictionaryReader dict = (PositionalDictionaryReader) reader.getDictionary();
+        IndexReader gpos = reader.getIndexReader(Index.GPOS);
+        if (gpos == null) {
+            return List.of();
+        }
+        NodeTable nodeTable = reader.getNodeTable();
+        // Clamp into the [0, 2^31) Hilbert domain with the SAME monotone
+        // projection the writer applies to geometry bboxes: two boxes that
+        // overlap still overlap after clamping, so a query region in negative
+        // (or beyond-2^31) space finds the equally clamped geometries there via
+        // the domain-edge cells instead of silently returning nothing. False
+        // positives are removed by the sfIntersects verification stage.
+        long minX = HilbertSpace.clampToDomain((long) Math.floor(env.getMinX()));
+        long maxX = HilbertSpace.clampToDomain((long) Math.floor(env.getMaxX()));
+        long minY = HilbertSpace.clampToDomain((long) Math.floor(env.getMinY()));
+        long maxY = HilbertSpace.clampToDomain((long) Math.floor(env.getMaxY()));
+        Var sVar = Var.alloc("hilbertCellSubject");
+        Var oVar = Var.alloc("hilbertCellValue");
+        for (int s = 0; s <= MAX_INDEX_SCALE; s++) {
+            Node pred = NodeFactory.createURI(HILBERT_CELL_NS + s);
+            if (dict.getPredicates().locate(pred) < 1) {
+                continue; // no geometry stored at this scale
+            }
+            long cell = 1L << s;
+            long[] lo = {Math.floorDiv(minX, cell), Math.floorDiv(minY, cell)};
+            long[] hi = {Math.floorDiv(maxX, cell), Math.floorDiv(maxY, cell)};
+            for (Range r : coverRanges(lo, hi)) {
+                ExprList bounds = new ExprList();
+                bounds.add(new E_GreaterThanOrEqual(new ExprVar(oVar),
+                        NodeValue.makeNode(NodeFactory.createLiteralByValue(r.low()))));
+                bounds.add(new E_LessThanOrEqual(new ExprVar(oVar),
+                        NodeValue.makeNode(NodeFactory.createLiteralByValue(r.high()))));
+                Quad pattern = new Quad(Params.SPATIAL, sVar, pred, oVar);
+                BGIteratorPOS it = new BGIteratorPOS(dict, gpos, new BindingNodeId(), pattern, bounds, nodeTable);
+                while (it.hasNext()) {
+                    NodeId sid = it.next().get(sVar);
+                    if (sid != null) {
+                        out.add(sid.getId());
+                    }
                 }
             }
-            """
-        );
-        pss.setNsPrefix("hal", "https://halcyon.is/ns/");
-        pss.setIri("spatial", Params.SPATIALSTRING);
-        pss.setLiteral("scale", scale);
-        pss.setLiteral("low", range.low());
-        pss.setLiteral("high", range.high());
-        return pss;
+        }
+        return new ArrayList<>(out);
     }
 
-    private static class LazyCandidateIterator implements Iterator<Node>, AutoCloseable {
-        private final Iterator<Range> rangeIterator;
-        private final BeakGraph bGraph;
-        private final int scale;
-        
-        private QueryExecution currentQexec = null;
-        private ResultSet currentResultSet = null;
-        private Node nextNode = null;
-
-        public LazyCandidateIterator(Iterable<Range> ranges, BeakGraph bGraph, int scale) {
-            this.rangeIterator = ranges.iterator();
-            this.bGraph = bGraph;
-            this.scale = scale;
-            advance();
+    /** Hilbert range cover of the cell box [lo, hi], merged and capped (superset-safe). */
+    private static List<Range> coverRanges(long[] lo, long[] hi) {
+        ArrayList<Range> ranges = new ArrayList<>();
+        for (Range r : HilbertSpace.hc.query(lo, hi)) {
+            ranges.add(r);
         }
-
-        private void advance() {
-            nextNode = null;            
-            while (true) {
-                if (currentResultSet != null && currentResultSet.hasNext()) {
-                    nextNode = currentResultSet.next().get("geo").asNode();
-                    return;
+        ranges.sort((a, b) -> Long.compare(a.low(), b.low()));
+        ArrayList<Range> merged = new ArrayList<>();
+        Range last = null;
+        for (Range r : ranges) {
+            if (last != null && r.low() <= last.high() + 1) {
+                last = new Range(last.low(), Math.max(last.high(), r.high()));
+            } else {
+                if (last != null) {
+                    merged.add(last);
                 }
-                if (currentQexec != null) {
-                    currentQexec.close();
-                    currentQexec = null;
-                    currentResultSet = null;
-                }
-                if (!rangeIterator.hasNext()) {
-                    return; 
-                }
-                Range range = rangeIterator.next();
-                Dataset ds = bGraph.getDataset();
-                ParameterizedSparqlString pss = buildRangeQuery(range, scale);
-                currentQexec = QueryExecutionFactory.create(pss.asQuery(), ds);
-                currentResultSet = currentQexec.execSelect();
+                last = r;
             }
         }
-
-        @Override
-        public boolean hasNext() {
-            return nextNode != null;
+        if (last != null) {
+            merged.add(last);
         }
-
-        @Override
-        public Node next() {
-            if (nextNode == null) {
-                throw new NoSuchElementException();
-            }
-            Node current = nextNode;
-            advance();
-            return current;
+        if (merged.size() > MAX_QUERY_RANGES) {
+            // Collapse to one spanning range: a wider superset costs extra candidate
+            // scanning, never recall.
+            Range one = new Range(merged.get(0).low(), merged.get(merged.size() - 1).high());
+            merged = new ArrayList<>(Collections.singletonList(one));
         }
+        return merged;
+    }
 
-        @Override
-        public void close() {
-            if (currentQexec != null) {
-                currentQexec.close();
-                currentQexec = null;
-                currentResultSet = null;
-            }
-        }
+    @Override
+    public boolean hasNext() {
+        return outputIterator.hasNext();
+    }
+
+    @Override
+    public BindingNodeId next() {
+        return outputIterator.next();
     }
-}
\ No newline at end of file
+}
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/readers/FCDReader.java b/src/main/java/com/ebremer/beakgraph/hdf5/readers/FCDReader.java
index 04089d15..447946b5 100644
--- a/src/main/java/com/ebremer/beakgraph/hdf5/readers/FCDReader.java
+++ b/src/main/java/com/ebremer/beakgraph/hdf5/readers/FCDReader.java
@@ -84,38 +84,10 @@ public String get(long n) {
         return current;
     }
 
-    public long locate(String x) {
-        if (numEntries == 0) return -1;
-        // Binary search for the correct block.
-        long low = 0;
-        long high = numBlocks - 1;
-        while (low <= high) {
-            long mid = low + (high - low) / 2;
-            String midHeader = get(mid * blockSize);
-            int cmp = x.compareTo(midHeader);
-            if (cmp < 0) high = mid - 1;
-            else if (cmp > 0) low = mid + 1;
-            else return mid * blockSize;
-        }
-        long candidateBlock = high;
-        if (candidateBlock < 0) return -1;
-        // Linear search inside the block.
-        long blockStart = candidateBlock * blockSize;
-        long blockEnd = Math.min(blockStart + blockSize, numEntries);
-        int pos = (int) offsets.getLong((int) candidateBlock * 8);
-        Fragment frag = readFragment(pos, (int) blockStart);
-        String current = frag.value();
-        pos = frag.nextPos();
-        if (current.equals(x)) return blockStart;
-        for (long i = blockStart + 1; i < blockEnd; i++) {
-            VByte.DecodeResult pl = VByte.decodeAt(buffer, pos);
-            int prefixLen = (int) pl.value;
-            pos = pl.nextOffset;
-            Fragment suffix = readFragment(pos, (int) i);
-            current = current.substring(0, prefixLen) + suffix.value();
-            pos = suffix.nextPos();
-            if (current.equals(x)) return i;
-        }
-        return -1;
-    }
+    // NOTE: an unused locate(String) lived here that binary-searched blocks by
+    // String.compareTo. It was removed in the dead-code sweep - and must not be
+    // reintroduced as-was: the value-ordered dictionaries (strings holding typed
+    // literals) are NOT ordered by raw string comparison, so its block search was
+    // wrong for them. Term lookup goes through MultiTypeDictionaryReader.search,
+    // which compares with the same NodeComparator the writer sorted with.
 }
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/readers/HDF5Reader.java b/src/main/java/com/ebremer/beakgraph/hdf5/readers/HDF5Reader.java
index cb37fd11..0fb8ab05 100644
--- a/src/main/java/com/ebremer/beakgraph/hdf5/readers/HDF5Reader.java
+++ b/src/main/java/com/ebremer/beakgraph/hdf5/readers/HDF5Reader.java
@@ -24,8 +24,6 @@
 import java.util.Map;
 import java.util.Set;
 import java.util.concurrent.ConcurrentHashMap;
-import java.util.stream.Stream;
-import org.apache.commons.collections4.iterators.IteratorChain;
 import org.apache.jena.atlas.iterator.Iter;
 import org.apache.jena.graph.Node;
 import org.apache.jena.graph.Triple;
@@ -159,19 +157,26 @@ private Iterator<BindingNodeId> readUnion(BindingNodeId bnid, Triple triple, Exp
         for (Node n : new Node[]{triple.getSubject(), triple.getPredicate(), triple.getObject()}) {
             if (n.isVariable()) vars.add(Var.alloc(n));
         }
-        List<Iterator<BindingNodeId>> its = new ArrayList<>();
-        dict.streamGraphs()
+        // Lazy per-graph chaining: constructing every graph's iterator up front
+        // paid each one's index binary searches before the first row came back
+        // (spatial stores hold thousands of tile graphs).
+        Iterator<Node> graphs = dict.streamGraphs()
             .filter(n -> !(n.equals(Quad.defaultGraphIRI) || n.equals(Quad.defaultGraphNodeGenerated)))
-            .forEach(gn -> its.add(read(gn, bnid, triple, filter, nodeTable)));
-        Iterator<BindingNodeId> chain = new IteratorChain<>(its);
-        Set<List<Long>> seen = new HashSet<>();
+            .iterator();
+        Iterator<BindingNodeId> chain = Iter.flatMap(graphs, gn -> read(gn, bnid, triple, filter, nodeTable));
+        // The dedup set is inherent to union set-semantics (rows arrive per
+        // graph, not globally sorted); the key is a record of three primitive
+        // longs rather than a boxed List<Long>, cutting the per-row footprint
+        // of a large union scan several-fold.
+        record RowKey(long a, long b, long c) {}
+        Set<RowKey> seen = new HashSet<>();
         return Iter.filter(chain, b -> {
-            List<Long> key = new ArrayList<>(vars.size());
-            for (Var v : vars) {
-                NodeId id = b.get(v);
-                key.add(id == null ? Long.MIN_VALUE : id.getId());
+            long[] k = {Long.MIN_VALUE, Long.MIN_VALUE, Long.MIN_VALUE};
+            for (int i = 0; i < vars.size(); i++) {
+                NodeId id = b.get(vars.get(i));
+                if (id != null) k[i] = id.getId();
             }
-            return seen.add(key);
+            return seen.add(new RowKey(k[0], k[1], k[2]));
         });
     }
 
@@ -253,8 +258,6 @@ public void close() {
     public boolean isOpen() { return open; }
 
     @Override public GSPODictionary getDictionary() { return dict; }
-    @Override public int getNumberOfTriples(String ng) { return 0; }
-    @Override public Stream<Quad> streamQuads() { return Stream.empty(); }
 
     @Override
     public Iterator<Node> listGraphNodes() {
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/readers/MultiTypeDictionaryReader.java b/src/main/java/com/ebremer/beakgraph/hdf5/readers/MultiTypeDictionaryReader.java
index d8fd003c..7ede81f8 100644
--- a/src/main/java/com/ebremer/beakgraph/hdf5/readers/MultiTypeDictionaryReader.java
+++ b/src/main/java/com/ebremer/beakgraph/hdf5/readers/MultiTypeDictionaryReader.java
@@ -38,9 +38,15 @@ public class MultiTypeDictionaryReader extends AbstractDictionary {
     private final long numEntries;
     private final String name;
 
-    // Tiered Index Storage
-    private long[] tieredIds;
-    private Node[] tieredNodes;
+    // Tiered index, built LAZILY on first search: building it in the
+    // constructor performed numEntries/TIER_SPACING full extracts at every
+    // file-open, paying for a search accelerator the caller might never use.
+    // Volatile publication keeps concurrent first-searchers safe; the benign
+    // race builds identical content over immutable data.
+    private volatile TieredIndex tiered;
+
+    private record TieredIndex(long[] ids, Node[] nodes) {}
+    private static final TieredIndex EMPTY_TIER = new TieredIndex(new long[0], new Node[0]);
 
     public MultiTypeDictionaryReader(Group d) {
         this.name = d.getName();
@@ -76,21 +82,34 @@ public MultiTypeDictionaryReader(Group d) {
         this.langs = (langsG != null) ? new FCDReader(langsG) : null;
         ContiguousDataset langTagsDS = (ContiguousDataset) d.getChild("langTags");
         this.langTags = (langTagsDS != null) ? new BitPackedUnSignedLongBuffer(null, langTagsDS.getBuffer(), (Long) langTagsDS.getAttribute("numEntries").getData(), (Integer) langTagsDS.getAttribute("width").getData()) : null;
+    }
 
-        buildTieredIndex();
+    private TieredIndex tieredIndex() {
+        TieredIndex t = tiered;
+        if (t == null) {
+            synchronized (this) {
+                t = tiered;
+                if (t == null) {
+                    t = buildTieredIndex();
+                    tiered = t;
+                }
+            }
+        }
+        return t;
     }
 
-    private void buildTieredIndex() {
-        if (numEntries <= TIER_SPACING) return;
+    private TieredIndex buildTieredIndex() {
+        if (numEntries <= TIER_SPACING) return EMPTY_TIER;
         int tierSize = (int) (numEntries / TIER_SPACING);
-        tieredIds = new long[tierSize];
-        tieredNodes = new Node[tierSize];
-        
+        long[] ids = new long[tierSize];
+        Node[] nodes = new Node[tierSize];
+
         for (int i = 0; i < tierSize; i++) {
             long id = (long) i * TIER_SPACING + 1;
-            tieredIds[i] = id;
-            tieredNodes[i] = extract(id);
+            ids[i] = id;
+            nodes[i] = extract(id);
         }
+        return new TieredIndex(ids, nodes);
     }
 
     private Optional<ContiguousDataset> getDataSet(Group g, String name) {
@@ -151,19 +170,20 @@ private long searchFAST(Node element) {
         long high = numEntries;
 
         // 1. Tiered Index Lookup to narrow the range
-        // This is safe because tieredNodes are actual Node objects compared using your specific Comparator
-        if (tieredNodes != null && tieredNodes.length > 0) {
-            int tierIdx = Arrays.binarySearch(tieredNodes, element, NodeComparator.INSTANCE);
-            if (tierIdx >= 0) return tieredIds[tierIdx]; 
+        // This is safe because the tier nodes are actual Node objects compared using your specific Comparator
+        TieredIndex tier = tieredIndex();
+        if (tier.nodes().length > 0) {
+            int tierIdx = Arrays.binarySearch(tier.nodes(), element, NodeComparator.INSTANCE);
+            if (tierIdx >= 0) return tier.ids()[tierIdx];
 
             int insertionPoint = -(tierIdx + 1);
             if (insertionPoint > 0) {
-                // The element at tieredIds[insertionPoint-1] already compared < element,
+                // The element at ids[insertionPoint-1] already compared < element,
                 // so the real match (if any) starts strictly after it.
-                low = tieredIds[insertionPoint - 1] + 1;
+                low = tier.ids()[insertionPoint - 1] + 1;
             }
-            if (insertionPoint < tieredIds.length) {
-                high = tieredIds[insertionPoint] - 1;
+            if (insertionPoint < tier.ids().length) {
+                high = tier.ids()[insertionPoint] - 1;
             }
         }
 
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/readers/PositionalDictionaryReader.java b/src/main/java/com/ebremer/beakgraph/hdf5/readers/PositionalDictionaryReader.java
index 246c6324..21fc6a30 100644
--- a/src/main/java/com/ebremer/beakgraph/hdf5/readers/PositionalDictionaryReader.java
+++ b/src/main/java/com/ebremer/beakgraph/hdf5/readers/PositionalDictionaryReader.java
@@ -124,13 +124,32 @@ public long getNumberOfNodes() {
         };
     }
     
+    // Lazily materialized set of the graph ids: isGraph() used to decode the
+    // whole columnar list per call - O(numGraphs) for every containsGraph, and
+    // spatial stores carry thousands of tile graphs. Benign publication race:
+    // both builders produce identical content over immutable data.
+    private volatile java.util.Set<Long> graphIdSet;
+
     /**
      * True when {@code entityId} appears in the columnar list of actual graphs.
      * Graphs share the universal entity ID space, so a bare dictionary lookup
      * cannot distinguish a graph from any other entity - this can.
      */
     public boolean isGraph(long entityId) {
-        return graphs != null && graphs.stream().anyMatch(id -> id == entityId);
+        if (graphs == null) {
+            return false;
+        }
+        java.util.Set<Long> s = graphIdSet;
+        if (s == null) {
+            s = graphs.stream().boxed().collect(java.util.stream.Collectors.toUnmodifiableSet());
+            graphIdSet = s;
+        }
+        return s.contains(entityId);
+    }
+
+    /** Raw ids of the actual graphs (the columnar list), in stored order. */
+    public java.util.stream.LongStream streamGraphIds() {
+        return (graphs == null) ? java.util.stream.LongStream.empty() : graphs.stream();
     }
 
     @Override
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/writers/BGIndex.java b/src/main/java/com/ebremer/beakgraph/hdf5/writers/BGIndex.java
index 4b911192..1a62e3f9 100644
--- a/src/main/java/com/ebremer/beakgraph/hdf5/writers/BGIndex.java
+++ b/src/main/java/com/ebremer/beakgraph/hdf5/writers/BGIndex.java
@@ -10,8 +10,11 @@
 import java.util.Arrays;
 import org.apache.jena.graph.Node;
 import org.apache.jena.sparql.core.Quad;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
 
 public class BGIndex {
+    private static final Logger logger = LoggerFactory.getLogger(BGIndex.class);
 
     private final BitPackedUnSignedLongBuffer B1, B2, B3;
     private final BitPackedUnSignedLongBuffer S1, S2, S3;
@@ -81,7 +84,7 @@ private class LevelState {
     }
 
     public BGIndex(HDF5Writer.Builder builder, PositionalDictionaryWriter dictWriter, Index type, Quad[] allQuads) {
-        System.out.println("Creating Index " + type);
+        logger.info("Creating index {}", type);
         this.type = type;
         String indexName = type.name();
         
@@ -144,9 +147,11 @@ private long computeMaxL0Id(PositionalDictionaryWriter w) {
     }
 
     private void processQuads(PositionalDictionaryWriter w, Quad[] allQuads) {
-        System.out.print("Sorting quads for " + type.name() + "... ");
+        // INFO bracketing: sorting millions of quads takes minutes with no other output.
+        logger.info("Sorting {} quads for {}...", allQuads.length, type.name());
+        long sortStart = System.nanoTime();
         Arrays.parallelSort(allQuads, type.getComparator());
-        System.out.println("done");
+        logger.info("Sorted {} in {} s", type.name(), (System.nanoTime() - sortStart) / 1_000_000_000L);
 
         LevelState l1 = new LevelState(), l2 = new LevelState(), l3 = new LevelState();
         Quad lastUnique = null;
@@ -160,7 +165,7 @@ private void processQuads(PositionalDictionaryWriter w, Quad[] allQuads) {
 
         for (Quad curr : allQuads) {
             if (++count % 1_000_000 == 0) {
-                System.out.println("  " + type.name() + " processed " + count + " / " + totalQuads + " quads...");
+                logger.info("{} processed {} / {} quads...", type.name(), count, totalQuads);
             }
             // 1. Duplicate Check
             if (lastUnique != null && 
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/writers/FCDWriter.java b/src/main/java/com/ebremer/beakgraph/hdf5/writers/FCDWriter.java
index f0eed63f..2876448c 100644
--- a/src/main/java/com/ebremer/beakgraph/hdf5/writers/FCDWriter.java
+++ b/src/main/java/com/ebremer/beakgraph/hdf5/writers/FCDWriter.java
@@ -12,7 +12,6 @@
 import java.io.IOException;
 import java.nio.charset.StandardCharsets;
 import java.nio.file.Path;
-import java.util.UUID;
 
 public class FCDWriter implements HDF5Buffer, AutoCloseable {
     private final int blockSize;
@@ -24,16 +23,21 @@ public class FCDWriter implements HDF5Buffer, AutoCloseable {
     private long numEntries = 0;
     private long position = 0;
     private final DataOutputBuffer offsets;
-    public final String ID = UUID.randomUUID().toString();
     private final BitPackedUnSignedLongBuffer compressed = new BitPackedUnSignedLongBuffer(Path.of("compressed"), null, 0, 1);
     private final StringUtils su = new StringUtils();
 
     public FCDWriter(Path path, int blockSize) throws FileNotFoundException {
+        if (blockSize < 2) {
+            // With blockSize 1 the add() block-head branch never closes a block:
+            // the offsets dataset would hold one entry total and FCDReader.get()
+            // for any later block reads past it. Fail construction loudly rather
+            // than write an unreadable dictionary.
+            throw new IllegalArgumentException("FCD blockSize must be >= 2, got " + blockSize);
+        }
         this.path = path;
         this.blockSize = blockSize;
         this.baos = new ByteArrayOutputStream();
         this.offsets = new DataOutputBuffer(Path.of("offsets"));
-        IO.println(path+"   "+ID);
     }
 
     private void writeFragment(byte[] data) throws IOException {
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/writers/HDF5Writer.java b/src/main/java/com/ebremer/beakgraph/hdf5/writers/HDF5Writer.java
index 87e8725f..2e4380ce 100644
--- a/src/main/java/com/ebremer/beakgraph/hdf5/writers/HDF5Writer.java
+++ b/src/main/java/com/ebremer/beakgraph/hdf5/writers/HDF5Writer.java
@@ -8,6 +8,10 @@
 import io.jhdf.WritableHdfFile;
 import io.jhdf.api.WritableGroup;
 import java.io.IOException;
+import java.nio.file.AtomicMoveNotSupportedException;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.nio.file.StandardCopyOption;
 import org.apache.jena.sparql.core.Quad;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
@@ -26,30 +30,52 @@ private HDF5Writer(Builder builder) {
 
     @Override
     public void write() throws IOException {
-        IO.println("Writing...");
-        PositionalDictionaryWriterBuilder db = new PositionalDictionaryWriterBuilder();
-        try (PositionalDictionaryWriter w = db
-                .setSource(builder.getSource())
-                .setDestination(builder.getDestination())
-                .setName("dictionary")
-                .setSpatial(builder.getSpatial())
-                .setFeatures(builder.getFeatures())
-                .build()) {
-            Quad[] allQuads = w.getQuads();
-            BGIndex gspo = new BGIndex(builder, w, Index.GSPO, allQuads);
-            BGIndex gpos = new BGIndex(builder, w, Index.GPOS, allQuads);
+        logger.info("Writing BeakGraph to {}", builder.getDestination());
+        Path dest = builder.getDestination().toPath();
+        // Build into a sibling temp file and swap it in only on success: a failed
+        // rebuild must never destroy a previous good artifact at dest (the old
+        // cleanup deleted dest even when the failure - a parse error, say -
+        // happened before a single byte was written), and readers never observe
+        // a half-written file at the published path.
+        Path tmp = dest.resolveSibling(dest.getFileName() + ".tmp");
+        try {
+            PositionalDictionaryWriterBuilder db = new PositionalDictionaryWriterBuilder();
+            try (PositionalDictionaryWriter w = db
+                    .setSource(builder.getSource())
+                    .setDestination(builder.getDestination())
+                    .setName(Params.DICTIONARY)
+                    .setSpatial(builder.getSpatial())
+                    .setFeatures(builder.getFeatures())
+                    .build()) {
+                Quad[] allQuads = w.getQuads();
+                BGIndex gspo = new BGIndex(builder, w, Index.GSPO, allQuads);
+                BGIndex gpos = new BGIndex(builder, w, Index.GPOS, allQuads);
 
-            IO.print("Creating HDF5 File..." + builder.getDestination() + "...");
-            try (WritableHdfFile hdfFile = HdfFile.write(builder.getDestination().toPath())) {
-                final WritableGroup hdt = hdfFile.putGroup(builder.getName());
-                hdt.putAttribute("numQuads", w.getNumberOfQuads());
-                hdt.putAttribute("formatVersion", Params.FORMAT_VERSION);
-                w.add(hdt);
-                gspo.add(hdt);
-                gpos.add(hdt);
+                logger.info("Creating HDF5 file {}", builder.getDestination());
+                try (WritableHdfFile hdfFile = HdfFile.write(tmp)) {
+                    final WritableGroup hdt = hdfFile.putGroup(builder.getName());
+                    hdt.putAttribute("numQuads", w.getNumberOfQuads());
+                    hdt.putAttribute("formatVersion", Params.FORMAT_VERSION);
+                    w.add(hdt);
+                    gspo.add(hdt);
+                    gpos.add(hdt);
+                }
             }
+            try {
+                Files.move(tmp, dest, StandardCopyOption.REPLACE_EXISTING, StandardCopyOption.ATOMIC_MOVE);
+            } catch (AtomicMoveNotSupportedException e) {
+                Files.move(tmp, dest, StandardCopyOption.REPLACE_EXISTING);
+            }
+        } catch (IOException | RuntimeException ex) {
+            // Only the temp file is ever cleaned up; dest is untouched on failure.
+            try {
+                Files.deleteIfExists(tmp);
+            } catch (IOException cleanup) {
+                logger.warn("Failed to remove temp output {}", tmp, cleanup);
+            }
+            throw ex;
         }
-        IO.println("Done.");
+        logger.info("Write complete: {}", builder.getDestination());
     }
 
     public static class Builder extends AbstractGraphBuilder<Builder> {
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/writers/MultiTypeDictionaryWriter.java b/src/main/java/com/ebremer/beakgraph/hdf5/writers/MultiTypeDictionaryWriter.java
index 768b4950..8962e022 100644
--- a/src/main/java/com/ebremer/beakgraph/hdf5/writers/MultiTypeDictionaryWriter.java
+++ b/src/main/java/com/ebremer/beakgraph/hdf5/writers/MultiTypeDictionaryWriter.java
@@ -14,6 +14,7 @@
 import io.jhdf.api.WritableGroup;
 import java.io.FileNotFoundException;
 import java.io.IOException;
+import java.io.UncheckedIOException;
 import java.nio.file.Path;
 import java.util.ArrayList;
 import java.util.Arrays;
@@ -22,9 +23,9 @@
 import java.util.List;
 import java.util.Set;
 import java.util.concurrent.atomic.AtomicLong;
-import java.util.logging.Level;
-import java.util.logging.Logger;
 import java.util.stream.Stream;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
 import static com.ebremer.beakgraph.utils.UTIL.isRelativeIRI;
 import org.apache.jena.graph.Node;
 import org.apache.jena.vocabulary.XSD;
@@ -35,7 +36,7 @@
  * * @author erbre
  */
 public class MultiTypeDictionaryWriter implements DictionaryWriter, Dictionary, AutoCloseable {
-    private static final Logger logger = Logger.getLogger(MultiTypeDictionaryWriter.class.getName());
+    private static final Logger logger = LoggerFactory.getLogger(MultiTypeDictionaryWriter.class);
     
     private final BitPackedUnSignedLongBuffer offsets;
     private final BitPackedUnSignedLongBuffer typedLiterals;
@@ -64,16 +65,18 @@ public class MultiTypeDictionaryWriter implements DictionaryWriter, Dictionary,
     
     protected MultiTypeDictionaryWriter(Builder builder) throws FileNotFoundException, IOException {
         this.name = builder.getName();
-        IO.println("Building Dictionary: " + name);
-        IO.println("Total Nodes        : " + builder.getNodes().size());
+        logger.info("Building dictionary '{}' ({} nodes)", name, builder.getNodes().size());
 
         Stats stats = builder.getStats();
         this.et = builder.getEnabledTypes();
 
         // --- STEP 1: Strict Total Ordering ---
-        System.out.print("Sorting nodes...");
+        // INFO bracketing: sorting tens of millions of nodes takes minutes with no
+        // other output - this is the writer's longest silent phase.
+        logger.info("Sorting {} nodes for dictionary '{}'...", builder.getNodes().size(), name);
+        long sortStart = System.nanoTime();
         sorted = NodeSorter.parallelSort(builder.getNodes());
-        System.out.println("Done.");
+        logger.info("Sorted dictionary '{}' in {} s", name, (System.nanoTime() - sortStart) / 1_000_000_000L);
 
         // --- STEP 2: Initialize Buffers ---
         // BitPackedUnSignedLongBuffer constructors do not throw; assign finals directly.
@@ -117,7 +120,8 @@ protected MultiTypeDictionaryWriter(Builder builder) throws FileNotFoundExceptio
                             fcdTLD.add(s);
                             dataTypesLookUp.put(s, fcdTLD.getNumEntries());
                         } catch (IOException ex) {
-                            logger.log(Level.SEVERE, "Failed to add datatype to dictionary", ex);
+                            // A missing datatype entry shifts every later datatype id.
+                            throw new UncheckedIOException("Failed to add datatype to dictionary: " + s, ex);
                         }
                     });
             }
@@ -171,7 +175,9 @@ protected MultiTypeDictionaryWriter(Builder builder) throws FileNotFoundExceptio
         try {
             close();
         } catch (Exception ex) {
-            logger.log(Level.SEVERE, "Error during dictionary buffer finalization", ex);
+            // A failed finalization means incomplete buffers; writing them out
+            // would produce a corrupt dictionary. Abort the build instead.
+            throw new IllegalStateException("Dictionary buffer finalization failed for '" + name + "'", ex);
         }
     }
 
@@ -198,7 +204,10 @@ else if (node.isURI()) {
                 if (literalsPresent) typedLiterals.writeLong(0);
                 if (langTags != null) langTags.writeLong(0);
             } catch (IOException ex) {
-                logger.log(Level.SEVERE, null, ex);
+                // Continuing after a failed iri.add() would leave the offsets and
+                // datatypes buffers one entry ahead of the IRI dictionary, silently
+                // corrupting every node after this one. Abort the build instead.
+                throw new UncheckedIOException("Failed to add IRI to dictionary: " + node, ex);
             }
         }
         else if (node.isLiteral()) {
@@ -209,36 +218,46 @@ else if (node.isLiteral()) {
                 String lang = node.getLiteralLanguage();
                 langTags.writeLong((lang == null || lang.isEmpty()) ? 0L : langLookUp.getOrDefault(lang, 0L));
             }
-            Object val = node.getLiteralValue();
-            if (dt.equals(XSD.xlong.getURI()) && longs != null) {
+            // An ill-typed literal ("abc"^^xsd:int) has no parseable value but is a
+            // valid RDF term: route it to the strings branch below (term-exact, with
+            // its datatype IRI) instead of aborting the build here. ProcessQuad
+            // counts those same terms toward numStrings, so the buffer exists.
+            Object val;
+            try {
+                val = node.getLiteralValue();
+            } catch (RuntimeException ex) {
+                val = null;
+            }
+            if (dt.equals(XSD.xlong.getURI()) && longs != null && val instanceof Number num) {
                 offsets.writeLong(longs.getNumEntries());
                 nativedatatypes.writeInteger(DataType.LONG.ordinal());
-                long l = (val instanceof Number n) ? n.longValue() : Long.parseLong(node.getLiteralLexicalForm());
-                longs.writeLong(l);
+                longs.writeLong(num.longValue());
             }
-            else if (dt.equals(XSD.xint.getURI()) && integers != null) {
+            else if (dt.equals(XSD.xint.getURI()) && integers != null && val instanceof Number num) {
                 // Only xsd:int is bit-packed (32-bit). xsd:integer is unbounded and is
                 // stored via the strings branch below so its value and datatype survive.
                 offsets.writeLong(integers.getNumEntries());
                 nativedatatypes.writeInteger(DataType.INTEGER.ordinal());
-                int i = (val instanceof Number n) ? n.intValue() : Integer.parseInt(node.getLiteralLexicalForm());
-                integers.writeInteger(i);
+                integers.writeInteger(num.intValue());
             }
-            else if (dt.equals(XSD.xdouble.getURI()) && doubles != null) {
+            else if (dt.equals(XSD.xdouble.getURI()) && doubles != null && val instanceof Number num) {
                 offsets.writeLong(doubles.getNumEntries());
                 nativedatatypes.writeInteger(DataType.DOUBLE.ordinal());
                 try {
-                    double d = (val instanceof Number n) ? n.doubleValue() : Double.parseDouble(node.getLiteralLexicalForm());
-                    doubles.writeDouble(d);
-                } catch (IOException ex) { logger.log(Level.SEVERE, null, ex); }
+                    doubles.writeDouble(num.doubleValue());
+                } catch (IOException ex) {
+                    // See the IRI case: a skipped value desynchronises the dictionary.
+                    throw new UncheckedIOException("Failed to add double literal to dictionary", ex);
+                }
             }
-            else if (dt.equals(XSD.xfloat.getURI()) && floats != null) {
+            else if (dt.equals(XSD.xfloat.getURI()) && floats != null && val instanceof Number num) {
                 offsets.writeLong(floats.getNumEntries());
                 nativedatatypes.writeInteger(DataType.FLOAT.ordinal());
                 try {
-                    float f = (val instanceof Number n) ? n.floatValue() : Float.parseFloat(node.getLiteralLexicalForm());
-                    floats.writeFloat(f);
-                } catch (IOException ex) { logger.log(Level.SEVERE, null, ex); }
+                    floats.writeFloat(num.floatValue());
+                } catch (IOException ex) {
+                    throw new UncheckedIOException("Failed to add float literal to dictionary", ex);
+                }
             }
             else if (strings != null) {
                 // Fallback for strings, booleans, dates, and custom types
@@ -247,7 +266,9 @@ else if (strings != null) {
                 nativedatatypes.writeInteger(DataType.STRING.ordinal());
                 try {
                     strings.add(lex);
-                } catch (IOException ex) { logger.log(Level.SEVERE, null, ex); }
+                } catch (IOException ex) {
+                    throw new UncheckedIOException("Failed to add string literal to dictionary", ex);
+                }
             }
             else {
                 // Unreachable in normal operation: every string-stored datatype is
@@ -261,7 +282,17 @@ else if (strings != null) {
                   + "refusing to write a misaligned dictionary entry.");
             }
         }
-        cc.incrementAndGet();
+        else {
+            // A node that is neither blank, URI nor literal (e.g. an RDF-star triple
+            // term) would write NO buffer entries at all, leaving offsets/datatypes
+            // one entry short of the sorted node list - every id after it silently
+            // shifts. Fail the build loudly instead.
+            throw new IllegalStateException("Unsupported node kind in dictionary '" + name + "': " + node);
+        }
+        long c = cc.incrementAndGet();
+        if (c % 1_000_000 == 0) {
+            logger.info("Dictionary '{}': encoded {} / {} nodes", name, c, sorted.size());
+        }
     }
 
     @Override
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/writers/PositionalDictionaryWriter.java b/src/main/java/com/ebremer/beakgraph/hdf5/writers/PositionalDictionaryWriter.java
index b34b033e..79f4e2d0 100644
--- a/src/main/java/com/ebremer/beakgraph/hdf5/writers/PositionalDictionaryWriter.java
+++ b/src/main/java/com/ebremer/beakgraph/hdf5/writers/PositionalDictionaryWriter.java
@@ -19,12 +19,15 @@
 import java.util.stream.Stream;
 import org.apache.jena.graph.Node;
 import org.apache.jena.sparql.core.Quad;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
 
 /**
  * Monolithic Entity Dictionary with Columnar ID lists for Graphs, Subjects, and Objects.
  * @author Erich Bremer
  */
 public class PositionalDictionaryWriter implements GSPODictionary, AutoCloseable, DictionaryWriter {
+    private static final Logger logger = LoggerFactory.getLogger(PositionalDictionaryWriter.class);
     private final DictionaryWriter entitiesdict;
     private final DictionaryWriter predicatesdict;
     private final DictionaryWriter literalsdict;    
@@ -44,7 +47,7 @@ public PositionalDictionaryWriter(PositionalDictionaryWriterBuilder builder) thr
         this.quads = builder.getQuads();
         
         Stats stats = builder.getStats();
-        IO.println(stats);
+        logger.debug("{}", stats);
         
         // 1. Build the Monolithic Entity Dictionary (G, S, O URIs + BNodes)
         entitiesdict = new MultiTypeDictionaryWriter.Builder()
@@ -85,7 +88,7 @@ public PositionalDictionaryWriter(PositionalDictionaryWriterBuilder builder) thr
         this.objects = new BitPackedUnSignedLongBuffer(Path.of("objects"), null, 0, oBits);
 
         // 5. Populate ID lists from the unique sets collected by the Builder
-        System.out.println("Populating columnar ID lists with unique entities...");
+        logger.info("Populating columnar ID lists...");
         ArrayList<Node> src = parallelSort(builder.getUniqueGraphs());
         for (Node n : src) {
             graphs.writeLong(locateGraph(n));
@@ -103,6 +106,7 @@ public PositionalDictionaryWriter(PositionalDictionaryWriterBuilder builder) thr
         graphs.prepareForReading();
         subjects.prepareForReading();
         objects.prepareForReading();
+        logger.info("Columnar ID lists populated");
     }
     
     private static ArrayList<Node> parallelSort(Set<Node> nodes) {
@@ -179,8 +183,12 @@ public void add(WritableGroup group) {
         if (predicatesdict.getNumberOfNodes() > 0) predicatesdict.add(dictionary);
         if (literalsdict.getNumberOfNodes() > 0) literalsdict.add(dictionary);
         
-        // Add columnar ID lists
-        if (numQuads > 0) {
+        // Add columnar ID lists whenever any quads are stored. Gating on the
+        // SOURCE quad count (numQuads) left an empty-source file internally
+        // inconsistent: the always-written VoID metadata graph was present in the
+        // indexes, but with no graphs list, containsGraph answered false and ARQ
+        // refused to execute GRAPH queries against rows that are demonstrably there.
+        if (graphs.getNumEntries() > 0) {
             graphs.add(dictionary);
             subjects.add(dictionary);
             objects.add(dictionary);
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/writers/PositionalDictionaryWriterBuilder.java b/src/main/java/com/ebremer/beakgraph/hdf5/writers/PositionalDictionaryWriterBuilder.java
index 6e99fc3b..48b1986a 100644
--- a/src/main/java/com/ebremer/beakgraph/hdf5/writers/PositionalDictionaryWriterBuilder.java
+++ b/src/main/java/com/ebremer/beakgraph/hdf5/writers/PositionalDictionaryWriterBuilder.java
@@ -29,6 +29,7 @@
 import org.apache.jena.irix.IRIx;
 import org.apache.jena.rdf.model.Model;
 import org.apache.jena.riot.Lang;
+import org.apache.jena.riot.RDFLanguages;
 import org.apache.jena.riot.lang.LabelToNode;
 import org.apache.jena.riot.system.AsyncParser;
 import org.apache.jena.riot.system.AsyncParserBuilder;
@@ -38,6 +39,7 @@
 import org.locationtech.jts.geom.Envelope;
 import org.locationtech.jts.geom.GeometryFactory;
 import org.locationtech.jts.geom.Polygon;
+import org.locationtech.jts.geom.Polygonal;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 import static com.ebremer.beakgraph.Params.BGVOID;
@@ -122,17 +124,21 @@ public class PositionalDictionaryWriterBuilder {
         NodeFactory.createURI("https://halcyon.is/ns/asWKT12"), NodeFactory.createURI("https://halcyon.is/ns/asWKT13"),
         NodeFactory.createURI("https://halcyon.is/ns/asWKT14")
     };
-    private static final Node[] hilbertCorner = {
-        NodeFactory.createURI("https://halcyon.is/ns/hilbertCorner0"), NodeFactory.createURI("https://halcyon.is/ns/hilbertCorner1"),
-        NodeFactory.createURI("https://halcyon.is/ns/hilbertCorner2"), NodeFactory.createURI("https://halcyon.is/ns/hilbertCorner3"),
-        NodeFactory.createURI("https://halcyon.is/ns/hilbertCorner4"), NodeFactory.createURI("https://halcyon.is/ns/hilbertCorner5"),
-        NodeFactory.createURI("https://halcyon.is/ns/hilbertCorner6"), NodeFactory.createURI("https://halcyon.is/ns/hilbertCorner7"),
-        NodeFactory.createURI("https://halcyon.is/ns/hilbertCorner8"), NodeFactory.createURI("https://halcyon.is/ns/hilbertCorner9"),
-        NodeFactory.createURI("https://halcyon.is/ns/hilbertCorner10"), NodeFactory.createURI("https://halcyon.is/ns/hilbertCorner11"),
-        NodeFactory.createURI("https://halcyon.is/ns/hilbertCorner12"), NodeFactory.createURI("https://halcyon.is/ns/hilbertCorner13"),
-        NodeFactory.createURI("https://halcyon.is/ns/hilbertCorner14")
-    };
-    
+    /**
+     * Spatial index entry parameters. Each geometry part's bbox is covered by
+     * whole Hilbert cells at the coarsest scale where the cover holds at most
+     * {@link #MAX_INDEX_CELLS} cells, stored as hal:hilbertCell{scale} values.
+     * The query side covers ITS bbox with ranges at every scale using the same
+     * floor snapping (see SpatialIndexIterator), so any bbox overlap shares a
+     * cell at the stored scale: candidates have no false negatives, and the
+     * sfIntersects filter - which the rewrite no longer removes from the plan -
+     * eliminates the false positives with real JTS geometry.
+     */
+    public static final String HILBERT_CELL_NS = "https://halcyon.is/ns/hilbertCell";
+    public static final int MAX_INDEX_CELLS = 16;
+    public static final int MAX_INDEX_SCALE = 30;
+
+
     private BGVoIDSD xvoid = new BGVoIDSD("https://ebremer.com/void/");
     
     public File getDestination() { return dest; }
@@ -206,68 +212,137 @@ private List<Node> generateGridURNs(Polygon polygon, int resolutionLevel) {
         return intersectingURNs;
     }
     
-    private boolean isDegeneratePolygon(String wkt) {
-        try {
-            Geometry g = new WKTReader().read(wkt);
-            if (!(g instanceof Polygon p)) return false;
-            return p.getExteriorRing().getNumPoints() < 4;
-        } catch (Exception e) {
-            return true;
-        }
-    }
-
     private ArrayList<Quad> addSpatial(Quad quad) {
         final ArrayList<Quad> qqq = new ArrayList<>();
         // The GeoSPARQL-standard "<crs-uri> WKT" form must be indexed too: strip the
-        // prefix once here so the degeneracy check and the scaler both see plain WKT
+        // prefix once here so the parser and the scaler both see plain WKT
         // (previously such geometries failed the parse and were silently dropped).
         String wkt = ImageTools.stripCrs(quad.getObject().getLiteralLexicalForm());
-        if (isDegeneratePolygon(wkt)) {
-            IO.println("Degenerate Polygon : "+wkt);
-            return qqq;
-        }
-        final Polygon[] scales;        
-        scales = PolygonScaler.toPolygons(wkt);
         if (features) {
-            addFeatures(qqq, quad);
+            // Same containment as the geometry block below: feature generation runs
+            // inside the spatial task, so anything escaping here feeds Future.get()
+            // and fails the whole write over one bad geometry.
+            try {
+                addFeatures(qqq, quad, wkt);
+            } catch (Exception ex) {
+                logger.warn("Failed to generate features for {}: {}", quad.getSubject(), ex.toString());
+            }
         }
+        // Everything geometry-related sits inside the catch-all below: a single bad
+        // geometry must never abort the build (these tasks feed Future.get(), whose
+        // ExecutionException would otherwise fail the whole write).
         try {
-            if (scales == null) {
+            // Index EVERY polygonal part: MULTIPOLYGON members each get their own
+            // pyramid and corner entries (indexing only the first part made the
+            // others unfindable). Non-areal members (POINT, LINESTRING) are indexed
+            // via their expanded envelopes - PER MEMBER, not only as a fallback
+            // when no polygon exists: in a mixed GEOMETRYCOLLECTION the point/line
+            // members next to a polygon member were silently unindexed, invisible
+            // to every spatial query.
+            Geometry g = new WKTReader().read(wkt);
+            if (g.isEmpty()) {
                 return qqq;
             }
-            final String[] wktScales = PolygonScaler.toWKT(scales);
-            for (int s=0; s<Math.min(scales.length, asWKT.length); s++) {
-                List<Node> tiles = generateGridURNs(scales[s],s);
-                try {
-                    for (int ii=0; ii<tiles.size(); ii++) {
-                        qqq.add( Quad.create(tiles.get(ii), quad.getSubject(), asWKT[s], NodeFactory.createLiteralDT(wktScales[s], WKTDatatype.INSTANCE)));
-                    }            
-                } catch (Exception ex) {
-                    logger.error("Failed to add spatial tile quads for {}", wkt, ex);
-                }
-                long[] corners = HilbertSpace.getBoundingBoxHilbertIndices(scales[s]);
-                try {                
-                    qqq.add(Quad.create(Params.SPATIAL, quad.getSubject(), hilbertCorner[s], NodeFactory.createLiteralByValue(corners[0])));
-                    qqq.add(Quad.create(Params.SPATIAL, quad.getSubject(), hilbertCorner[s], NodeFactory.createLiteralByValue(corners[1])));
-                    qqq.add(Quad.create(Params.SPATIAL, quad.getSubject(), hilbertCorner[s], NodeFactory.createLiteralByValue(corners[2])));
-                    qqq.add(Quad.create(Params.SPATIAL, quad.getSubject(), hilbertCorner[s], NodeFactory.createLiteralByValue(corners[3])));          
-                    qqq.add(Quad.create(Params.SPATIAL, quad.getSubject(), asWKT[s], NodeFactory.createLiteralDT(wktScales[s], WKTDatatype.INSTANCE)) );
-                } catch (IllegalArgumentException ex) {
-                    logger.error("Bad polygon, skipping hilbert corners for {}", wkt, ex);
-                    return qqq;
-                } catch (Exception ex) {
-                    logger.error("Failed to add hilbert corner quads for {}", wkt, ex);
+            List<Polygon> parts = new ArrayList<>(ImageTools.wktToPolygons(wkt));
+            GeometryFactory gf = new GeometryFactory();
+            for (int i = 0; i < g.getNumGeometries(); i++) {
+                Geometry member = g.getGeometryN(i);
+                if (!(member instanceof Polygonal) && !member.isEmpty()) {
+                    Envelope env = member.getEnvelopeInternal();
+                    env.expandBy(0.5); // a point/degenerate envelope still needs area
+                    parts.add((Polygon) gf.toGeometry(env));
                 }
             }
+            for (Polygon part : parts) {
+                addSpatialIndexCells(qqq, quad, part);
+                addSpatialScales(qqq, quad, wkt, PolygonScaler.toPolygons(part));
+            }
         } catch (Exception ex) {
-            logger.error("Failed to add spatial data for {}", wkt, ex);
+            // Expected data condition (pathology exports contain degenerate
+            // geometries such as two-point rings): one line per skip, no stack -
+            // a slide can contain thousands of these.
+            logger.warn("Skipping spatial indexing for {}: {} ({})",
+                    quad.getSubject(), ex.toString(), abbrevWkt(wkt));
         }
         return qqq;
     }
+
+    private void addSpatialScales(ArrayList<Quad> qqq, Quad quad, String wkt, Polygon[] scales) {
+        if (scales == null) {
+            return;
+        }
+        final String[] wktScales = PolygonScaler.toWKT(scales);
+        for (int s=0; s<Math.min(scales.length, asWKT.length); s++) {
+            List<Node> tiles = generateGridURNs(scales[s],s);
+            try {
+                for (int ii=0; ii<tiles.size(); ii++) {
+                    qqq.add( Quad.create(tiles.get(ii), quad.getSubject(), asWKT[s], NodeFactory.createLiteralDT(wktScales[s], WKTDatatype.INSTANCE)));
+                }
+            } catch (Exception ex) {
+                logger.error("Failed to add spatial tile quads for {}", abbrevWkt(wkt), ex);
+            }
+            try {
+                qqq.add(Quad.create(Params.SPATIAL, quad.getSubject(), asWKT[s], NodeFactory.createLiteralDT(wktScales[s], WKTDatatype.INSTANCE)) );
+            } catch (Exception ex) {
+                logger.error("Failed to add scaled WKT quad for {}", abbrevWkt(wkt), ex);
+            }
+        }
+    }
+
+    /**
+     * Emits this part's recall-safe spatial index entries: the Hilbert indices of
+     * every whole cell covering its bbox, at the coarsest scale where that cover
+     * is at most {@link #MAX_INDEX_CELLS} cells. Cell coordinates use floor
+     * snapping - the query side MUST snap identically or shared cells are missed.
+     */
+    private void addSpatialIndexCells(ArrayList<Quad> qqq, Quad quad, Polygon part) {
+        Envelope env = part.getEnvelopeInternal();
+        // The Hilbert domain is [0, 2^31), so bboxes are CLAMPED into it - never
+        // skipped, never allowed to alias (the curve masks out-of-range bits).
+        // Clamping is a monotone projection applied identically on the query
+        // side, so overlapping boxes still overlap after it and recall is
+        // preserved; out-of-domain geometry just indexes coarsely at the domain
+        // edge cells (false positives there are killed by the sfIntersects
+        // verification on the exact original WKT). Skipping fully-negative
+        // geometry instead made it unfindable by ANY query.
+        long minX = HilbertSpace.clampToDomain((long) Math.floor(env.getMinX()));
+        long maxX = HilbertSpace.clampToDomain((long) Math.floor(env.getMaxX()));
+        long minY = HilbertSpace.clampToDomain((long) Math.floor(env.getMinY()));
+        long maxY = HilbertSpace.clampToDomain((long) Math.floor(env.getMaxY()));
+        int s = 0;
+        while (s < MAX_INDEX_SCALE && cellCount(minX, maxX, minY, maxY, s) > MAX_INDEX_CELLS) {
+            s++;
+        }
+        long cell = 1L << s;
+        Node pred = NodeFactory.createURI(HILBERT_CELL_NS + s);
+        HashSet<Long> cells = new HashSet<>();
+        for (long x = Math.floorDiv(minX, cell); x <= Math.floorDiv(maxX, cell); x++) {
+            for (long y = Math.floorDiv(minY, cell); y <= Math.floorDiv(maxY, cell); y++) {
+                cells.add(HilbertSpace.hc.index(new long[]{x, y}));
+            }
+        }
+        for (Long c : cells) {
+            qqq.add(Quad.create(Params.SPATIAL, quad.getSubject(), pred, NodeFactory.createLiteralByValue((long) c)));
+        }
+    }
+
+    private static long cellCount(long minX, long maxX, long minY, long maxY, int s) {
+        long cell = 1L << s;
+        long nx = Math.floorDiv(maxX, cell) - Math.floorDiv(minX, cell) + 1;
+        long ny = Math.floorDiv(maxY, cell) - Math.floorDiv(minY, cell) + 1;
+        return nx * ny;
+    }
+
+    private static String abbrevWkt(String wkt) {
+        return (wkt != null && wkt.length() > 200) ? wkt.substring(0, 200) + "..." : wkt;
+    }
     
-    private void addFeatures(ArrayList<Quad> qqq, Quad quad) {
+    // Takes the CRS-stripped WKT computed once in addSpatial: re-reading the raw
+    // lexical form here made JTS throw on every "<crs-uri> WKT"-form literal, so
+    // CRS-prefixed geometries silently got no derived features while identical
+    // unprefixed ones did.
+    private void addFeatures(ArrayList<Quad> qqq, Quad quad, String wkt) {
         Node geo = quad.getSubject();
-        String wkt = quad.getObject().getLiteralLexicalForm();
         Gen2DFeatures.generate(qqq, geo, wkt);
         MajorMinor.add(qqq, geo, wkt);
     }
@@ -390,6 +465,26 @@ private Quad canonicalizeNumericObject(Quad quad) {
         }
     }
 
+    /**
+     * getLiteralValue(), or null for an ill-typed literal ("abc"^^xsd:int). RDF
+     * permits such terms and parsers accept them with a warning; they are counted
+     * toward (and stored via) the lexical strings path instead of aborting the
+     * whole build on a DatatypeFormatException.
+     */
+    private static Object literalValueOrNull(Node o) {
+        try {
+            return o.getLiteralValue();
+        } catch (RuntimeException e) {
+            return null;
+        }
+    }
+
+    private void countStringStored(String lex) {
+        this.stats.longestStringLength = Math.max(this.stats.longestStringLength, lex.length());
+        this.stats.shortestStringLength = Math.min(this.stats.shortestStringLength, lex.length());
+        this.stats.numStrings++;
+    }
+
     private void ProcessQuad(Quad quad) {
         Node g = quad.getGraph();
         Node s = quad.getSubject();
@@ -413,6 +508,11 @@ private void ProcessQuad(Quad quad) {
                 stats.numBlankNodes++;
             } else if (s.isURI()) {
                 stats.numIRI++;
+            } else {
+                // Same guard as the graph and object positions: any other node kind
+                // (e.g. a triple term) writes no dictionary entry and silently
+                // desynchronizes every id after it. Fail the build loudly instead.
+                throw new IllegalStateException("Unexpected subject node type (not URI or blank): " + s);
             }
             entities.add(s);
         }
@@ -425,43 +525,49 @@ private void ProcessQuad(Quad quad) {
                 String dt = o.getLiteralDatatypeURI();
                 dataTypes.add(dt);
                 if (dt.equals(XSD.xlong.getURI())) {
-                    Number n = (Number) o.getLiteralValue();
-                    this.stats.maxLong = Math.max(this.stats.maxLong, n.longValue());
-                    this.stats.minLong = Math.min(this.stats.minLong, n.longValue());
-                    this.stats.numLong++;
+                    if (literalValueOrNull(o) instanceof Number n) {
+                        this.stats.maxLong = Math.max(this.stats.maxLong, n.longValue());
+                        this.stats.minLong = Math.min(this.stats.minLong, n.longValue());
+                        this.stats.numLong++;
+                    } else {
+                        countStringStored(o.getLiteralLexicalForm()); // ill-typed: strings path
+                    }
                 } else if (dt.equals(XSD.xint.getURI())) {
                     // Only xsd:int (32-bit bounded) is bit-packed here. xsd:integer is
                     // unbounded, so it is handled by the string fallback below instead;
                     // bit-packing it would truncate large values and change the datatype
                     // to xsd:int on read-back.
-                    Number n = (Number) o.getLiteralValue();
-                    this.stats.maxInteger = Math.max(this.stats.maxInteger, n.intValue());
-                    this.stats.minInteger = Math.min(this.stats.minInteger, n.intValue());
-                    this.stats.numInteger++;
+                    if (literalValueOrNull(o) instanceof Number n) {
+                        this.stats.maxInteger = Math.max(this.stats.maxInteger, n.intValue());
+                        this.stats.minInteger = Math.min(this.stats.minInteger, n.intValue());
+                        this.stats.numInteger++;
+                    } else {
+                        countStringStored(o.getLiteralLexicalForm()); // ill-typed: strings path
+                    }
                 } else if (dt.equals(XSD.xfloat.getURI())) {
-                    Number n = (Number) o.getLiteralValue();
-                    this.stats.maxFloat = Math.max(this.stats.maxFloat, n.floatValue());
-                    this.stats.minFloat = Math.min(this.stats.minFloat, n.floatValue());
-                    this.stats.numFloat++;
+                    if (literalValueOrNull(o) instanceof Number n) {
+                        this.stats.maxFloat = Math.max(this.stats.maxFloat, n.floatValue());
+                        this.stats.minFloat = Math.min(this.stats.minFloat, n.floatValue());
+                        this.stats.numFloat++;
+                    } else {
+                        countStringStored(o.getLiteralLexicalForm()); // ill-typed: strings path
+                    }
                 } else if (dt.equals(XSD.xdouble.getURI())) {
-                    Number n = (Number) o.getLiteralValue();
-                    this.stats.maxDouble = Math.max(this.stats.maxDouble, n.doubleValue());
-                    this.stats.minDouble = Math.min(this.stats.minDouble, n.doubleValue());
-                    this.stats.numDouble++;
+                    if (literalValueOrNull(o) instanceof Number n) {
+                        this.stats.maxDouble = Math.max(this.stats.maxDouble, n.doubleValue());
+                        this.stats.minDouble = Math.min(this.stats.minDouble, n.doubleValue());
+                        this.stats.numDouble++;
+                    } else {
+                        countStringStored(o.getLiteralLexicalForm()); // ill-typed: strings path
+                    }
                 } else if (dt.equals(XSD.xstring.getURI()) || dt.equals(GEO.wktLiteral.getURI()) || dt.equals(XSD.xboolean.getURI()) || dt.equals(RDF.langString.getURI())) {
                     // rdf:langString shares the strings buffer; its language tag is
                     // stored separately by MultiTypeDictionaryWriter (langs/langTags).
-                    String wow = (String) o.getLiteralLexicalForm();
-                    this.stats.longestStringLength = Math.max(this.stats.longestStringLength, wow.length());
-                    this.stats.shortestStringLength = Math.min(this.stats.shortestStringLength, wow.length());
-                    this.stats.numStrings++;
+                    countStringStored(o.getLiteralLexicalForm());
                 } else if (dt.equals(XSD.dateTime.getURI())) {
-                    String lex = o.getLiteralLexicalForm(); 
+                    String lex = o.getLiteralLexicalForm();
                     int t = lex.indexOf('T');
-                    String wow = (t > 0) ? lex.substring(0, t) : lex;
-                    this.stats.longestStringLength = Math.max(this.stats.longestStringLength, wow.length());
-                    this.stats.shortestStringLength = Math.min(this.stats.shortestStringLength, wow.length());
-                    this.stats.numStrings++;
+                    countStringStored((t > 0) ? lex.substring(0, t) : lex);
                 } else {
                     // Any other datatype (xsd:integer, xsd:decimal, xsd:date, custom
                     // datatypes, ...) is stored verbatim in the strings buffer by
@@ -469,13 +575,10 @@ private void ProcessQuad(Quad quad) {
                     // toward numStrings so that buffer is always allocated; otherwise the
                     // writer would have nowhere to put it and would drop the node,
                     // desynchronising the offset/datatype buffers and corrupting the dictionary.
-                    String wow = o.getLiteralLexicalForm();
-                    this.stats.longestStringLength = Math.max(this.stats.longestStringLength, wow.length());
-                    this.stats.shortestStringLength = Math.min(this.stats.shortestStringLength, wow.length());
-                    this.stats.numStrings++;
+                    countStringStored(o.getLiteralLexicalForm());
                 }
                 literals.add(o);
-            }                  
+            }
         } else {
             if (!entities.contains(o)) {
                 if (o.isBlank()) {
@@ -496,12 +599,21 @@ public PositionalDictionaryWriter build() throws IOException {
         try (InputStream xis = src.toString().endsWith(".gz")
                 ? new GZIPInputStream(new FileInputStream(src))
                 : new FileInputStream(src)) {
+            // Detect the syntax from the file name (TriG, N-Quads, N-Triples,
+            // Turtle, ...; .gz handled) instead of hardcoding Turtle: this is a
+            // quad store, and named graphs can only arrive through a quad-capable
+            // syntax.
+            String fname = src.getName();
+            if (fname.endsWith(".gz")) {
+                fname = fname.substring(0, fname.length() - 3);
+            }
+            Lang lang = RDFLanguages.filenameToLang(fname, Lang.TURTLE);
             // Parse relative references against a stable sentinel base so they
             // resolve deterministically (not against the process working
             // directory). The relativize() step below strips the sentinel back
             // off; the relative form is resolved at query time against the URL
             // the .h5 file is served from.
-            AsyncParserBuilder parserBuilder = AsyncParser.of(xis, Lang.TURTLE, REL_BASE);
+            AsyncParserBuilder parserBuilder = AsyncParser.of(xis, lang, REL_BASE);
             parserBuilder.mutateSources(rdfBuilder ->
                     rdfBuilder.labelToNode(LabelToNode.createUseLabelAsGiven()));
             final List<Future<ArrayList<Quad>>> spatialTasks = new ArrayList<>();
@@ -520,7 +632,7 @@ public PositionalDictionaryWriter build() throws IOException {
                     .forEach(quad -> {
                         quadcount.incrementAndGet();
                         if (quadcount.get() % 100_000 == 0) {
-                            System.out.println("Loaded " + quadcount.get() + " quads...");
+                            logger.info("Loaded {} quads...", quadcount.get());
                         }
                         quadslist.add(quad);
                         // Let an invalid quad abort the write rather than silently skipping
@@ -583,7 +695,7 @@ public PositionalDictionaryWriter build() throws IOException {
         this.numQuads = quadcount.get();
         this.quads = quadslist.toArray(Quad[]::new);
         quadslist.clear();
-        System.out.println("Dictionary created. Total Quads: " + this.numQuads);
+        logger.info("Dictionary created. Total quads: {}", this.numQuads);
         return new PositionalDictionaryWriter(this);
     }
 
diff --git a/src/main/java/com/ebremer/beakgraph/lws/LWSMetadataGenerator.java b/src/main/java/com/ebremer/beakgraph/lws/LWSMetadataGenerator.java
index d7e25810..e135be2a 100644
--- a/src/main/java/com/ebremer/beakgraph/lws/LWSMetadataGenerator.java
+++ b/src/main/java/com/ebremer/beakgraph/lws/LWSMetadataGenerator.java
@@ -43,7 +43,8 @@ public static void main(String[] args) {
             writeModelToGZ(model, outputPath);
             System.out.println("Metadata successfully written to " + outputPath.toAbsolutePath());
         } catch (IOException e) {
-            e.printStackTrace();
+            System.err.println("Failed to generate LWS metadata: " + e.getMessage());
+            System.exit(1);
         }
     }
 
@@ -71,6 +72,13 @@ public static Model generateLWSModel(Path rootPath) throws IOException {
 
             @Override
             public FileVisitResult visitFile(Path file, BasicFileAttributes attrs) {
+                // Never index the metadata cache itself: on regeneration the previous
+                // beakgraph.ttl.gz would become a listed DataResource, making the raw
+                // model - including the owl:sameAs file:/// server paths the servlet
+                // exists to withhold - downloadable by any client.
+                if (CACHE_FILE_NAME.equals(file.getFileName().toString())) {
+                    return FileVisitResult.CONTINUE;
+                }
                 String httpUri = toHttpUri(rootPath, file);
                 processResource(model, httpUri, file, attrs, dataType, mediaType, size, modified);
                 linkToParent(model, rootPath, file, items, totalItems);
diff --git a/src/main/java/com/ebremer/beakgraph/pool/BeakGraphKeyedPool.java b/src/main/java/com/ebremer/beakgraph/pool/BeakGraphKeyedPool.java
index 1872d5b9..9f0df5bc 100644
--- a/src/main/java/com/ebremer/beakgraph/pool/BeakGraphKeyedPool.java
+++ b/src/main/java/com/ebremer/beakgraph/pool/BeakGraphKeyedPool.java
@@ -19,13 +19,18 @@ public BeakGraphKeyedPool(BeakGraphPoolFactory factory, BeakGraphKeyedPoolConfig
     
     @Override
     public BeakGraph borrowObject(final URI key) throws Exception {
-        logger.trace("borrowObject {}\n{}", key, getStatus());
+        // getStatus() takes five pool-lock metrics; only pay for it when TRACE is on.
+        if (logger.isTraceEnabled()) {
+            logger.trace("borrowObject {}\n{}", key, getStatus());
+        }
         return super.borrowObject(key);
     }
-    
+
     @Override
     public void returnObject(final URI key, final BeakGraph reader) {
-        logger.trace("returnObject {}\n{}", key, getStatus());
+        if (logger.isTraceEnabled()) {
+            logger.trace("returnObject {}\n{}", key, getStatus());
+        }
         super.returnObject(key, reader);
     }
     
diff --git a/src/main/java/com/ebremer/beakgraph/pool/BeakGraphPool.java b/src/main/java/com/ebremer/beakgraph/pool/BeakGraphPool.java
index e37a6e03..97b6242e 100644
--- a/src/main/java/com/ebremer/beakgraph/pool/BeakGraphPool.java
+++ b/src/main/java/com/ebremer/beakgraph/pool/BeakGraphPool.java
@@ -15,8 +15,12 @@ private static class Holder {
         private static final BeakGraphKeyedPool INSTANCE;
         static {
             BeakGraphKeyedPoolConfig<BeakGraph> config = new BeakGraphKeyedPoolConfig<>();
-            config.setMaxTotalPerKey(100);
-            config.setMaxTotal(200);
+            // A reader is safe for concurrent use (absolute buffer reads throughout),
+            // so extra instances per file mostly multiply memory: each holds mapped
+            // buffers, a tiered node index and two 1M-entry caches. Two per key
+            // covers validation-replacement; the old 100/key invited OOM.
+            config.setMaxTotalPerKey(2);
+            config.setMaxTotal(64);
             config.setMinIdlePerKey(0);
             config.setTestOnBorrow(true);
             config.setMaxWait(Duration.ofMillis(60000));
diff --git a/src/main/java/com/ebremer/beakgraph/pool/BeakGraphPoolFactory.java b/src/main/java/com/ebremer/beakgraph/pool/BeakGraphPoolFactory.java
index 05e73473..59449432 100644
--- a/src/main/java/com/ebremer/beakgraph/pool/BeakGraphPoolFactory.java
+++ b/src/main/java/com/ebremer/beakgraph/pool/BeakGraphPoolFactory.java
@@ -24,7 +24,13 @@ public BeakGraphPoolFactory() {}
     public BeakGraph create(URI uri) throws Exception {
         logger.trace("Creating BeakGraph {}", uri);
         HDF5Reader reader = new HDF5Reader(new File(uri));
-        return new BeakGraph(reader, uri, null);
+        try {
+            return new BeakGraph(reader, uri, null);
+        } catch (RuntimeException | Error e) {
+            // Release the mapped file if wrapping fails - a leaked reader pins it.
+            try { reader.close(); } catch (Exception ignore) {}
+            throw e;
+        }
     }
     
     @Override
@@ -36,10 +42,27 @@ public PooledObject<BeakGraph> wrap(BeakGraph value) {
      * Without this override, BaseKeyedPooledObjectFactory.validateObject always
      * returns true and setTestOnBorrow(true) validates nothing - an instance whose
      * reader was closed (poisoned) would be re-issued and fail on first use.
+     * The probe additionally touches REAL mapped data, not just the open flag:
+     * a reader whose backing file was replaced or truncated underneath stays
+     * "open" but throws on access, and an isOpen-only check re-issued it to
+     * every borrower forever.
      */
     @Override
     public boolean validateObject(URI uri, PooledObject<BeakGraph> p) {
-        return p.getObject().getReader().isOpen();
+        BeakGraph bg = p.getObject();
+        if (!bg.getReader().isOpen()) {
+            return false;
+        }
+        try {
+            var predicates = bg.getReader().getDictionary().getPredicates();
+            if (predicates.getNumberOfNodes() > 0) {
+                predicates.extract(1);
+            }
+            return true;
+        } catch (RuntimeException | Error e) {
+            logger.warn("Pooled BeakGraph for {} failed data-access validation; discarding", uri, e);
+            return false;
+        }
     }
 
     @Override
diff --git a/src/main/java/com/ebremer/beakgraph/turbo/Intersects.java b/src/main/java/com/ebremer/beakgraph/turbo/Intersects.java
index a5a3c59b..e86d30cc 100644
--- a/src/main/java/com/ebremer/beakgraph/turbo/Intersects.java
+++ b/src/main/java/com/ebremer/beakgraph/turbo/Intersects.java
@@ -9,6 +9,7 @@
 import org.apache.jena.sparql.expr.NodeValue;
 import org.apache.jena.sparql.function.FunctionBase;
 import org.locationtech.jts.geom.Geometry;
+import org.locationtech.jts.geom.util.GeometryFixer;
 import org.locationtech.jts.io.ParseException;
 import org.locationtech.jts.io.WKTReader;
 
@@ -69,15 +70,25 @@ private boolean performSpatialCheck(String wkt1, String wkt2) throws ParseExcept
         // JTS only accepts "POINT(1 1)", so we must strip the URI prefix.
         String cleanWkt1 = extractWkt(wkt1);
         String cleanWkt2 = extractWkt(wkt2);
-        Geometry g1 = reader.read(cleanWkt1);
-        Geometry g2 = reader.read(cleanWkt2);
-        if (!g1.isValid() || !g2.isValid()) {
-           throw new ParseException("Encountered invalid geometry topology.");
-        }
+        Geometry g1 = repaired(reader.read(cleanWkt1));
+        Geometry g2 = repaired(reader.read(cleanWkt2));
 
         return g1.intersects(g2);
     }
 
+    /**
+     * Topologically invalid geometry (self-intersecting rings - a data reality
+     * in pathology exports) must not make this function error out: the build
+     * deliberately indexes such geometries, and throwing here made Jena drop
+     * the row for every candidate whose stored WKT is invalid - an indexed
+     * geometry that no sfIntersects query could ever return. GeometryFixer
+     * preserves the point set (a bowtie becomes its two triangles), unlike
+     * buffer(0), which discards zero-area parts and lines/points.
+     */
+    private static Geometry repaired(Geometry g) {
+        return g.isValid() ? g : GeometryFixer.fix(g);
+    }
+
     /**
      * Helper to strip the CRS/SRS URI from a GeoSPARQL string.
      * Input: "<http://www.opengis.net/def/crs/EPSG/0/4326> POINT(30 10)"
diff --git a/src/main/java/com/ebremer/beakgraph/turbo/SineWaveGenerator.java b/src/main/java/com/ebremer/beakgraph/turbo/SineWaveGenerator.java
deleted file mode 100644
index 86bac53c..00000000
--- a/src/main/java/com/ebremer/beakgraph/turbo/SineWaveGenerator.java
+++ /dev/null
@@ -1,41 +0,0 @@
-package com.ebremer.beakgraph.turbo;
-
-import org.locationtech.jts.geom.Coordinate;
-import org.locationtech.jts.geom.GeometryFactory;
-import org.locationtech.jts.geom.LineString;
-
-public class SineWaveGenerator {
-
-    private static final GeometryFactory geomFactory = new GeometryFactory();
-
-    /**
-     * Generates a JTS LineString representing a Sine Wave with an offset.
-     *
-     * @param A         Amplitude (Height from center to peak). Total vertical span is 2*A.
-     * @param W         Total Width (length along X axis).
-     * @param n         Number of full cycles to fit within W.
-     * @param numPoints Resolution: How many points to use to draw the wave.
-     * @param offX      X offset (shifts the start of the wave horizontally).
-     * @param offY      Y offset (shifts the center of the wave vertically).
-     * @return          A JTS LineString.
-     */
-    public static LineString createSinePolyline(double A, double W, double n, int numPoints, double offX, double offY) {
-        Coordinate[] coords = new Coordinate[numPoints + 1];
-        
-        // Calculate the angular frequency
-        double k = (2 * Math.PI * n) / W;
-
-        for (int i = 0; i <= numPoints; i++) {
-            // 1. Calculate the local x (0 to W) used for the shape math
-            double xLocal = (double) i / numPoints * W;
-            
-            // 2. Calculate the local y based on the sine function
-            double yLocal = A * Math.sin(k * xLocal);
-            
-            // 3. Apply the offsets to get the final world coordinates
-            coords[i] = new Coordinate(xLocal + offX, yLocal + offY);
-        }
-
-        return geomFactory.createLineString(coords);
-    }
-}
\ No newline at end of file
diff --git a/src/main/java/com/ebremer/beakgraph/utils/HDTBitmapDirectory.java b/src/main/java/com/ebremer/beakgraph/utils/HDTBitmapDirectory.java
index 050defe6..facbc76c 100644
--- a/src/main/java/com/ebremer/beakgraph/utils/HDTBitmapDirectory.java
+++ b/src/main/java/com/ebremer/beakgraph/utils/HDTBitmapDirectory.java
@@ -23,7 +23,6 @@ public class HDTBitmapDirectory {
     private final long numBitmapEntries;
     private final long numSuperblockEntries;
     private final long numBlockEntries;
-    private final long numIdEntries;
 
     public HDTBitmapDirectory(BitPackedUnSignedLongBuffer superblock,
                               BitPackedUnSignedLongBuffer block,
@@ -48,38 +47,10 @@ public HDTBitmapDirectory(BitPackedUnSignedLongBuffer superblock,
         this.numBitmapEntries = bitmap.getNumEntries();
         this.numSuperblockEntries = superblock.getNumEntries();
         this.numBlockEntries = block.getNumEntries();
-        this.numIdEntries = ids.getNumEntries();
     }
 
     public long getNumBitmapEntries() { return numBitmapEntries; }
 
-    public long rank1(long pos) {
-        if (pos <= 0) return 0L;
-        if (pos > numBitmapEntries) pos = numBitmapEntries;
-
-        long targetBit = pos - 1;
-        long sbIdx = targetBit / superblockSize;
-        long bIdx  = targetBit / blockSize;
-
-        long rank = (sbIdx < numSuperblockEntries) ? superblock.get(sbIdx) : superblock.get(numSuperblockEntries - 1);
-
-        if (bIdx < numBlockEntries) {
-            rank += block.get(bIdx);
-        }
-
-        long currentPos = bIdx * blockSize;
-        while (currentPos + 64 <= pos) {
-            long word = bitmap.getWord64(currentPos);
-            rank += Long.bitCount(word);
-            currentPos += 64;
-        }
-        while (currentPos < pos) {
-            if (bitmap.get(currentPos) == 1) rank++;
-            currentPos++;
-        }
-        return rank;
-    }
-
     public long select1(long rank) {
         if (rank <= 0) return -1L;
 
@@ -162,28 +133,10 @@ public long select1(long rank) {
     }
 
     private long findNthSetBitInWord(long word, long n) {
-        // Broadword selection: 0-based index (from MSB) of the n-th set bit (n >= 1),
-        // O(1) via 6 popcount narrowing steps. Replaces an O(64) bit-by-bit loop; the
-        // result is identical to the linear select1's selectInWordSafe.
-        long result = 0;
-        int cnt;
-        cnt = Long.bitCount(word >>> 32); if (n > cnt) { word <<= 32; result += 32; n -= cnt; }
-        cnt = Long.bitCount(word >>> 48); if (n > cnt) { word <<= 16; result += 16; n -= cnt; }
-        cnt = Long.bitCount(word >>> 56); if (n > cnt) { word <<= 8;  result += 8;  n -= cnt; }
-        cnt = Long.bitCount(word >>> 60); if (n > cnt) { word <<= 4;  result += 4;  n -= cnt; }
-        cnt = Long.bitCount(word >>> 62); if (n > cnt) { word <<= 2;  result += 2;  n -= cnt; }
-        cnt = Long.bitCount(word >>> 63); if (n > cnt) { result += 1; }
-        return result;
+        // Delegates to the shared broadword implementation so the accelerated
+        // select1 and the buffer's linear select1 can never disagree.
+        return UTIL.selectInWord(word, n);
     }
 
     public BitPackedUnSignedLongBuffer getIds() { return ids; }
-
-    public long getId(long rank) {
-        if (rank <= 0 || rank > numIdEntries) {
-            throw new IndexOutOfBoundsException("Rank " + rank + " out of bounds [1.." + numIdEntries + "]");
-        }
-        return ids.get(rank - 1);
-    }
-
-    public long getBitCount() { return rank1(numBitmapEntries); }
 }
\ No newline at end of file
diff --git a/src/main/java/com/ebremer/beakgraph/utils/UTIL.java b/src/main/java/com/ebremer/beakgraph/utils/UTIL.java
index 005495bd..5d5e95a1 100644
--- a/src/main/java/com/ebremer/beakgraph/utils/UTIL.java
+++ b/src/main/java/com/ebremer/beakgraph/utils/UTIL.java
@@ -39,73 +39,6 @@ public static String toBinaryString(ByteBuffer buffer, int offset) {
         return sb.toString();
     }
 
-    public static byte[] getBytes(ByteBuffer buffer) {
-        String cn = buffer.getClass().getName();
-        if (cn.equals("java.nio.HeapByteBuffer2")) {
-            buffer.position(0);
-            int r = buffer.capacity();
-            byte[] b = new byte[r];
-            buffer.get(b);
-            return b;
-        }
-        return buffer.array();
-    }
-
-    public static ByteBuffer subBuffer(ByteBuffer src, int offset, int length) {
-        ByteBuffer dup = src.duplicate();
-        dup.position(offset);
-        dup.limit(offset + length);
-        return dup.slice();
-    }
-
-    public static void skipNullTerminatedStrings(ByteBuffer buffer, int skip) {
-        if (skip > 0) {
-            int currentPosition = buffer.position();
-            int limit = buffer.limit();
-            for (int i = 0; i < skip; i++) {
-                while (currentPosition < limit) {
-                    if (buffer.get(currentPosition) == 0) {
-                        currentPosition++;
-                        break;
-                    }
-                    currentPosition++;
-                }
-            }
-            buffer.position(currentPosition);
-        }
-    }
-
-    public static String readNullTerminatedString(ByteBuffer buffer) {
-        if (!buffer.hasRemaining()) {
-            return "";
-        }
-        int startPosition = buffer.position();
-        int limit = buffer.limit();
-        int endPosition = startPosition;
-        // Find the null terminator
-        while (endPosition < limit && buffer.get(endPosition) != 0) {
-            endPosition++;
-        }
-        int length = endPosition - startPosition;
-        byte[] stringBytes = new byte[length];
-        // Use bulk get for better performance
-        buffer.get(stringBytes);
-        // If we stopped at a null terminator, skip over it
-        if (buffer.hasRemaining() && buffer.get() != 0) {
-            // This handles the edge case where the loop stopped at limit
-            // but we still need to advance position correctly.
-            // Usually, buffer.get() above moves position to endPosition.
-            // If the byte at endPosition was 0, buffer.get() consumes it.
-        }
-        // Correctly advance position to after the null terminator if it exists
-        if (endPosition < limit) {
-            buffer.position(endPosition + 1);
-        } else {
-            buffer.position(limit);
-        }
-        return new String(stringBytes, StandardCharsets.UTF_8);
-    }
-
     public static WritableDataset putAttributes( WritableDataset ds, Map<String, Object> attributes ) {
         attributes.forEach((k,v)->{
             ds.putAttribute(k, v);
@@ -118,6 +51,25 @@ public static int MinBits(long x) {
         return Long.SIZE - Long.numberOfLeadingZeros(x);
     }
 
+    /**
+     * Broadword selection: the 0-based index (from the MSB) of the k-th set bit
+     * (k &gt;= 1) of {@code word}, in O(1) via six popcount narrowing steps. The
+     * SINGLE implementation shared by the bit-packed buffer's linear select1 and
+     * the rank/select directory's accelerated select1 - the two must agree
+     * bit-for-bit or the directory fast path and the fallback diverge.
+     */
+    public static int selectInWord(long word, long k) {
+        int result = 0;
+        int cnt;
+        cnt = Long.bitCount(word >>> 32); if (k > cnt) { word <<= 32; result += 32; k -= cnt; }
+        cnt = Long.bitCount(word >>> 48); if (k > cnt) { word <<= 16; result += 16; k -= cnt; }
+        cnt = Long.bitCount(word >>> 56); if (k > cnt) { word <<= 8;  result += 8;  k -= cnt; }
+        cnt = Long.bitCount(word >>> 60); if (k > cnt) { word <<= 4;  result += 4;  k -= cnt; }
+        cnt = Long.bitCount(word >>> 62); if (k > cnt) { word <<= 2;  result += 2;  k -= cnt; }
+        cnt = Long.bitCount(word >>> 63); if (k > cnt) { result += 1; }
+        return result;
+    }
+
     /**
      * True when {@code iri} is a relative reference (RFC 3986) - i.e. it has no
      * scheme. The empty string (a same-document reference such as {@code <>}) is
diff --git a/src/main/java/com/ebremer/halcyon/geometry/Vector2D.java b/src/main/java/com/ebremer/halcyon/geometry/Vector2D.java
index d49753df..c9e22188 100644
--- a/src/main/java/com/ebremer/halcyon/geometry/Vector2D.java
+++ b/src/main/java/com/ebremer/halcyon/geometry/Vector2D.java
@@ -14,27 +14,30 @@ public class Vector2D {
     }
     
     public double Magnitude() {
-        return Math.sqrt((a*a)+(b*b));
+        // double math: int*int overflows for coordinates above ~46340, which
+        // slide-scale coordinates routinely exceed.
+        return Math.sqrt(((double) a * a) + ((double) b * b));
     }
-    
+
     public static double Magnitude(long[] a) {
-        long sum = 0;
+        double sum = 0;
         for (int c=0; c<a.length; c++) {
-            sum = sum + (a[c]*a[c]);
+            sum = sum + ((double) a[c] * a[c]);
         }
         return Math.sqrt(sum);
     }
-    
+
     public static double Magnitude(int[] a) {
-        long sum = 0;
+        double sum = 0;
         for (int c=0; c<a.length; c++) {
-            sum = sum + (a[c]*a[c]);
+            sum = sum + ((double) a[c] * a[c]);
         }
         return Math.sqrt(sum);
     }
 
     public static double Magnitude(Point a) {
-        return Math.sqrt((a.x*a.x)+(a.y+a.y));
+        // Was sqrt(x*x + y+y): addition instead of multiplication, plus int overflow.
+        return Math.sqrt(((double) a.x * a.x) + ((double) a.y * a.y));
     }
     
     public static Point SmallestMag(Point a, Point b) {
diff --git a/src/main/java/com/ebremer/halcyon/hilbert/HilbertSpace.java b/src/main/java/com/ebremer/halcyon/hilbert/HilbertSpace.java
index e6401c68..ffcc85ff 100644
--- a/src/main/java/com/ebremer/halcyon/hilbert/HilbertSpace.java
+++ b/src/main/java/com/ebremer/halcyon/hilbert/HilbertSpace.java
@@ -2,41 +2,37 @@
 
 import com.ebremer.beakgraph.utils.ImageTools;
 import com.ebremer.halcyon.geometry.Point;
-import com.ebremer.halcyon.geometry.Box;
-import com.ebremer.halcyon.geometry.Vector2D;
-import jakarta.json.Json;
-import jakarta.json.JsonArrayBuilder;
-import jakarta.json.JsonObjectBuilder;
-import java.awt.Color;
-import java.awt.Graphics2D;
 import java.awt.Polygon;
-import java.awt.geom.Area;
-import java.awt.geom.Rectangle2D;
-import java.awt.image.BufferedImage;
 import java.util.ArrayList;
-import java.util.Collections;
-import java.util.HashMap;
 import java.util.Iterator;
 import org.davidmoten.hilbert.HilbertCurve;
 import org.davidmoten.hilbert.Range;
 import org.davidmoten.hilbert.Ranges;
 import org.davidmoten.hilbert.SmallHilbertCurve;
-import org.locationtech.jts.geom.Coordinate;
-import org.locationtech.jts.geom.Envelope;
 import org.locationtech.jts.geom.Geometry;
-import org.locationtech.jts.geom.GeometryFactory;
 import org.locationtech.jts.io.ParseException;
 import org.locationtech.jts.io.WKTReader;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
 /**
+ * Hilbert-curve helpers shared by the spatial index writer and the Halcyon
+ * viewer (range membership, boundary-polygon reconstruction, WKT parsing).
+ * <p>
+ * Trimmed to the members with live callers; the legacy viewer rendering and
+ * rasterization utilities that accumulated here (image generation, JSON
+ * export, alternative Polygon2Hilbert variants, range merging) were unused -
+ * several demonstrably broken - and were removed in the dead-code sweep.
  *
  * @author erich
  */
 public final class HilbertSpace {
     private static final Logger logger = LoggerFactory.getLogger(HilbertSpace.class);
     public static final SmallHilbertCurve hc = HilbertCurve.small().bits(31).dimensions(2);
+
+    /** Largest coordinate the 31-bit curve can address. */
+    public static final long MAX_COORD = (1L << 31) - 1;
+
     public static final byte N = 0;
     public static final byte NE = 1;
     public static final byte E = 2;
@@ -47,7 +43,21 @@ public final class HilbertSpace {
     public static final byte NW = 7;
 
     private HilbertSpace() {}
-    
+
+    /**
+     * Clamps a coordinate into the curve's domain [0, 2^31). The davidmoten
+     * curve silently MASKS coordinates to their low 31 bits, so out-of-domain
+     * values alias onto unrelated cells - written and queried covers then
+     * disagree and matches are silently lost. Clamping is a monotone
+     * projection: applied identically on the write and query sides, two
+     * overlapping bboxes still overlap after it, so recall is preserved
+     * (out-of-domain geometry indexes coarsely at the domain-edge cells and
+     * the exact JTS verification removes the false positives).
+     */
+    public static long clampToDomain(long v) {
+        return Math.max(0, Math.min(MAX_COORD, v));
+    }
+
     public static boolean inRange(ArrayList<Range> rr, Point p, Byte neighbor) {
         // Return the membership result - the old switch *statement* computed
         // contains(...) and discarded it, so this always answered false and the
@@ -78,29 +88,7 @@ public static boolean inRange(Ranges rr, Point p, Byte neighbor) {
             default -> false;
         };
     }
-    
-    public static Point getPoint(long p) {
-        long[] c = hc.point(p);
-        return new Point((int) c[0], (int) c[1]);
-    }
 
-    public static Polygon getFatPoint(long p) {
-        long[] c = hc.point(p);
-        int a = (int) c[0];
-        int b = (int) c[1];
-        int[] x = new int[4];
-        int[] y = new int[4];
-        x[0] = a;
-        y[0] = b;
-        x[1] = a+1;
-        y[1] = b;
-        x[2] = a+1;
-        y[2] = b+1;
-        x[3] = a;
-        y[3] = b+1;        
-        return new Polygon(x,y,4);
-    }
-    
     public static Polygon getSkinnyPoint(int a, int b) {
         int[] x = new int[4];
         int[] y = new int[4];
@@ -111,37 +99,15 @@ public static Polygon getSkinnyPoint(int a, int b) {
         x[2] = a;
         y[2] = b;
         x[3] = a;
-        y[3] = b;        
+        y[3] = b;
         return new Polygon(x,y,4);
     }
-    
+
     public static Polygon getSkinnyPoint(long p) {
         long[] c = hc.point(p);
-        int a = (int) c[0];
-        int b = (int) c[1];
-        int[] x = new int[4];
-        int[] y = new int[4];
-        x[0] = a;
-        y[0] = b;
-        x[1] = a;
-        y[1] = b;
-        x[2] = a;
-        y[2] = b;
-        x[3] = a;
-        y[3] = b;        
-        return new Polygon(x,y,4);
-    }
-    
-    public static long getCentroidHilbertIndex(org.locationtech.jts.geom.Polygon polygon) {
-        if (polygon == null || polygon.isEmpty()) {
-            throw new IllegalArgumentException("Polygon cannot be null or empty");
-        }
-        org.locationtech.jts.geom.Point centroid = polygon.getCentroid();
-        int x = (int) Math.round(centroid.getX());
-        int y = (int) Math.round(centroid.getY());
-        return hc.index(new long[] {x, y});
+        return getSkinnyPoint((int) c[0], (int) c[1]);
     }
-   
+
     public static long[] getBoundingBoxHilbertIndices(org.locationtech.jts.geom.Polygon polygon) {
         if (polygon == null || polygon.isEmpty()) {
             throw new IllegalArgumentException("Polygon cannot be null or empty");
@@ -156,44 +122,8 @@ public static long[] getBoundingBoxHilbertIndices(org.locationtech.jts.geom.Poly
         long tr = hc.index(new long[] {maxX, maxY});
         long br = hc.index(new long[] {maxX, minY});
         return new long[] {bl, tl, tr, br};
-    }    
-    
-    public static Ranges Fatten(Ranges rr) {
-        Iterator<Range> i = rr.iterator();
-        ArrayList<Long> nr = new ArrayList();
-        while (i.hasNext()) {
-            Range r = i.next();
-            for (long c = r.low(); c<=r.high();c++) {
-                long[] p = hc.point(c);
-                if (!nr.contains(c)) nr.add(c);
-                p[0] = p[0]+1;
-                long nn = hc.index(p);
-                if (!nr.contains(nn)) nr.add(nn);
-                p[0] = p[0]-1;
-                p[1] = p[1]+1;
-                nn = hc.index(p);
-                if (!nr.contains(nn)) nr.add(nn);
-            }
-        }
-        Collections.sort(nr);
-        Ranges neo = new Ranges(nr.size());
-        Iterator<Long> ii = nr.iterator();
-        long first;
-        long last;
-        while (ii.hasNext()) {
-            first = ii.next();
-            last = first;
-            while (ii.hasNext()) {
-                long next = ii.next();
-                if ((next-last)==1) {
-                    last = next;
-                }
-            }
-            neo.add(new Range(first,last));
-        }
-        return neo;
     }
-    
+
     public static Point NextPoint(Point p, Byte neighbor) {
         switch (neighbor) {
             case N -> { return new Point(p.x,p.y-1); }
@@ -207,11 +137,6 @@ public static Point NextPoint(Point p, Byte neighbor) {
         }
         return null;
     }
-    
-    public static Point GetXY(long p) {
-        long[] c = hc.point(p);
-        return new Point((int) c[0],(int) c[1]);
-    }
 
     public static boolean contains(ArrayList<Range> rr, int x, int y) {
         long target = hc.index(new long[] {x,y});
@@ -222,7 +147,7 @@ public static boolean contains(ArrayList<Range> rr, int x, int y) {
         }
         return false;
     }
-    
+
     public static boolean contains(Ranges rr, int x, int y) {
         long target = hc.index(new long[] {x,y});
         for (Range r : rr) {
@@ -232,200 +157,7 @@ public static boolean contains(Ranges rr, int x, int y) {
         }
         return false;
     }
-    
-    public static BufferedImage GetBI(int px, int py, int width, int height, Ranges ranges) {
-        BufferedImage bi = new BufferedImage(width,height,BufferedImage.TYPE_INT_ARGB);
-        Graphics2D g2 = bi.createGraphics();
-        g2.setColor(Color.RED);
-        g2.fillRect(0, 0, width, height);
-        for (Range pp : ranges) {
-            for (long k=pp.low(); k<(pp.high()+1); k++) {
-                long[] point = hc.point(k);
-                int x = (int)(point[0]- px);
-                int y = (int)(point[1]- py);
-                if ((x<width)&&(x>0)&&(y<height)&&(y>0)) {
-                    bi.setRGB(x, y, 0xFF0000FF);
-                }
-            }
-        }
-        return bi;
-    }
-
-    public static Ranges search(int x, int y, int width, int height) {
-        long[] a = new long[] {x,y};
-        long[] b = new long[] {x+width-1,y+height-1};
-        return hc.query(a, b);
-    }
-    
-    public static hsPolygon Box(int x, int y, int width, int height) {
-        return new hsPolygon(search(x,y,width,height));
-    }
 
-    public static BufferedImage GetBI(int px, int py, int width, int height, HashMap<Integer,ArrayList<Range>> ranges, HashMap<Integer,Integer> cvalues, HashMap<Integer,Float> pvalues) {
-        BufferedImage bi = new BufferedImage(width,height,BufferedImage.TYPE_INT_ARGB);
-        Graphics2D g2 = bi.createGraphics();
-        g2.setColor(new Color(128,0,128,128));
-        g2.fillRect(0, 0, width, height);
-        for (Integer id : ranges.keySet()) {
-            float pc = pvalues.get(id);
-            int classid = cvalues.get(id);
-            int prob = (int) (pc*255f+0.5);
-            int color = (0xFF000000)+(classid<<16)+(prob<<8);
-            ArrayList<Range> rs = ranges.get(id);
-            for (Range pp : rs) {
-                long len = pp.high()-pp.low()+1;
-                if ((pp.low()>0)&&(len<((width*height)+1))) {
-                    for (long k=pp.low(); k<(pp.high()+1); k++) {
-                        long[] point = hc.point(k);
-                        int x = (int)(point[0]- px);
-                        int y = (int)(point[1]- py);
-                        if ((x<width)&&(x>=0)&&(y<height)&&(y>=0)) {
-                            bi.setRGB(x, y, color);
-                        }
-                    }
-                }
-            }
-        }
-        return bi;
-    }
-    
-    public static BufferedImage GetBIbyClass(int px, int py, int width, int height, HashMap<Integer,ArrayList<Range>> ranges, HashMap<Integer,Integer> values) {
-        BufferedImage bi = new BufferedImage(width,height,BufferedImage.TYPE_INT_ARGB);
-        Graphics2D g2 = bi.createGraphics();
-        g2.setColor(new Color(128,0,128,128));
-        g2.fillRect(0, 0, width, height);
-        for (Integer id : ranges.keySet()) {
-            int color = values.get(id);
-            color = (0xFF000000)+(color<<16)+(color<<8)+(color);
-            ArrayList<Range> rs = ranges.get(id);
-            for (Range pp : rs) {
-                long len = pp.high()-pp.low()+1;
-                if ((pp.low()>0)&&(len<((width*height)+1))) {
-                    for (long k=pp.low(); k<(pp.high()+1); k++) {
-                        long[] point = hc.point(k);
-                        int x = (int)(point[0]- px);
-                        int y = (int)(point[1]- py);
-                        if ((x<width)&&(x>=0)&&(y<height)&&(y>=0)) {
-                            bi.setRGB(x, y, color);
-                        }
-                    }
-                }
-            }
-        }
-        return bi;
-    }
-    
-    public static BufferedImage GetBIbyProbability(int px, int py, int width, int height, HashMap<Integer,ArrayList<Range>> ranges, HashMap<Integer,Float> values) {
-        BufferedImage bi = new BufferedImage(width,height,BufferedImage.TYPE_INT_ARGB);
-        Graphics2D g2 = bi.createGraphics();
-        g2.setColor(new Color(128,0,128,128));
-        g2.fillRect(0, 0, width, height);
-        for (Integer id : ranges.keySet()) {
-            float pc = values.get(id);
-            int color = (int) (pc*255f+0.5);
-            color = (0xFF000000)+(color<<16)+(color<<8)+(color);
-            ArrayList<Range> rs = ranges.get(id);
-            for (Range pp : rs) {
-                long len = pp.high()-pp.low()+1;
-                if ((pp.low()>0)&&(len<((width*height)+1))) {
-                    for (long k=pp.low(); k<(pp.high()+1); k++) {
-                        long[] point = hc.point(k);
-                        int x = (int)(point[0]- px);
-                        int y = (int)(point[1]- py);
-                        if ((x<width)&&(x>=0)&&(y<height)&&(y>=0)) {
-                            bi.setRGB(x, y, color);
-                        }
-                    }
-                }
-            }
-        }
-        return bi;
-    }
-    
-    public static Box BoundingBox(Ranges rr) {
-        long start = System.nanoTime();
-        Iterator<Range> i = rr.iterator();
-        long c = 0;
-        Box bb = new Box(Integer.MAX_VALUE, Integer.MAX_VALUE, Integer.MIN_VALUE, Integer.MIN_VALUE);
-        while (i.hasNext()) {
-            Range r = i.next();
-            c = c + (r.high()-r.low()+1);
-        }
-        int cc = (int) c;
-        int[] px = new int[cc];
-        int[] py = new int[cc];
-        int k = -1;
-        i = rr.iterator();
-        while (i.hasNext()) {
-            k++;
-            Range r = i.next();
-            for (long a=r.low();a<r.high()+1;a++) {
-                long[] wow = hc.point(a);
-                px[k] = (int) wow[0];
-                py[k] = (int) wow[1];
-                bb.MinX = (int) Math.min(bb.MinX, px[k]);
-                bb.MaxX = (int) Math.max(bb.MaxX, px[k]);
-                bb.MinY = (int) Math.min(bb.MinY, py[k]);
-                bb.MaxY = (int) Math.max(bb.MaxY, py[k]);
-                bb.TopLeft = Vector2D.SmallestMag(bb.TopLeft, new Point(px[k],py[k]));
-            }
-        }
-        logger.debug("BoundingBox computed in {} ms", (System.nanoTime()-start)/1000000d);
-        logger.debug("{}", bb);
-        return bb;
-    }
-    
-    public static String JsonPolygons(int px, int py, int width, int height, HashMap<Integer,ArrayList<Range>> ranges, HashMap<Integer,Float> values, HashMap<Integer,Integer> classids) {      
-        logger.debug("Convert to JSON String...");
-        long start = System.nanoTime();
-        JsonArrayBuilder jab = Json.createArrayBuilder();
-        for (Integer id : ranges.keySet()) {
-            ArrayList<Range> rs = ranges.get(id);
-            Ranges rr = hTools.Tran(rs);
-            Polygon p = getPolygon(rr);
-            JsonArrayBuilder cab = Json.createArrayBuilder();
-            if (p!=null) {
-                JsonObjectBuilder job = Json.createObjectBuilder();
-                for (int k=0;k<p.npoints; k++) {
-                    cab.add(Json.createArrayBuilder().add(p.xpoints[k]).add(p.ypoints[k]));
-                }
-                job.add("id",id);
-                job.add("coordinates",cab);
-                if (values.containsKey(id)) {
-                    job.add("hasValue", values.get(id));
-                } else {
-                    logger.warn("Missing value for polygon id {}", id);
-                }
-                if (classids.containsKey(id)) {
-                    job.add("hasClass", classids.get(id));
-                } else {
-                    logger.warn("Missing classid for polygon id {}", id);
-                }
-                jab.add(job);
-            }
-        }
-        long delta = System.nanoTime() - start;
-        delta = delta / 1000000000;
-        logger.debug("JsonPolygons done in {} s", delta);
-        return jab.build().toString();
-    }
-        
-    public static void Print(Ranges rr) {
-        for (Range r : rr) {
-            logger.debug("{} {} {}", r.low(), r.high(), (r.high()-r.low()));
-            logger.debug("X");
-            for (long wow = r.low(); wow<=r.high(); wow++) {
-                long[] p = hc.point(wow);
-                logger.debug("{}", p[0]);
-            }
-            logger.debug("Y");
-            for (long wow = r.low(); wow<=r.high(); wow++) {
-                long[] p = hc.point(wow);
-                logger.debug("{}", p[1]);
-            }
-        }
-    }
-      
     public static Point GetUpperLeft(Ranges rr) {
         Iterator<Range> i = rr.iterator();
         Point top = new Point(Integer.MAX_VALUE,Integer.MAX_VALUE);
@@ -446,12 +178,7 @@ public static Point GetUpperLeft(Ranges rr) {
         }
         return top;
     }
-    
-    public static hNode DetermineNeighbors(Long p) {
-        hNode node = new hNode();
-        return node;
-    }
-        
+
     public static Polygon getPolygon(Ranges rr) {
         if (rr.size()==1) {
             Iterator<Range> ri = rr.iterator();
@@ -473,7 +200,7 @@ public static Polygon getPolygon(Ranges rr) {
         do {
             boolean jumped;
             do {
-                jumped = true;               
+                jumped = true;
             if        (inRange(big, cp, N) &&!inRange(big,cp, NW) && (v.getNumVisits(cp)>v.getNumVisits(NextPoint(cp, N)))) {
                 ld = cd; lp.x = cp.x; lp.y = cp.y;
                 cp.y--; cd = N;
@@ -515,151 +242,7 @@ public static Polygon getPolygon(Ranges rr) {
         p.addPoint(cp.x, cp.y);
         return p;
     }
-    
-    public static String SpaceIT(String c) {
-        String e = "";
-        int units = c.length()/2;
-        int s;
-        if ((units*2)<c.length()) {
-            e = "0"+c.substring(0,1);
-            s=1;
-        } else {
-            s=0;
-        }
-        while(s<c.length()) {
-            e = e+" "+c.substring(s,s+2);
-            s=s+2;
-        }
-        return e.trim();
-    }
-    
-    public static ArrayList<Range> Polygon2Hilbert(Polygon p, int scale) {
-        if (scale>0) {
-            for (int i=0; i<p.npoints; i++) {
-                p.xpoints[i]=p.xpoints[i]>>scale;
-                p.ypoints[i]=p.ypoints[i]>>scale;
-            }
-            return Polygon2Hilbert(p);
-        } else {
-            return Polygon2Hilbert(p);
-        }
-    }
-    
-    public static boolean mergable(Range a, Range b) {
-        if (a.high()<b.low()) {
-            return false;
-        }
-        if (b.high()<a.low()) {
-            return false;
-        }
-        if (b.high() >= a.low()) {
-            return true;
-        }
-        return a.high() >= b.low();
-    }
-
-    public static Range merge(Range a, Range b) {
-        return new Range(Math.min(a.low(), b.low()),Math.max(a.high(), b.high()));
-    }
 
-    public static long Area(ArrayList<Range> list) {
-        long area = 0;
-        for (Range item : list) {
-            area = area + item.high()-item.low()+1;
-        }
-        return area;
-    }    
-     
-    public static ArrayList<Range> compact(ArrayList<Range> list) {
-        if (list.size()==1) {
-            return list;
-        } else {
-            ArrayList<Range> neo = new ArrayList<>();
-            while (list.size()>1) {
-                Range item = list.get(0);
-                int i = 1;
-                while ((list.size()>1)&&(i<list.size())) {
-                    Range next = list.get(i);
-                    if (mergable(item,next)) {
-                        item = merge(item,next);
-                        list.remove(i);
-                        list.remove(0);
-                        list.add(item);
-                        i = 0;
-                        item = list.get(0);
-                    }
-                    i++;
-                }
-                list.remove(0);
-                neo.add(item);
-            }
-            if (list.size()==1) {
-                neo.add(list.get(0));  // add last dangling item this created holes in images in early Halcyon builds
-            }
-            return neo;
-        }
-    }
-    
-    public static void print(ArrayList<Range> list) {
-        Iterator<Range> i = list.iterator();
-        while (i.hasNext()) {
-            logger.debug("{}", i.next());
-        }
-    }
-    
-    public static int len(int x1, int x2, int y1, int y2) {
-        return (int) Math.sqrt(((x1-x2)*(x1-x2))+((y1-y2)*(y1-y2)));
-    }
-    
-    public static boolean isSquare(Polygon p) {
-        if (p.npoints!=4) return false;
-        int s1 = len(p.xpoints[0],p.xpoints[1],p.ypoints[0],p.ypoints[1]);
-        int s2 = len(p.xpoints[1],p.xpoints[2],p.ypoints[1],p.ypoints[2]);
-        int s3 = len(p.xpoints[2],p.xpoints[3],p.ypoints[2],p.ypoints[3]);
-        int s4 = len(p.xpoints[3],p.xpoints[0],p.ypoints[3],p.ypoints[0]);
-        return (s1==s2)&&(s2==s3)&&(s3==s4);
-    }
-    
-    public static ArrayList<Range> Polygon2Hilbert(Polygon p) {
-        ArrayList<Range> rah = new ArrayList();
-        Area a = new Area(p);
-        Rectangle2D r = a.getBounds2D();
-        int minx = (int) r.getMinX();
-        int maxx = (int) r.getMaxX();
-        int miny = (int) r.getMinY();
-        int maxy = (int) r.getMaxY();
-        ArrayList pp = new ArrayList();       
-        for (int x=minx;x<maxx; x++) {
-            for (int y=miny;y<maxy;y++) {
-               if (a.contains(new java.awt.Point(x,y))) {
-                   pp.add(hc.index(x,y));
-               }
-            }   
-        }
-        pp.sort(null);
-        Collections.sort(pp);
-        int i = 1;
-        long sv = 0;
-        long ev = 0;
-        if (!pp.isEmpty()) {
-            sv = (long) pp.get(0);
-            ev = (long) pp.get(0);
-        }
-        while (i<pp.size()) {
-            long nv = (long) pp.get(i);
-            if ((nv-ev)==1) {
-                ev = nv;
-            } else {
-                rah.add(new Range(sv,ev));
-                sv = nv;
-                ev = nv;
-            }
-            i++;
-        }
-        rah.add(new Range(sv,ev));
-        return rah;
-    }
-    
     public static org.locationtech.jts.geom.Polygon fromWkt(String wkt) {
         WKTReader reader = new WKTReader();
         Geometry geom;
@@ -679,54 +262,4 @@ public static org.locationtech.jts.geom.Polygon fromWkt(String wkt) {
                     + (clean.length() > 100 ? clean.substring(0, 100) + "..." : clean), ex);
         }
     }
-    
-    public static ArrayList<Range> Polygon2Hilbert(String wkt) {
-        return Polygon2Hilbert(fromWkt(wkt));
-    }
-
-    public static ArrayList<Range> Polygon2Hilbert(org.locationtech.jts.geom.Polygon p) {
-        ArrayList<Range> rah = new ArrayList();
-        GeometryFactory geometryFactory = new GeometryFactory();
-        Envelope r = p.getEnvelopeInternal();
-        int minx = (int) r.getMinX();
-        int maxx = (int) r.getMaxX();
-        int miny = (int) r.getMinY();
-        int maxy = (int) r.getMaxY();
-        ArrayList pp = new ArrayList();       
-        for (int x=minx;x<maxx; x++) {
-            for (int y=miny;y<maxy;y++) {
-               if (p.contains(geometryFactory.createPoint(new Coordinate((double) x, (double) y)))) {
-                   pp.add(hc.index(x,y));
-               }
-            }   
-        }
-        pp.sort(null);
-        Collections.sort(pp);
-        int i = 1;
-        long sv = 0;
-        long ev = 0;
-        if (!pp.isEmpty()) {
-            sv = (long) pp.get(0);
-            ev = (long) pp.get(0);
-        }
-        while (i<pp.size()) {
-            long nv = (long) pp.get(i);
-            if ((nv-ev)==1) {
-                ev = nv;
-            } else {
-                rah.add(new Range(sv,ev));
-                sv = nv;
-                ev = nv;
-            }
-            i++;
-        }
-        rah.add(new Range(sv,ev));
-        return rah;
-    }
-    
-    public static void Hexes(long si[]) {
-        for (int i=0; i<si.length; i++) {
-            logger.debug("{} {}", si[i], SpaceIT(Long.toBinaryString(si[i])));
-        }
-    }
-}
\ No newline at end of file
+}
diff --git a/src/main/java/com/ebremer/halcyon/hilbert/PolygonScaler.java b/src/main/java/com/ebremer/halcyon/hilbert/PolygonScaler.java
index e1194aa7..865ecfd7 100644
--- a/src/main/java/com/ebremer/halcyon/hilbert/PolygonScaler.java
+++ b/src/main/java/com/ebremer/halcyon/hilbert/PolygonScaler.java
@@ -19,23 +19,42 @@ public class PolygonScaler {
     private static final AffineTransformation half = AffineTransformation.scaleInstance(0.5, 0.5);
 
     /**
-     * Parses WKT and generates a sequence of progressively quarter-area scaled polygons.
+     * Parses WKT and generates a sequence of progressively quarter-area scaled
+     * polygons. Returns null (skip this geometry) for any input that cannot be
+     * turned into a usable polygon - unparseable WKT, a geometry that collapses
+     * under integer snapping, or one the fixer cannot repair. The policy is
+     * uniform: one bad geometry is skipped with a warning, never silently and
+     * never by aborting the (possibly multi-hour) build that contains it.
      * @param wkt The Well-Known Text string.
-     * @return Array of Polygons.
+     * @return Array of Polygons, or null to skip.
      */
     public static Polygon[] toPolygons(String wkt) {
         Polygon original;
         try {
             original = ImageTools.wktToPolygon(wkt);
+            if (original == null) {
+                logger.warn("No polygon in WKT; skipping spatial indexing: {}", abbrev(wkt));
+                return null;
+            }
             original.apply(new IntSnapFilter());
             original = snapAndSimplify(original);
         } catch (Exception ex) {
-            logger.error("Failed to parse input WKT as Polygon {} {}", wkt, ex.getMessage());
-            original = gf.createPolygon();
+            logger.warn("Failed to parse WKT as Polygon; skipping spatial indexing: {} ({})",
+                    abbrev(wkt), ex.getMessage());
+            return null;
+        }
+        if (original == null) {
+            logger.warn("Polygon collapsed during integer snapping; skipping spatial indexing: {}",
+                    abbrev(wkt));
+            return null;
         }
         return toPolygons(original);
     }
-    
+
+    private static String abbrev(String wkt) {
+        return (wkt != null && wkt.length() > 200) ? wkt.substring(0, 200) + "..." : wkt;
+    }
+
     public static Polygon fixPolygon(Polygon polygon) {
         // Check if already valid
         if (polygon.isValid()) {
@@ -80,7 +99,10 @@ public static Polygon fixPolygon(Polygon polygon) {
                 return largest;
             }
         }
-        throw new IllegalStateException("Unable to fix invalid polygon: " + polygon);
+        // Describe the polygon by size and extent - embedding the full WKT of a
+        // possibly-100k-vertex polygon in an exception message helps nobody.
+        throw new IllegalStateException("Unable to fix invalid polygon ("
+                + polygon.getNumPoints() + " points, envelope " + polygon.getEnvelopeInternal() + ")");
     }
 
     /**
@@ -90,14 +112,31 @@ public static Polygon fixPolygon(Polygon polygon) {
      * @return Array of Polygons (Levels).
      */
     public static Polygon[] toPolygons(Polygon original) {
+        if (original == null || original.isEmpty()) {
+            return null;
+        }
+        // Snap/clean here (not only in the String entry) so callers passing raw
+        // JTS parts - e.g. individual MULTIPOLYGON members - get the same
+        // integer-grid treatment.
+        original.apply(new IntSnapFilter());
+        original = snapAndSimplify(original);
         if (original == null) {
+            logger.warn("Polygon collapsed during integer snapping; skipping spatial indexing");
             return null;
         }
         List<Polygon> scaledPolygons = new ArrayList<>();
-        Polygon current = fixPolygon(original);
+        Polygon current;
+        try {
+            current = fixPolygon(original);
+        } catch (RuntimeException ex) {
+            // One unfixable geometry must not abort the whole build: skip its
+            // spatial indexing - the source quad itself is still stored.
+            logger.warn("Skipping spatial indexing of unfixable polygon: {}", ex.getMessage());
+            return null;
+        }
         if (current == null || !current.isValid()) {
             return new Polygon[0];
-        }        
+        }
         int maxIterations = 20; // Safety limit to prevent infinite loops
         int iterations = 0;        
         while (iterations < maxIterations) {
@@ -166,14 +205,17 @@ public static List<GridCell> getGridCells(Polygon poly, int numscales) {
 
     /**
      * Determines which grid cells the polygon intersects at a specific resolution scale.
-     * Logic:
-     * Scale 0: Tile covers 256 coordinates.
-     * Scale 1: Tile covers 512 coordinates (1/2 resolution).
-     * Scale 2: Tile covers 1024 coordinates (1/4 resolution).
-     * Formula: EffectiveSize = 256 * 2^scale
-     * 
+     * <p>
+     * The polygon is expected in the coordinates of ITS OWN scale level (already
+     * divided by 2^scale, as produced by {@link #toPolygons}), and every level's
+     * tiles are {@code GRIDTILESIZE} units on a side in those level coordinates -
+     * exactly the grid the writer persists (see generateGridURNs). The old
+     * formula multiplied the tile size by 2^scale ON TOP of the already-scaled
+     * coordinates, so for scale &gt;= 1 the computed cells disagreed with every
+     * stored tile graph URN.
+     *
      * @param cells List to accumulate intersecting grid cells
-     * @param poly The input JTS Polygon (in base scale 0 coordinates)
+     * @param poly The input JTS Polygon, in scale-level coordinates
      * @param scale The pyramid scale level (0, 1, 2, 3...)
      * @return List of GridCell indices at the requested scale
      */
@@ -181,8 +223,8 @@ public static List<GridCell> getGridCells(List<GridCell> cells, Polygon poly, sh
         if (poly == null || poly.isEmpty() || scale < 0) {
             return cells;
         }
-        
-        double effectiveTileSize = GRIDTILESIZE * (1 << scale);
+
+        double effectiveTileSize = GRIDTILESIZE;
         Envelope env = poly.getEnvelopeInternal();
         
         int minGridX = (int) Math.floor(env.getMinX() / effectiveTileSize);
@@ -238,40 +280,62 @@ public boolean isGeometryChanged() {
     }
 
     private static Polygon removeDuplicateAndCollinearVertices(Polygon poly) {
-        Coordinate[] coords = poly.getExteriorRing().getCoordinates();
-        List<Coordinate> cleaned = new ArrayList<>();        
+        // Clean every ring, not just the shell: interior rings (holes - lumens in
+        // pathology annotations) must survive cleanup. A hole that collapses under
+        // snapping is dropped while the outer shape survives.
+        Coordinate[] shellCoords = cleanRing(poly.getExteriorRing().getCoordinates());
+        if (shellCoords == null) {
+            return null;
+        }
+        List<LinearRing> holes = new ArrayList<>();
+        for (int h = 0; h < poly.getNumInteriorRing(); h++) {
+            Coordinate[] ring = cleanRing(poly.getInteriorRingN(h).getCoordinates());
+            if (ring != null) {
+                try {
+                    holes.add(gf.createLinearRing(ring));
+                } catch (Exception e) {
+                    // collapsed/invalid hole: drop it, keep the polygon
+                }
+            }
+        }
+        try {
+            LinearRing shell = gf.createLinearRing(shellCoords);
+            return gf.createPolygon(shell, holes.toArray(LinearRing[]::new));
+        } catch (Exception e) {
+            return null;
+        }
+    }
+
+    /** De-duplicates and de-collinearizes one ring; null when it collapses (&lt;4 points). */
+    private static Coordinate[] cleanRing(Coordinate[] coords) {
+        List<Coordinate> cleaned = new ArrayList<>();
         // Remove duplicate consecutive vertices
         for (Coordinate coord : coords) {
             if (cleaned.isEmpty() || !coord.equals2D(cleaned.get(cleaned.size() - 1))) {
                 cleaned.add(coord);
             }
-        }        
+        }
         // Remove collinear points
         int i = 0;
         while (i < cleaned.size() - 2) {
             Coordinate a = cleaned.get(i);
             Coordinate b = cleaned.get(i + 1);
             Coordinate c = cleaned.get(i + 2);
-            
+
             // Check if b is collinear with a and c
             if (Orientation.index(a, b, c) == 0) {
                 cleaned.remove(i + 1);
             } else {
                 i++;
             }
-        }        
+        }
         // Ensure ring closure
         if (!cleaned.isEmpty() && !cleaned.get(0).equals2D(cleaned.get(cleaned.size() - 1))) {
             cleaned.add(new Coordinate(cleaned.get(0)));
-        }        
+        }
         if (cleaned.size() < 4) {
             return null;
-        }        
-        try {
-            LinearRing shell = gf.createLinearRing(cleaned.toArray(new Coordinate[0]));
-            return gf.createPolygon(shell);
-        } catch (Exception e) {
-            return null;
         }
+        return cleaned.toArray(new Coordinate[0]);
     }
 }
diff --git a/src/main/java/com/ebremer/halcyon/hilbert/WKTDatatype.java b/src/main/java/com/ebremer/halcyon/hilbert/WKTDatatype.java
index 9543992c..44a8621b 100644
--- a/src/main/java/com/ebremer/halcyon/hilbert/WKTDatatype.java
+++ b/src/main/java/com/ebremer/halcyon/hilbert/WKTDatatype.java
@@ -2,7 +2,6 @@
 
 import org.apache.jena.datatypes.BaseDatatype;
 import org.apache.jena.datatypes.DatatypeFormatException;
-import org.apache.jena.graph.impl.LiteralLabel;
 import org.locationtech.jts.geom.Geometry;
 import org.locationtech.jts.io.ParseException;
 import org.locationtech.jts.io.WKTReader;
@@ -10,9 +9,16 @@
 
 public class WKTDatatype extends BaseDatatype {
 
-    public static final String URI = "http://www.opengis.net/ont/geosparql#wktLiteral";   
+    public static final String URI = "http://www.opengis.net/ont/geosparql#wktLiteral";
     public static final WKTDatatype INSTANCE = new WKTDatatype();
 
+    static {
+        // Self-register on first touch: without this, the parse/equality machinery
+        // below was inert - TypeMapper handed out a generic datatype for
+        // geo:wktLiteral and nothing ever consulted this class.
+        org.apache.jena.datatypes.TypeMapper.getInstance().registerDatatype(INSTANCE);
+    }
+
     private WKTDatatype() {
         super(URI);
     }
@@ -21,7 +27,7 @@ private WKTDatatype() {
      * Parse the Lexical Form (String) into a Java Object (JTS Geometry).
      * GeoSPARQL literals can look like: "<http://www.opengis.net/def/crs/EPSG/0/4326> POINT(10 20)"
      * @param lexicalForm
-     * @return 
+     * @return
      */
     @Override
     public Object parse(String lexicalForm) throws DatatypeFormatException {
@@ -38,10 +44,16 @@ public Object parse(String lexicalForm) throws DatatypeFormatException {
             }
             WKTReader reader = new WKTReader();
             return reader.read(cleanWkt);
-        } catch (ParseException e) {
+        } catch (ParseException | RuntimeException e) {
+            // JTS throws IllegalArgumentException - not ParseException - for
+            // structurally invalid geometry (e.g. a two-point ring), and RIOT
+            // validates every wktLiteral through this method now that the
+            // datatype is registered. Anything escaping here turns one bad
+            // literal into a fatal abort of the whole parse; wrapping it makes
+            // it the ill-typed-literal warning it should be.
             throw new DatatypeFormatException(
-                lexicalForm, 
-                this, 
+                lexicalForm,
+                this,
                 "Invalid WKT format: " + e.getMessage()
             );
         }
@@ -76,24 +88,10 @@ public boolean isValid(String lexicalForm) {
         }
     }
     
-    /**
-     * Comparison logic for SPARQL FILTERs
-     * @param value1
-     * @param value2
-     * @return 
-     */
-    @Override
-    public boolean isEqual(LiteralLabel value1, LiteralLabel value2) {
-        // Parse both to Geometries and check equality (topological equality)
-        if (value1.getDatatype() == this && value2.getDatatype() == this) {
-            try {
-                Geometry g1 = (Geometry) value1.getValue();
-                Geometry g2 = (Geometry) value2.getValue();
-                return g1.equals(g2); // JTS topological equality
-            } catch (Exception e) {
-                return false;
-            }
-        }
-        return super.isEqual(value1, value2);
-    }
+    // NOTE: no isEqual override. An earlier version compared wktLiterals by JTS
+    // topological equality, which changes RDF *term* equality - sameTerm, HashSet
+    // membership, and the writer's dictionary deduplication would silently
+    // collapse lexically distinct geometries (and pay a JTS parse per equality
+    // check). Term equality stays lexical (the BaseDatatype default); geometric
+    // comparison belongs in filter functions like geof:sfIntersects.
 }
diff --git a/src/main/java/com/ebremer/halcyon/hilbert/eRange.java b/src/main/java/com/ebremer/halcyon/hilbert/eRange.java
deleted file mode 100644
index 5ac0fd29..00000000
--- a/src/main/java/com/ebremer/halcyon/hilbert/eRange.java
+++ /dev/null
@@ -1,74 +0,0 @@
-package com.ebremer.halcyon.hilbert;
-
-/**
- *
- * @author erich
- */
-public class eRange implements Comparable<eRange> {
-    private final long low;
-    private final long high;
-
-    public eRange(long low, long high) {
-        this.low = Math.min(low, high);
-        this.high = Math.max(low, high);
-    }
-    
-    @Override
-    public int compareTo(eRange candidate) {          
-        return (this.low < candidate.low() ? -1 : 
-            (this.low == candidate.low() ? 0 : 1));     
-    }       
-    
-    public static eRange create(long low, long high) {
-        return new eRange(low, high);
-    }
-
-    public static eRange create(long value) {
-        return new eRange(value, value);
-    }
-
-    public long low() {
-        return low;
-    }
-
-    public long high() {
-        return high;
-    }
-
-    public boolean contains(long value) {
-        return low <= value && value <= high;
-    }
-
-    @Override
-    public String toString() {
-        return "Range [low=" + low + ", high=" + high + "]";
-    }
-
-    @Override
-    public int hashCode() {
-        final int prime = 31;
-        int result = 1;
-        result = prime * result + (int) (high ^ (high >>> 32));
-        result = prime * result + (int) (low ^ (low >>> 32));
-        return result;
-    }
-
-    @Override
-    public boolean equals(Object obj) {
-        if (this == obj)
-            return true;
-        if (obj == null)
-            return false;
-        if (getClass() != obj.getClass())
-            return false;
-        eRange other = (eRange) obj;
-        if (high != other.high)
-            return false;
-        return low == other.low;
-    }
-
-    public eRange join(eRange range) {
-        return eRange.create(Math.min(low, range.low), Math.max(high, range.high));
-    }
-    
-}
diff --git a/src/main/java/com/ebremer/halcyon/hilbert/hNode.java b/src/main/java/com/ebremer/halcyon/hilbert/hNode.java
deleted file mode 100644
index 95ccb3ed..00000000
--- a/src/main/java/com/ebremer/halcyon/hilbert/hNode.java
+++ /dev/null
@@ -1,11 +0,0 @@
-package com.ebremer.halcyon.hilbert;
-
-/**
- *
- * @author erich
- */
-public class hNode {
-    public hNode left = null;
-    public hNode right = null;
-    
-}
diff --git a/src/main/java/com/ebremer/halcyon/hilbert/hTools.java b/src/main/java/com/ebremer/halcyon/hilbert/hTools.java
deleted file mode 100644
index 65258159..00000000
--- a/src/main/java/com/ebremer/halcyon/hilbert/hTools.java
+++ /dev/null
@@ -1,26 +0,0 @@
-package com.ebremer.halcyon.hilbert;
-
-import java.util.ArrayList;
-import java.util.Collections;
-import org.davidmoten.hilbert.Range;
-import org.davidmoten.hilbert.Ranges;
-
-/**
- *
- * @author erich
- */
-public class hTools {
-    
-    public static Ranges Tran(ArrayList<Range> src) {
-        ArrayList<eRange> tmp = new ArrayList<>();
-        for (Range r : src) {
-            tmp.add(new eRange(r.low(),r.high()));
-        }
-        Collections.sort(tmp);
-        Ranges rr = new Ranges(tmp.size());
-        for (eRange ee : tmp) {
-            rr.add(ee.low(),ee.high());
-        }
-        return rr;
-    }
-}
diff --git a/src/main/java/com/ebremer/halcyon/hilbert/hsPolygon.java b/src/main/java/com/ebremer/halcyon/hilbert/hsPolygon.java
deleted file mode 100644
index 3f36eb08..00000000
--- a/src/main/java/com/ebremer/halcyon/hilbert/hsPolygon.java
+++ /dev/null
@@ -1,41 +0,0 @@
-package com.ebremer.halcyon.hilbert;
-
-import java.util.List;
-import org.davidmoten.hilbert.Range;
-import org.davidmoten.hilbert.Ranges;
-
-/**
- *
- * @author erich
- */
-public class hsPolygon {
-    List<Range> ranges;
-    private long min;
-    private long max;
-    
-    public hsPolygon(Ranges r) {
-        ranges = r.toList();
-    }
-    
-    private long getMin() {
-        return min;
-    }
-
-    private long getMax() {
-        return max;
-    }
-    
-    private void FindMixMax() {
-        min = Long.MAX_VALUE;
-        max = Long.MIN_VALUE;
-        for (Range r : ranges) {
-            min = Math.min(min,r.low());
-            max = Math.max(max,r.high());
-        }
-    }
-    
-    public List<Range> getRanges() {
-        return ranges;
-    }
-    
-}
diff --git a/src/main/resources/META-INF/native-image/resource-config.json b/src/main/resources/META-INF/native-image/resource-config.json
index 23d8e113..c78a3056 100644
--- a/src/main/resources/META-INF/native-image/resource-config.json
+++ b/src/main/resources/META-INF/native-image/resource-config.json
@@ -2,7 +2,9 @@
   "resources": {
     "includes": [
       { "pattern": "META-INF/sparql/.*" },
-      { "pattern": "log4j2.yaml" },
+      { "pattern": "beakgraph.png" },
+      { "pattern": "beakgraph-version.properties" },
+      { "pattern": "log4j2.yml" },
       { "pattern": "org/apache/jena/ext/xerces/impl/msg/.*" },
       { "pattern": "META-INF/services/.*" }
     ]
diff --git a/src/main/resources/META-INF/sparql/beakgraph.png b/src/main/resources/META-INF/sparql/beakgraph.png
deleted file mode 100644
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diff --git a/src/main/resources/log4j2.yml b/src/main/resources/log4j2.yml
index 821b8f6f..7ab3d18f 100644
--- a/src/main/resources/log4j2.yml
+++ b/src/main/resources/log4j2.yml
@@ -23,6 +23,15 @@ Configuration:
         - ref: FileAppender
 
     Logger:
+      # BeakGraph's own progress reporting (quads loaded, dictionary/index build,
+      # skipped geometries) lives at INFO/WARN - the root stays at ERROR so
+      # third-party libraries remain quiet.
+      - name: com.ebremer.beakgraph
+        level: info
+        additivity: false
+        AppenderRef:
+          - ref: STDOUT
+          - ref: FileAppender
       - name: org.apache.jena.fuseki
         level: error
         additivity: false
diff --git a/src/test/java/com/ebremer/beakgraph/BGIteratorConcreteSubjectTest.java b/src/test/java/com/ebremer/beakgraph/BGIteratorConcreteSubjectTest.java
index 9f6fb858..890e56f2 100644
--- a/src/test/java/com/ebremer/beakgraph/BGIteratorConcreteSubjectTest.java
+++ b/src/test/java/com/ebremer/beakgraph/BGIteratorConcreteSubjectTest.java
@@ -35,6 +35,7 @@ class BGIteratorConcreteSubjectTest {
 
     @TempDir
     static Path dir;
+    static BeakGraph bg;
     static Dataset ds;
 
     @BeforeAll
@@ -46,7 +47,14 @@ static void buildAndOpen() throws Exception {
                 .setSource(ttl).setDestination(h5)
                 .setSpatial(false).setFeatures(false)
                 .build().write();
-        ds = new BeakGraph(new HDF5Reader(h5)).getDataset();
+        bg = new BeakGraph(new HDF5Reader(h5));
+        ds = bg.getDataset();
+    }
+
+    @org.junit.jupiter.api.AfterAll
+    static void closeReader() {
+        // Release the mapped file: a leaked reader makes @TempDir cleanup flaky on Windows.
+        if (bg != null) bg.close();
     }
 
     private static int count(String iri) {
diff --git a/src/test/java/com/ebremer/beakgraph/BadPolygonResilienceTest.java b/src/test/java/com/ebremer/beakgraph/BadPolygonResilienceTest.java
new file mode 100644
index 00000000..f2a87a0e
--- /dev/null
+++ b/src/test/java/com/ebremer/beakgraph/BadPolygonResilienceTest.java
@@ -0,0 +1,139 @@
+package com.ebremer.beakgraph;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertNull;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+import com.ebremer.beakgraph.core.BeakGraph;
+import com.ebremer.beakgraph.hdf5.readers.HDF5Reader;
+import com.ebremer.beakgraph.hdf5.writers.HDF5Writer;
+import com.ebremer.halcyon.hilbert.PolygonScaler;
+import java.io.File;
+import java.nio.charset.StandardCharsets;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import org.apache.jena.query.Dataset;
+import org.apache.jena.query.QueryExecution;
+import org.apache.jena.query.QueryFactory;
+import org.apache.jena.query.ResultSet;
+import org.junit.jupiter.api.AfterAll;
+import org.junit.jupiter.api.BeforeAll;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.io.TempDir;
+
+/**
+ * Regression tests for the bad-geometry policy: one problematic polygon must
+ * never abort a (possibly multi-hour) spatial build, and the failure modes are
+ * uniform - parse failure, snap-collapse and unfixable geometry all skip that
+ * geometry's spatial indexing (with a warning) while the source quad itself is
+ * still stored and every other geometry is indexed normally.
+ */
+class BadPolygonResilienceTest {
+
+    // ex:degen is structurally invalid WKT (a two-point ring): JTS throws
+    // IllegalArgumentException for it, not ParseException - real pathology data
+    // contains these, and one of them must not abort the parse of a whole file.
+    private static final String TTL = """
+        @prefix ex:  <http://ex.org/> .
+        @prefix geo: <http://www.opengis.net/ont/geosparql#> .
+        ex:good geo:asWKT "POLYGON((0 0,64 0,64 64,0 64,0 0))"^^geo:wktLiteral .
+        ex:tiny geo:asWKT "POLYGON((0.1 0.1,0.4 0.1,0.4 0.4,0.1 0.4,0.1 0.1))"^^geo:wktLiteral .
+        ex:bow  geo:asWKT "POLYGON((0 0,10 10,10 0,0 10,0 0))"^^geo:wktLiteral .
+        ex:degen geo:asWKT "POLYGON((0 0,1 1))"^^geo:wktLiteral .
+        """;
+
+    @TempDir
+    static Path dir;
+    static BeakGraph bg;
+    static Dataset ds;
+
+    @BeforeAll
+    static void buildAndOpen() throws Exception {
+        File ttl = dir.resolve("badpoly.ttl").toFile();
+        File h5 = dir.resolve("badpoly.ttl.h5").toFile();
+        Files.write(ttl.toPath(), TTL.getBytes(StandardCharsets.UTF_8));
+        // The collapsing and self-intersecting geometries must not abort this.
+        HDF5Writer.Builder()
+                .setSource(ttl).setDestination(h5)
+                .setSpatial(true).setFeatures(false)
+                .build().write();
+        bg = new BeakGraph(new HDF5Reader(h5));
+        ds = bg.getDataset();
+    }
+
+    @AfterAll
+    static void closeReader() {
+        if (bg != null) bg.close();
+    }
+
+    private static int count(String where) {
+        try (QueryExecution qe = QueryExecution.dataset(ds).query(QueryFactory.create(
+                "PREFIX ex: <http://ex.org/> SELECT * WHERE { " + where + " }")).build()) {
+            ResultSet rs = qe.execSelect();
+            int n = 0;
+            while (rs.hasNext()) { rs.next(); n++; }
+            return n;
+        }
+    }
+
+    @Test
+    void goodGeometryIsIndexedDespiteBadNeighbors() {
+        assertTrue(count("GRAPH <" + Params.SPATIALSTRING + "> { ex:good ?p ?o }") > 0,
+            "the well-formed geometry must be spatially indexed");
+    }
+
+    @Test
+    void collapsedGeometryHasNoScaledPyramidButBuildSurvives() {
+        // Snapping collapses the sub-pixel polygon, so no scaled-WKT pyramid is
+        // produced for it (and - critically - the build did not abort). Its
+        // recall-safe index cells ARE still written: the geometry stays findable,
+        // and sfIntersects verification uses the precise original WKT.
+        assertEquals(0, count("GRAPH <" + Params.SPATIALSTRING + "> { ex:tiny <https://halcyon.is/ns/asWKT0> ?o }"));
+    }
+
+    @Test
+    void sourceQuadsSurviveRegardlessOfGeometryFate() {
+        assertEquals(4, count("?s <http://www.opengis.net/ont/geosparql#asWKT> ?o"));
+    }
+
+    @Test
+    void structurallyInvalidWktIsKeptAsATermAndSkippedSpatially() {
+        // The two-point ring survives as an RDF term (lexical + datatype intact)...
+        assertEquals(1, count("ex:degen <http://www.opengis.net/ont/geosparql#asWKT> "
+            + "\"POLYGON((0 0,1 1))\"^^<http://www.opengis.net/ont/geosparql#wktLiteral>"));
+        // ...but contributes nothing to the spatial index.
+        assertEquals(0, count("GRAPH <" + Params.SPATIALSTRING + "> { ex:degen ?p ?o }"));
+    }
+
+    @Test
+    void selfIntersectingStoredGeometryIsReturnedBySpatialQueries() {
+        // The bowtie is deliberately indexed at build time; the sfIntersects
+        // verification stage must repair it rather than throw (which made Jena
+        // drop the row - an indexed geometry no query could ever return).
+        // Region inside the bowtie's left lobe; it also overlaps ex:good.
+        assertEquals(1, count("?f <http://www.opengis.net/ont/geosparql#asWKT> ?w . "
+            + "FILTER(?f = ex:bow) "
+            + "FILTER(<http://www.opengis.net/def/function/geosparql/sfIntersects>(?w, "
+            + "\"POLYGON((1 4,2 4,2 6,1 6,1 4))\"^^<http://www.opengis.net/ont/geosparql#wktLiteral>))"),
+            "the self-intersecting geometry must be returned by a query over its real area");
+    }
+
+    @Test
+    void invalidQueryRegionStillAnswersInsteadOfEmptying() {
+        // A self-intersecting QUERY region must be repaired too, not silently
+        // turned into zero rows for every candidate.
+        assertEquals(1, count("ex:good <http://www.opengis.net/ont/geosparql#asWKT> ?w . "
+            + "FILTER(<http://www.opengis.net/def/function/geosparql/sfIntersects>(?w, "
+            + "\"POLYGON((0 0,20 20,20 0,0 20,0 0))\"^^<http://www.opengis.net/ont/geosparql#wktLiteral>))"));
+    }
+
+    @Test
+    void unfixablePolygonReturnsNullInsteadOfThrowing() {
+        // Direct unit check of the policy seam: a geometry the fixer cannot repair
+        // must come back as "skip" (null), never as an exception that would abort
+        // the build. An empty polygon exercises the null/empty guard; the
+        // collapsing TTL geometry above exercises the snap-collapse path end-to-end.
+        assertNull(PolygonScaler.toPolygons(
+            new org.locationtech.jts.geom.GeometryFactory().createPolygon()));
+    }
+}
diff --git a/src/test/java/com/ebremer/beakgraph/BitPackedUnSignedLongBufferTest.java b/src/test/java/com/ebremer/beakgraph/BitPackedUnSignedLongBufferTest.java
index 78196422..235704c0 100644
--- a/src/test/java/com/ebremer/beakgraph/BitPackedUnSignedLongBufferTest.java
+++ b/src/test/java/com/ebremer/beakgraph/BitPackedUnSignedLongBufferTest.java
@@ -35,6 +35,34 @@ void roundTripsAcrossSupportedWidths() {
         }
     }
 
+    @Test
+    void streamFailsLoudlyOnTruncatedBuffer() {
+        // A buffer shorter than its declared entry count is corrupt. The stream
+        // used to emit silent garbage (negative-shift artifacts) where the
+        // sequential reader threw; both must now fail loudly.
+        java.nio.ByteBuffer twoBytes = java.nio.ByteBuffer.allocate(2);
+        BitPackedUnSignedLongBuffer truncated = new BitPackedUnSignedLongBuffer(null, twoBytes, 10, 16);
+        assertThrows(java.nio.BufferUnderflowException.class, () -> truncated.stream().toArray());
+    }
+
+    @Test
+    void rejectsValuesThatWouldBeTruncated() {
+        // A value wider than the buffer's bit width used to be silently masked,
+        // corrupting the dictionary far from the cause. It must be rejected.
+        BitPackedUnSignedLongBuffer narrow = new BitPackedUnSignedLongBuffer(null, null, 0, 8);
+        assertDoesNotThrow(() -> narrow.writeLong(255));
+        assertThrows(IllegalArgumentException.class, () -> narrow.writeLong(256));
+        assertThrows(IllegalArgumentException.class, () -> narrow.writeLong(-1));
+        assertThrows(IllegalArgumentException.class, () -> narrow.writeInteger(256));
+
+        // Widths 32 and 64 legitimately carry full two's-complement patterns
+        // (the int/long literal buffers): negatives must stay writable there.
+        BitPackedUnSignedLongBuffer w32 = new BitPackedUnSignedLongBuffer(null, null, 0, 32);
+        assertDoesNotThrow(() -> w32.writeInteger(-5));
+        BitPackedUnSignedLongBuffer w64 = new BitPackedUnSignedLongBuffer(null, null, 0, 64);
+        assertDoesNotThrow(() -> w64.writeLong(Long.MIN_VALUE));
+    }
+
     @Test
     void rejectsUnsupportedBitWidths() {
         // 58..63 would overflow the 64-bit accumulator (value + <=7-bit sub-byte offset) and silently
diff --git a/src/test/java/com/ebremer/beakgraph/DefaultGraphSentinelTest.java b/src/test/java/com/ebremer/beakgraph/DefaultGraphSentinelTest.java
new file mode 100644
index 00000000..801289a7
--- /dev/null
+++ b/src/test/java/com/ebremer/beakgraph/DefaultGraphSentinelTest.java
@@ -0,0 +1,84 @@
+package com.ebremer.beakgraph;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+import com.ebremer.beakgraph.core.BeakGraph;
+import com.ebremer.beakgraph.core.lib.NodeComparator;
+import com.ebremer.beakgraph.hdf5.readers.HDF5Reader;
+import com.ebremer.beakgraph.hdf5.writers.HDF5Writer;
+import java.io.File;
+import java.nio.charset.StandardCharsets;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import org.apache.jena.graph.Node;
+import org.apache.jena.graph.NodeFactory;
+import org.apache.jena.query.Dataset;
+import org.apache.jena.query.QueryExecution;
+import org.apache.jena.query.QueryFactory;
+import org.apache.jena.query.ResultSet;
+import org.apache.jena.sparql.core.Quad;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.io.TempDir;
+
+/**
+ * The two ARQ default-graph sentinel URIs are DISTINCT RDF terms. The
+ * comparator ranked both "default" and returned 0 for the pair, so a source
+ * that used urn:x-arq:DefaultGraphNode as a data term collapsed it onto the
+ * same dictionary id as urn:x-arq:DefaultGraph - queries then returned the
+ * wrong term or nothing.
+ */
+class DefaultGraphSentinelTest {
+
+    @Test
+    void sentinelTermsAreDistinctAndDefaultGraphSortsFirst() {
+        NodeComparator cmp = NodeComparator.INSTANCE;
+        Node dg = Quad.defaultGraphIRI;
+        Node dgn = Quad.defaultGraphNodeGenerated;
+        assertTrue(cmp.compare(dg, dgn) != 0, "distinct sentinel terms must not compare equal");
+        assertTrue(cmp.compare(dg, dgn) < 0, "urn:x-arq:DefaultGraph must keep the lowest rank");
+        assertEquals(-Integer.signum(cmp.compare(dgn, dg)), Integer.signum(cmp.compare(dg, dgn)));
+        // Both sentinels still rank before ordinary terms.
+        Node uri = NodeFactory.createURI("http://ex.org/a");
+        assertTrue(cmp.compare(dg, uri) < 0);
+        assertTrue(cmp.compare(dgn, uri) < 0);
+        assertEquals(0, cmp.compare(dg, dg));
+        assertEquals(0, cmp.compare(dgn, dgn));
+    }
+
+    @TempDir
+    Path dir;
+
+    @Test
+    void sentinelUriAsDataTermRoundTrips() throws Exception {
+        String ttl = """
+            @prefix ex: <http://ex.org/> .
+            <urn:x-arq:DefaultGraphNode> ex:p <urn:x-arq:DefaultGraph> .
+            <urn:x-arq:DefaultGraphNode> ex:q "v" .
+            ex:normal ex:p ex:other .
+            """;
+        File src = dir.resolve("sentinel.ttl").toFile();
+        File h5 = dir.resolve("sentinel.ttl.h5").toFile();
+        Files.write(src.toPath(), ttl.getBytes(StandardCharsets.UTF_8));
+        HDF5Writer.Builder().setSource(src).setDestination(h5)
+                .setSpatial(false).setFeatures(false).build().write();
+
+        try (BeakGraph bg = new BeakGraph(new HDF5Reader(h5))) {
+            Dataset ds = bg.getDataset();
+            assertEquals(1, count(ds, "SELECT ?o WHERE { <urn:x-arq:DefaultGraphNode> ex:p ?o }"),
+                    "the sentinel-URI subject must be findable as its own term");
+            assertEquals(1, count(ds, "SELECT ?s WHERE { ?s ex:q \"v\" }"));
+            assertEquals(3, count(ds, "SELECT * WHERE { ?s ?p ?o }"));
+        }
+    }
+
+    private static int count(Dataset ds, String query) {
+        try (QueryExecution qe = QueryExecution.dataset(ds)
+                .query(QueryFactory.create("PREFIX ex: <http://ex.org/> " + query)).build()) {
+            ResultSet rs = qe.execSelect();
+            int n = 0;
+            while (rs.hasNext()) { rs.next(); n++; }
+            return n;
+        }
+    }
+}
diff --git a/src/test/java/com/ebremer/beakgraph/DualRoleUriTest.java b/src/test/java/com/ebremer/beakgraph/DualRoleUriTest.java
index c70f6641..5c01da3b 100644
--- a/src/test/java/com/ebremer/beakgraph/DualRoleUriTest.java
+++ b/src/test/java/com/ebremer/beakgraph/DualRoleUriTest.java
@@ -44,6 +44,7 @@ class DualRoleUriTest {
 
     @TempDir
     static Path dir;
+    static BeakGraph bg;
     static Dataset ds;
     static File h5;
 
@@ -53,7 +54,14 @@ static void build() throws Exception {
         h5 = dir.resolve("dual.ttl.h5").toFile();
         Files.write(ttl.toPath(), TTL.getBytes(StandardCharsets.UTF_8));
         HDF5Writer.Builder().setSource(ttl).setDestination(h5).setSpatial(false).setFeatures(false).build().write();
-        ds = new BeakGraph(new HDF5Reader(h5)).getDataset();
+        bg = new BeakGraph(new HDF5Reader(h5));
+        ds = bg.getDataset();
+    }
+
+    @org.junit.jupiter.api.AfterAll
+    static void closeReader() {
+        // Release the mapped file: a leaked reader makes @TempDir cleanup flaky on Windows.
+        if (bg != null) bg.close();
     }
 
     private static String one(String var, String query) {
diff --git a/src/test/java/com/ebremer/beakgraph/FeatureGenerationResilienceTest.java b/src/test/java/com/ebremer/beakgraph/FeatureGenerationResilienceTest.java
new file mode 100644
index 00000000..ff5ac868
--- /dev/null
+++ b/src/test/java/com/ebremer/beakgraph/FeatureGenerationResilienceTest.java
@@ -0,0 +1,97 @@
+package com.ebremer.beakgraph;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+import com.ebremer.beakgraph.core.BeakGraph;
+import com.ebremer.beakgraph.hdf5.readers.HDF5Reader;
+import com.ebremer.beakgraph.hdf5.writers.HDF5Writer;
+import java.io.File;
+import java.nio.charset.StandardCharsets;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import org.apache.jena.query.Dataset;
+import org.apache.jena.query.QueryExecution;
+import org.apache.jena.query.QueryFactory;
+import org.apache.jena.query.ResultSet;
+import org.junit.jupiter.api.AfterAll;
+import org.junit.jupiter.api.BeforeAll;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.io.TempDir;
+
+/**
+ * Regression test for the FEATURES pipeline's bad-geometry policy: a
+ * structurally invalid WKT (two-point ring - JTS throws
+ * IllegalArgumentException, not ParseException) must not abort the build
+ * through MajorMinor/Gen2DFeatures. One geometry's features are skipped with a
+ * warning; every other geometry still gets its features.
+ */
+class FeatureGenerationResilienceTest {
+
+    private static final String TTL = """
+        @prefix ex:  <http://ex.org/> .
+        @prefix geo: <http://www.opengis.net/ont/geosparql#> .
+        ex:good geo:asWKT "POLYGON((0 0,64 0,64 32,0 32,0 0))"^^geo:wktLiteral .
+        ex:degen geo:asWKT "POLYGON((0 0,1 1))"^^geo:wktLiteral .
+        ex:crs geo:asWKT "<http://www.opengis.net/def/crs/EPSG/0/4326> POLYGON((200 200,264 200,264 232,200 232,200 200))"^^geo:wktLiteral .
+        """;
+
+    @TempDir
+    static Path dir;
+    static BeakGraph bg;
+    static Dataset ds;
+
+    @BeforeAll
+    static void buildAndOpen() throws Exception {
+        File ttl = dir.resolve("features.ttl").toFile();
+        File h5 = dir.resolve("features.ttl.h5").toFile();
+        Files.write(ttl.toPath(), TTL.getBytes(StandardCharsets.UTF_8));
+        // Pre-fix this aborted: MajorMinor.add let the IllegalArgumentException
+        // escape into the spatial task's Future, failing the whole write.
+        HDF5Writer.Builder().setSource(ttl).setDestination(h5)
+                .setSpatial(true).setFeatures(true).build().write();
+        bg = new BeakGraph(new HDF5Reader(h5));
+        ds = bg.getDataset();
+    }
+
+    @AfterAll
+    static void closeReader() {
+        if (bg != null) bg.close();
+    }
+
+    private static int count(String where) {
+        try (QueryExecution qe = QueryExecution.dataset(ds).query(QueryFactory.create(
+                "PREFIX ex: <http://ex.org/> PREFIX hal: <https://halcyon.is/ns/> SELECT * WHERE { " + where + " }")).build()) {
+            ResultSet rs = qe.execSelect();
+            int n = 0;
+            while (rs.hasNext()) { rs.next(); n++; }
+            return n;
+        }
+    }
+
+    @Test
+    void goodGeometryGetsFeatures() {
+        assertEquals(1, count("ex:good hal:centroid ?c"),
+            "the well-formed geometry must get its derived features");
+    }
+
+    @Test
+    void degenerateGeometryIsSkippedWithoutFeatures() {
+        assertEquals(0, count("ex:degen hal:centroid ?c"));
+    }
+
+    @Test
+    void crsPrefixedGeometryGetsFeatures() {
+        // The GeoSPARQL-standard "<crs-uri> WKT" form: the spatial indexing path
+        // stripped the prefix but feature generation re-read the raw lexical, so
+        // JTS threw and CRS-prefixed geometries silently got no features.
+        assertEquals(1, count("ex:crs hal:centroid ?c"),
+            "a CRS-prefixed geometry must get the same derived features as a plain one");
+    }
+
+    @Test
+    void bothSourceQuadsSurvive() {
+        assertTrue(count("ex:good ?p ?o") >= 1);
+        assertTrue(count("ex:degen ?p ?o") >= 1);
+    }
+}
diff --git a/src/test/java/com/ebremer/beakgraph/FeatureMathTest.java b/src/test/java/com/ebremer/beakgraph/FeatureMathTest.java
new file mode 100644
index 00000000..93d2709a
--- /dev/null
+++ b/src/test/java/com/ebremer/beakgraph/FeatureMathTest.java
@@ -0,0 +1,49 @@
+package com.ebremer.beakgraph;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+
+import com.ebremer.beakgraph.features.ShapeAnalysis;
+import com.ebremer.halcyon.geometry.Point;
+import com.ebremer.halcyon.geometry.Vector2D;
+import java.awt.image.BufferedImage;
+import org.junit.jupiter.api.Test;
+
+/**
+ * Regression tests for feature-math defects:
+ * <ul>
+ *   <li>Vector2D.Magnitude(Point) computed sqrt(x*x + y+y) - addition instead
+ *       of multiplication - and overflowed int for coordinates above ~46340.</li>
+ *   <li>ShapeAnalysis.isEdge read the four neighbours without bounds checks, so
+ *       a filled pixel on the image border threw ArrayIndexOutOfBoundsException
+ *       out of Circumference.</li>
+ * </ul>
+ */
+class FeatureMathTest {
+
+    @Test
+    void magnitudeUsesSquaresNotSums() {
+        assertEquals(5.0, Vector2D.Magnitude(new Point(3, 4)), 1e-9);
+        assertEquals(13.0, Vector2D.Magnitude(new Point(5, 12)), 1e-9);
+    }
+
+    @Test
+    void magnitudeSurvivesLargeCoordinates() {
+        // 50000^2 overflows int; slide-scale coordinates routinely exceed 46340.
+        double expected = Math.sqrt(2.0 * 50000.0 * 50000.0);
+        assertEquals(expected, Vector2D.Magnitude(new Point(50000, 50000)), 1e-3);
+    }
+
+    @Test
+    void circumferenceHandlesShapesTouchingTheBorder() {
+        // Every pixel filled: all are border/edge pixels. Previously isEdge read
+        // (x-1,y) etc. without bounds checks and threw on the first border pixel.
+        BufferedImage bi = new BufferedImage(3, 3, BufferedImage.TYPE_INT_ARGB);
+        for (int x = 0; x < 3; x++) {
+            for (int y = 0; y < 3; y++) {
+                bi.setRGB(x, y, 0xFFFFFFFF);
+            }
+        }
+        assertEquals(8, ShapeAnalysis.Circumference(bi),
+            "all pixels except the centre are edge pixels of the 3x3 block");
+    }
+}
diff --git a/src/test/java/com/ebremer/beakgraph/HilbertSpaceFixesTest.java b/src/test/java/com/ebremer/beakgraph/HilbertSpaceFixesTest.java
index f12ea876..fae8c44d 100644
--- a/src/test/java/com/ebremer/beakgraph/HilbertSpaceFixesTest.java
+++ b/src/test/java/com/ebremer/beakgraph/HilbertSpaceFixesTest.java
@@ -56,6 +56,36 @@ void fromWktRejectsGarbageWithCatchableException() {
         throw new AssertionError("malformed WKT must raise a RuntimeException");
     }
 
+    // --- Corner-only range relevance ----------------------------------------
+
+    @Test
+    void subCellPolygonProducesANonEmptyCover() {
+        // Smaller than one cell and away from every cell corner: the old
+        // relevance test only asked whether the polygon covers a range's two
+        // endpoint cell-corner POINTS, so this real polygon produced an EMPTY
+        // Hilbert cover - a silent false negative for every API consumer.
+        String subCell = "POLYGON((0.2 0.2,0.8 0.2,0.8 0.8,0.2 0.8,0.2 0.2))";
+        ArrayList<Range> ranges = HilbertPolygon.Polygon2Hilbert(subCell, 0);
+        long cell00 = HilbertSpace.hc.index(0, 0);
+        assertFalse(ranges.isEmpty(), "a real polygon must produce a non-empty cover");
+        assertTrue(ranges.stream().anyMatch(r -> r.low() <= cell00 && cell00 <= r.high()),
+            "the cover must contain the polygon's own cell");
+
+        // Same failure mode at a coarser scale (cells of 2^2 units).
+        ArrayList<Range> scaled = HilbertPolygon.Polygon2Hilbert(subCell, 2);
+        assertFalse(scaled.isEmpty(), "the scaled cover must not be empty either");
+    }
+
+    @Test
+    void cellInteriorOverlapKeepsTheRange() {
+        // Overlaps the interior of cell (5,4) without covering its corner point.
+        ArrayList<Range> ranges = HilbertPolygon.Polygon2Hilbert(
+            "POLYGON((5.2 4.2,5.8 4.2,5.8 4.8,5.2 4.8,5.2 4.2))", 0);
+        long cell = HilbertSpace.hc.index(5, 4);
+        assertTrue(ranges.stream().anyMatch(r -> r.low() <= cell && cell <= r.high()),
+            "a range whose cell the polygon overlaps must be kept");
+    }
+
     // --- H10 ----------------------------------------------------------------
 
     @Test
diff --git a/src/test/java/com/ebremer/beakgraph/InputBindingShapeTest.java b/src/test/java/com/ebremer/beakgraph/InputBindingShapeTest.java
new file mode 100644
index 00000000..2e8ab935
--- /dev/null
+++ b/src/test/java/com/ebremer/beakgraph/InputBindingShapeTest.java
@@ -0,0 +1,126 @@
+package com.ebremer.beakgraph;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertFalse;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+import com.ebremer.beakgraph.core.BeakGraph;
+import com.ebremer.beakgraph.hdf5.readers.HDF5Reader;
+import com.ebremer.beakgraph.hdf5.writers.HDF5Writer;
+import java.io.File;
+import java.nio.charset.StandardCharsets;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.util.ArrayList;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Set;
+import org.apache.jena.graph.NodeFactory;
+import org.apache.jena.query.Dataset;
+import org.apache.jena.query.QueryExecution;
+import org.apache.jena.query.QueryFactory;
+import org.apache.jena.query.ResultSet;
+import org.apache.jena.sparql.core.Var;
+import org.apache.jena.sparql.engine.binding.Binding;
+import org.apache.jena.sparql.exec.QueryExec;
+import org.apache.jena.sparql.exec.RowSet;
+import org.junit.jupiter.api.AfterAll;
+import org.junit.jupiter.api.BeforeAll;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.io.TempDir;
+
+/**
+ * Bindings flowing INTO a BeakGraph BGP (VALUES, BIND, joins) must come back
+ * out well-formed. SolverLibBeak.convert copies every input var into the
+ * BindingNodeId for id-level solving, and BindingBG also mounts the original
+ * binding as its BindingBase parent - before the fix each input var was
+ * therefore exposed twice: size() was inflated, vars() yielded duplicates, and
+ * DISTINCT could not merge such a row with an equal-valued row of normal shape
+ * (two identical rows came back).
+ */
+class InputBindingShapeTest {
+
+    private static final String TTL = """
+        @prefix ex: <http://ex.org/> .
+        ex:s1 ex:p ex:o1 .
+        """;
+
+    private static final String PREFIX = "PREFIX ex: <http://ex.org/> ";
+
+    @TempDir
+    static Path dir;
+    static BeakGraph bg;
+    static Dataset ds;
+
+    @BeforeAll
+    static void buildAndOpen() throws Exception {
+        File ttl = dir.resolve("shape.ttl").toFile();
+        File h5 = dir.resolve("shape.ttl.h5").toFile();
+        Files.write(ttl.toPath(), TTL.getBytes(StandardCharsets.UTF_8));
+        HDF5Writer.Builder().setSource(ttl).setDestination(h5)
+                .setSpatial(false).setFeatures(false).build().write();
+        bg = new BeakGraph(new HDF5Reader(h5));
+        ds = bg.getDataset();
+    }
+
+    @AfterAll
+    static void closeReader() {
+        if (bg != null) bg.close();
+    }
+
+    private static int countRows(String query) {
+        try (QueryExecution qe = QueryExecution.dataset(ds).query(QueryFactory.create(PREFIX + query)).build()) {
+            ResultSet rs = qe.execSelect();
+            int n = 0;
+            while (rs.hasNext()) { rs.next(); n++; }
+            return n;
+        }
+    }
+
+    @Test
+    void valuesSeededRowHasWellFormedShape() {
+        try (QueryExec qe = QueryExec.dataset(ds.asDatasetGraph())
+                .query(PREFIX + "SELECT * WHERE { VALUES ?x { ex:s1 } ?x ex:p ?o }").build()) {
+            RowSet rows = qe.select();
+            assertTrue(rows.hasNext());
+            Binding b = rows.next();
+            assertFalse(rows.hasNext(), "exactly one row expected");
+            assertEquals(2, b.size(), "two variables must count as two, not re-count the input var");
+            List<Var> vars = new ArrayList<>();
+            b.vars().forEachRemaining(vars::add);
+            Set<Var> distinct = new HashSet<>(vars);
+            assertEquals(distinct.size(), vars.size(), "vars() must not yield duplicates: " + vars);
+            assertEquals(Set.of(Var.alloc("x"), Var.alloc("o")), distinct);
+            assertEquals(NodeFactory.createURI("http://ex.org/s1"), b.get(Var.alloc("x")));
+            assertEquals(NodeFactory.createURI("http://ex.org/o1"), b.get(Var.alloc("o")));
+        }
+    }
+
+    @Test
+    void distinctMergesValuesSeededRowsWithScannedRows() {
+        assertEquals(1, countRows("SELECT DISTINCT ?x WHERE { { ?x ex:p ex:o1 } "
+                + "UNION { VALUES ?x { ex:s1 } ?x ex:p ex:o1 } }"),
+                "the seeded row and the scanned row bind the same term and must merge");
+    }
+
+    @Test
+    void distinctMergesBindSeededRowsWithScannedRows() {
+        assertEquals(1, countRows("SELECT DISTINCT ?x WHERE { { ?x ex:p ex:o1 } "
+                + "UNION { BIND(ex:s1 AS ?x) ?x ex:p ex:o1 } }"));
+    }
+
+    @Test
+    void termNotInStoreStillRidesThroughToOutput() {
+        // ?y is not used by the pattern; its term does not exist in this store
+        // (a "does not exist" id) and must still come back bound to the
+        // original term via the parent binding.
+        try (QueryExec qe = QueryExec.dataset(ds.asDatasetGraph())
+                .query(PREFIX + "SELECT * WHERE { VALUES ?y { ex:missing } ?s ex:p ?o }").build()) {
+            RowSet rows = qe.select();
+            assertTrue(rows.hasNext());
+            Binding b = rows.next();
+            assertEquals(NodeFactory.createURI("http://ex.org/missing"), b.get(Var.alloc("y")));
+            assertEquals(3, b.size());
+        }
+    }
+}
diff --git a/src/test/java/com/ebremer/beakgraph/MalformedLiteralRoundTripTest.java b/src/test/java/com/ebremer/beakgraph/MalformedLiteralRoundTripTest.java
new file mode 100644
index 00000000..71d3896a
--- /dev/null
+++ b/src/test/java/com/ebremer/beakgraph/MalformedLiteralRoundTripTest.java
@@ -0,0 +1,122 @@
+package com.ebremer.beakgraph;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+
+import com.ebremer.beakgraph.core.BeakGraph;
+import com.ebremer.beakgraph.hdf5.readers.HDF5Reader;
+import com.ebremer.beakgraph.hdf5.writers.HDF5Writer;
+import java.io.File;
+import java.nio.charset.StandardCharsets;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.util.HashSet;
+import java.util.Set;
+import org.apache.jena.query.Dataset;
+import org.apache.jena.query.QueryExecution;
+import org.apache.jena.query.QueryFactory;
+import org.apache.jena.query.ResultSet;
+import org.apache.jena.rdf.model.Literal;
+import org.apache.jena.rdf.model.RDFNode;
+import org.apache.jena.vocabulary.XSD;
+import org.junit.jupiter.api.AfterAll;
+import org.junit.jupiter.api.BeforeAll;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.io.TempDir;
+
+/**
+ * Regression tests for writer robustness against ill-typed literals: RDF
+ * permits literals whose lexical form is not valid for their datatype
+ * ("abc"^^xsd:int), and Jena's parsers accept them with a warning. The writer
+ * used to call getLiteralValue() unconditionally and abort the entire build on
+ * the resulting DatatypeFormatException. Such terms must instead be stored
+ * term-exact via the lexical strings path.
+ */
+class MalformedLiteralRoundTripTest {
+
+    private static final String TTL = """
+        @prefix ex:  <http://ex.org/> .
+        @prefix xsd: <http://www.w3.org/2001/XMLSchema#> .
+        ex:a ex:v "abc"^^xsd:int .
+        ex:b ex:v "not-a-date"^^xsd:date .
+        ex:c ex:v 5 .
+        ex:d ex:v "5"^^xsd:int .
+        ex:e ex:v "9z9"^^xsd:long .
+        """;
+
+    private static final String PREFIX =
+        "PREFIX ex: <http://ex.org/> PREFIX xsd: <http://www.w3.org/2001/XMLSchema#> ";
+
+    @TempDir
+    static Path dir;
+    static BeakGraph bg;
+    static Dataset ds;
+
+    @BeforeAll
+    static void buildAndOpen() throws Exception {
+        File ttl = dir.resolve("malformed.ttl").toFile();
+        File h5 = dir.resolve("malformed.ttl.h5").toFile();
+        Files.write(ttl.toPath(), TTL.getBytes(StandardCharsets.UTF_8));
+        // Pre-fix this aborted with an IOException wrapping DatatypeFormatException.
+        HDF5Writer.Builder()
+                .setSource(ttl).setDestination(h5)
+                .setSpatial(false).setFeatures(false)
+                .build().write();
+        bg = new BeakGraph(new HDF5Reader(h5));
+        ds = bg.getDataset();
+    }
+
+    @AfterAll
+    static void closeReader() {
+        if (bg != null) bg.close();
+    }
+
+    private static Set<String> subjects(String objectTerm) {
+        Set<String> uris = new HashSet<>();
+        try (QueryExecution qe = QueryExecution.dataset(ds)
+                .query(QueryFactory.create(PREFIX + "SELECT ?s WHERE { ?s ex:v " + objectTerm + " }")).build()) {
+            ResultSet rs = qe.execSelect();
+            while (rs.hasNext()) {
+                RDFNode n = rs.next().get("s");
+                if (n != null && n.isURIResource()) uris.add(n.asResource().getURI());
+            }
+        }
+        return uris;
+    }
+
+    private static Literal value(String subject) {
+        try (QueryExecution qe = QueryExecution.dataset(ds)
+                .query(QueryFactory.create(PREFIX + "SELECT ?v WHERE { " + subject + " ex:v ?v }")).build()) {
+            return qe.execSelect().next().getLiteral("v");
+        }
+    }
+
+    @Test
+    void illTypedLiteralsRoundTripTermExact() {
+        Literal a = value("ex:a");
+        assertEquals("abc", a.getLexicalForm());
+        assertEquals(XSD.xint.getURI(), a.getDatatypeURI());
+
+        Literal b = value("ex:b");
+        assertEquals("not-a-date", b.getLexicalForm());
+        assertEquals(XSD.date.getURI(), b.getDatatypeURI());
+
+        Literal e = value("ex:e");
+        assertEquals("9z9", e.getLexicalForm());
+        assertEquals(XSD.xlong.getURI(), e.getDatatypeURI());
+    }
+
+    @Test
+    void illTypedLiteralsAreFindableByTerm() {
+        assertEquals(Set.of("http://ex.org/a"), subjects("\"abc\"^^xsd:int"));
+        assertEquals(Set.of("http://ex.org/b"), subjects("\"not-a-date\"^^xsd:date"));
+    }
+
+    @Test
+    void wellFormedNeighborsAreUnaffected() {
+        assertEquals(Set.of("http://ex.org/c"), subjects("5"));
+        assertEquals(Set.of("http://ex.org/d"), subjects("\"5\"^^xsd:int"));
+        Literal d = value("ex:d");
+        assertEquals("5", d.getLexicalForm());
+        assertEquals(XSD.xint.getURI(), d.getDatatypeURI());
+    }
+}
diff --git a/src/test/java/com/ebremer/beakgraph/NonExistentBindingTest.java b/src/test/java/com/ebremer/beakgraph/NonExistentBindingTest.java
index 203f4f35..8e44091b 100644
--- a/src/test/java/com/ebremer/beakgraph/NonExistentBindingTest.java
+++ b/src/test/java/com/ebremer/beakgraph/NonExistentBindingTest.java
@@ -38,6 +38,7 @@ class NonExistentBindingTest {
 
     @TempDir
     static Path dir;
+    static BeakGraph bg;
     static Dataset ds;
 
     @BeforeAll
@@ -46,7 +47,14 @@ static void build() throws Exception {
         File h5 = dir.resolve("ne.ttl.h5").toFile();
         Files.write(ttl.toPath(), TTL.getBytes(StandardCharsets.UTF_8));
         HDF5Writer.Builder().setSource(ttl).setDestination(h5).setSpatial(false).setFeatures(false).build().write();
-        ds = new BeakGraph(new HDF5Reader(h5)).getDataset();
+        bg = new BeakGraph(new HDF5Reader(h5));
+        ds = bg.getDataset();
+    }
+
+    @org.junit.jupiter.api.AfterAll
+    static void closeReader() {
+        // Release the mapped file: a leaked reader makes @TempDir cleanup flaky on Windows.
+        if (bg != null) bg.close();
     }
 
     private static int count(String body) {
diff --git a/src/test/java/com/ebremer/beakgraph/PolygonScalerGridCellTest.java b/src/test/java/com/ebremer/beakgraph/PolygonScalerGridCellTest.java
new file mode 100644
index 00000000..f47a09a1
--- /dev/null
+++ b/src/test/java/com/ebremer/beakgraph/PolygonScalerGridCellTest.java
@@ -0,0 +1,46 @@
+package com.ebremer.beakgraph;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+
+import com.ebremer.halcyon.hilbert.GridCell;
+import com.ebremer.halcyon.hilbert.PolygonScaler;
+import java.util.ArrayList;
+import java.util.List;
+import org.junit.jupiter.api.Test;
+import org.locationtech.jts.geom.Envelope;
+import org.locationtech.jts.geom.GeometryFactory;
+import org.locationtech.jts.geom.Polygon;
+
+/**
+ * PolygonScaler.getGridCells must agree with the tile grid the writer
+ * persists: every scale level's tiles are GRIDTILESIZE units on a side in that
+ * level's own (already divided) coordinates - generateGridURNs stamps the
+ * stored per-tile graph URNs with exactly that formula. The old code
+ * multiplied the tile size by 2^scale ON TOP of the already-scaled polygon, so
+ * for scale >= 1 every computed cell disagreed with every stored tile.
+ */
+class PolygonScalerGridCellTest {
+
+    @Test
+    void gridCellsMatchThePersistedTileGrid() {
+        GeometryFactory gf = new GeometryFactory();
+        // Coordinates are scale-1 coordinates (base 2048..2060 halved).
+        Polygon atScale1 = (Polygon) gf.toGeometry(new Envelope(1024, 1030, 0, 10));
+        List<GridCell> cells = PolygonScaler.getGridCells(new ArrayList<>(), atScale1, (short) 1);
+        assertEquals(1, cells.size());
+        assertEquals(1, cells.get(0).scale);
+        assertEquals(2, cells.get(0).x, "x = floor(1024 / 512), the writer's tile column");
+        assertEquals(0, cells.get(0).y);
+    }
+
+    @Test
+    void scaleZeroCellsAreUnchanged() {
+        GeometryFactory gf = new GeometryFactory();
+        Polygon atScale0 = (Polygon) gf.toGeometry(new Envelope(600, 610, 0, 10));
+        List<GridCell> cells = PolygonScaler.getGridCells(new ArrayList<>(), atScale0, (short) 0);
+        assertEquals(1, cells.size());
+        assertEquals(0, cells.get(0).scale);
+        assertEquals(1, cells.get(0).x, "x = floor(600 / 512)");
+        assertEquals(0, cells.get(0).y);
+    }
+}
diff --git a/src/test/java/com/ebremer/beakgraph/QuadFormatIngestionTest.java b/src/test/java/com/ebremer/beakgraph/QuadFormatIngestionTest.java
new file mode 100644
index 00000000..8c93f58d
--- /dev/null
+++ b/src/test/java/com/ebremer/beakgraph/QuadFormatIngestionTest.java
@@ -0,0 +1,106 @@
+package com.ebremer.beakgraph;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+import com.ebremer.beakgraph.core.BeakGraph;
+import com.ebremer.beakgraph.hdf5.readers.HDF5Reader;
+import com.ebremer.beakgraph.hdf5.writers.HDF5Writer;
+import java.io.File;
+import java.nio.charset.StandardCharsets;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import org.apache.jena.query.Dataset;
+import org.apache.jena.query.QueryExecution;
+import org.apache.jena.query.QueryFactory;
+import org.apache.jena.query.ResultSet;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.io.TempDir;
+
+/**
+ * Regression tests for source-syntax handling: the parser language must be
+ * detected from the file name instead of being hardcoded to Turtle - BeakGraph
+ * is a quad store, and named graphs can only arrive through a quad-capable
+ * syntax (TriG, N-Quads).
+ */
+class QuadFormatIngestionTest {
+
+    @TempDir
+    static Path dir;
+
+    private static int count(Dataset ds, String query) {
+        try (QueryExecution qe = QueryExecution.dataset(ds)
+                .query(QueryFactory.create("PREFIX ex: <http://ex.org/> " + query)).build()) {
+            ResultSet rs = qe.execSelect();
+            int n = 0;
+            while (rs.hasNext()) { rs.next(); n++; }
+            return n;
+        }
+    }
+
+    @Test
+    void trigSourceWithNamedGraphRoundTrips() throws Exception {
+        String trig = """
+            @prefix ex: <http://ex.org/> .
+            ex:s0 ex:p ex:o0 .
+            ex:g1 {
+                ex:s1 ex:p ex:o1 .
+                ex:s2 ex:p ex:o2 .
+            }
+            """;
+        File src = dir.resolve("data.trig").toFile();
+        File h5 = dir.resolve("data.trig.h5").toFile();
+        Files.write(src.toPath(), trig.getBytes(StandardCharsets.UTF_8));
+        HDF5Writer.Builder().setSource(src).setDestination(h5)
+                .setSpatial(false).setFeatures(false).build().write();
+        try (BeakGraph bg = new BeakGraph(new HDF5Reader(h5))) {
+            Dataset ds = bg.getDataset();
+            assertEquals(2, count(ds, "SELECT * WHERE { GRAPH ex:g1 { ?s ?p ?o } }"),
+                "the TriG named graph must be stored and queryable");
+            assertEquals(1, count(ds, "SELECT * WHERE { ?s ex:p ex:o0 }"),
+                "the TriG default graph must be stored");
+            assertTrue(ds.asDatasetGraph().containsGraph(
+                    org.apache.jena.graph.NodeFactory.createURI("http://ex.org/g1")));
+        }
+    }
+
+    @Test
+    void nquadsSourceRoundTrips() throws Exception {
+        String nq = """
+            <http://ex.org/s1> <http://ex.org/p> <http://ex.org/o1> <http://ex.org/g2> .
+            <http://ex.org/s2> <http://ex.org/p> <http://ex.org/o2> .
+            """;
+        File src = dir.resolve("data.nq").toFile();
+        File h5 = dir.resolve("data.nq.h5").toFile();
+        Files.write(src.toPath(), nq.getBytes(StandardCharsets.UTF_8));
+        HDF5Writer.Builder().setSource(src).setDestination(h5)
+                .setSpatial(false).setFeatures(false).build().write();
+        try (BeakGraph bg = new BeakGraph(new HDF5Reader(h5))) {
+            Dataset ds = bg.getDataset();
+            assertEquals(1, count(ds, "SELECT * WHERE { GRAPH <http://ex.org/g2> { ?s ?p ?o } }"));
+            assertEquals(1, count(ds, "SELECT * WHERE { ?s ex:p <http://ex.org/o2> }"));
+        }
+    }
+
+    @Test
+    void emptySourceProducesConsistentFile() throws Exception {
+        File src = dir.resolve("empty.ttl").toFile();
+        File h5 = dir.resolve("empty.ttl.h5").toFile();
+        Files.write(src.toPath(), "# nothing here\n".getBytes(StandardCharsets.UTF_8));
+        HDF5Writer.Builder().setSource(src).setDestination(h5)
+                .setSpatial(false).setFeatures(false).build().write();
+        try (BeakGraph bg = new BeakGraph(new HDF5Reader(h5))) {
+            Dataset ds = bg.getDataset();
+            // The VoID metadata graph is always written; the columnar graph list
+            // must therefore exist too, or enumeration/union/contains disagree
+            // with direct GRAPH queries on the same file.
+            int direct = count(ds, "SELECT * WHERE { GRAPH <" + Params.VOIDSTRING + "> { ?s ?p ?o } }");
+            assertTrue(direct > 0, "VoID metadata must be present");
+            assertEquals(Boolean.TRUE,
+                ds.asDatasetGraph().containsGraph(org.apache.jena.graph.NodeFactory.createURI(Params.VOIDSTRING)),
+                "containsGraph must agree with the stored VoID graph");
+            assertEquals(direct, count(ds, "SELECT * WHERE { GRAPH ?g { ?s ?p ?o } }"),
+                "graph enumeration must see the same rows as the direct query");
+        }
+    }
+}
diff --git a/src/test/java/com/ebremer/beakgraph/SpatialConcreteSubjectTest.java b/src/test/java/com/ebremer/beakgraph/SpatialConcreteSubjectTest.java
new file mode 100644
index 00000000..0bc38da1
--- /dev/null
+++ b/src/test/java/com/ebremer/beakgraph/SpatialConcreteSubjectTest.java
@@ -0,0 +1,133 @@
+package com.ebremer.beakgraph;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertFalse;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+import com.ebremer.beakgraph.core.BeakGraph;
+import com.ebremer.beakgraph.hdf5.readers.HDF5Reader;
+import com.ebremer.beakgraph.hdf5.writers.HDF5Writer;
+import java.io.File;
+import java.nio.charset.StandardCharsets;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.util.ArrayList;
+import java.util.List;
+import org.apache.jena.query.Dataset;
+import org.apache.jena.query.QueryExecution;
+import org.apache.jena.query.QueryFactory;
+import org.apache.jena.query.ResultSet;
+import org.junit.jupiter.api.AfterAll;
+import org.junit.jupiter.api.BeforeAll;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.io.TempDir;
+
+/**
+ * geof:sfIntersects with a CONCRETE feature subject. The spatial index stores
+ * geometry SUBJECT ids, so with nothing to seed (no variable subject in the
+ * geometry triple) the accelerator must step aside and leave the answer to the
+ * pattern solve + sfIntersects verification. The old code seeded the geometry
+ * OBJECT variable with subject ids instead: every candidate row failed the
+ * triple pattern and any pinned-subject spatial query silently returned zero
+ * rows (ASK said false for a geometry that genuinely intersects).
+ */
+class SpatialConcreteSubjectTest {
+
+    private static final String REGION = "POLYGON((100 100,300 100,300 300,100 300,100 100))";
+
+    private static final String TTL = """
+        @prefix ex:  <http://ex.org/> .
+        @prefix geo: <http://www.opengis.net/ont/geosparql#> .
+        # entirely inside the region
+        ex:small geo:asWKT "POLYGON((150 150,160 150,160 160,150 160,150 150))"^^geo:wktLiteral .
+        # far away - disjoint from the region
+        ex:far geo:asWKT "POLYGON((5000 5000,5100 5000,5100 5100,5000 5100,5000 5000))"^^geo:wktLiteral .
+        """;
+
+    private static final String PREFIXES = """
+        PREFIX ex:   <http://ex.org/>
+        PREFIX geo:  <http://www.opengis.net/ont/geosparql#>
+        PREFIX geof: <http://www.opengis.net/def/function/geosparql/>
+        """;
+
+    @TempDir
+    static Path dir;
+    static BeakGraph bg;
+    static Dataset ds;
+
+    @BeforeAll
+    static void buildAndOpen() throws Exception {
+        File ttl = dir.resolve("concrete.ttl").toFile();
+        File h5 = dir.resolve("concrete.ttl.h5").toFile();
+        Files.write(ttl.toPath(), TTL.getBytes(StandardCharsets.UTF_8));
+        HDF5Writer.Builder().setSource(ttl).setDestination(h5)
+                .setSpatial(true).setFeatures(false).build().write();
+        bg = new BeakGraph(new HDF5Reader(h5));
+        ds = bg.getDataset();
+    }
+
+    @AfterAll
+    static void closeReader() {
+        if (bg != null) bg.close();
+    }
+
+    private static List<String> select(String query, String var) {
+        List<String> out = new ArrayList<>();
+        try (QueryExecution qe = QueryExecution.dataset(ds).query(QueryFactory.create(PREFIXES + query)).build()) {
+            ResultSet rs = qe.execSelect();
+            while (rs.hasNext()) {
+                org.apache.jena.rdf.model.RDFNode n = rs.next().get(var);
+                out.add(n.isLiteral() ? n.asLiteral().getLexicalForm() : n.toString());
+            }
+        }
+        return out;
+    }
+
+    private static boolean ask(String query) {
+        try (QueryExecution qe = QueryExecution.dataset(ds).query(QueryFactory.create(PREFIXES + query)).build()) {
+            return qe.execAsk();
+        }
+    }
+
+    @Test
+    void concreteSubjectIntersectingReturnsItsGeometry() {
+        List<String> rows = select(
+                "SELECT ?w WHERE { ex:small geo:asWKT ?w FILTER(geof:sfIntersects(?w, \""
+                        + REGION + "\"^^geo:wktLiteral)) }", "w");
+        assertEquals(1, rows.size(), "pinned-subject spatial query must return its intersecting geometry");
+        assertTrue(rows.get(0).startsWith("POLYGON((150 150"), "the bound WKT must be ex:small's geometry");
+    }
+
+    @Test
+    void concreteSubjectAskIsTrue() {
+        assertTrue(ask("ASK { ex:small geo:asWKT ?w FILTER(geof:sfIntersects(?w, \""
+                + REGION + "\"^^geo:wktLiteral)) }"));
+    }
+
+    @Test
+    void concreteSubjectDisjointReturnsNothing() {
+        assertEquals(List.of(), select(
+                "SELECT ?w WHERE { ex:far geo:asWKT ?w FILTER(geof:sfIntersects(?w, \""
+                        + REGION + "\"^^geo:wktLiteral)) }", "w"));
+        assertFalse(ask("ASK { ex:far geo:asWKT ?w FILTER(geof:sfIntersects(?w, \""
+                + REGION + "\"^^geo:wktLiteral)) }"));
+    }
+
+    @Test
+    void preBoundSubjectFromValuesStillMatches() {
+        // The subject var is seeded with index candidates while the incoming
+        // binding already pins it - putCompatible must keep the compatible row.
+        List<String> rows = select(
+                "SELECT ?w WHERE { VALUES ?f { ex:small } ?f geo:asWKT ?w FILTER(geof:sfIntersects(?w, \""
+                        + REGION + "\"^^geo:wktLiteral)) }", "w");
+        assertEquals(1, rows.size());
+    }
+
+    @Test
+    void variableSubjectControlStillWorks() {
+        List<String> rows = select(
+                "SELECT ?f WHERE { ?f geo:asWKT ?w FILTER(geof:sfIntersects(?w, \""
+                        + REGION + "\"^^geo:wktLiteral)) }", "f");
+        assertEquals(List.of("http://ex.org/small"), rows);
+    }
+}
diff --git a/src/test/java/com/ebremer/beakgraph/SpatialFidelityTest.java b/src/test/java/com/ebremer/beakgraph/SpatialFidelityTest.java
new file mode 100644
index 00000000..43c8b40c
--- /dev/null
+++ b/src/test/java/com/ebremer/beakgraph/SpatialFidelityTest.java
@@ -0,0 +1,114 @@
+package com.ebremer.beakgraph;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+import com.ebremer.beakgraph.core.BeakGraph;
+import com.ebremer.beakgraph.hdf5.readers.HDF5Reader;
+import com.ebremer.beakgraph.hdf5.writers.HDF5Writer;
+import java.io.File;
+import java.nio.charset.StandardCharsets;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import org.apache.jena.query.Dataset;
+import org.apache.jena.query.QueryExecution;
+import org.apache.jena.query.QueryFactory;
+import org.apache.jena.query.ResultSet;
+import org.junit.jupiter.api.AfterAll;
+import org.junit.jupiter.api.BeforeAll;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.io.TempDir;
+
+/**
+ * Regression tests for spatial write fidelity:
+ * <ul>
+ *   <li>polygon holes (donut annotations - lumens in pathology) must survive
+ *       into the scaled WKT pyramid instead of being dropped;</li>
+ *   <li>every part of a MULTIPOLYGON must be indexed, not just the first;</li>
+ *   <li>POINT geometries must be indexed (via their envelope) instead of being
+ *       silently skipped.</li>
+ * </ul>
+ */
+class SpatialFidelityTest {
+
+    private static final String TTL = """
+        @prefix ex:  <http://ex.org/> .
+        @prefix geo: <http://www.opengis.net/ont/geosparql#> .
+        ex:donut geo:asWKT "POLYGON((0 0,64 0,64 64,0 64,0 0),(16 16,48 16,48 48,16 48,16 16))"^^geo:wktLiteral .
+        ex:multi geo:asWKT "MULTIPOLYGON(((0 0,32 0,32 32,0 32,0 0)),((1000 1000,1032 1000,1032 1032,1000 1032,1000 1000)))"^^geo:wktLiteral .
+        ex:pt    geo:asWKT "POINT(500 500)"^^geo:wktLiteral .
+        """;
+
+    @TempDir
+    static Path dir;
+    static BeakGraph bg;
+    static Dataset ds;
+
+    @BeforeAll
+    static void buildAndOpen() throws Exception {
+        File ttl = dir.resolve("fidelity.ttl").toFile();
+        File h5 = dir.resolve("fidelity.ttl.h5").toFile();
+        Files.write(ttl.toPath(), TTL.getBytes(StandardCharsets.UTF_8));
+        HDF5Writer.Builder().setSource(ttl).setDestination(h5)
+                .setSpatial(true).setFeatures(false).build().write();
+        bg = new BeakGraph(new HDF5Reader(h5));
+        ds = bg.getDataset();
+    }
+
+    @AfterAll
+    static void closeReader() {
+        if (bg != null) bg.close();
+    }
+
+    private static int count(String where) {
+        try (QueryExecution qe = QueryExecution.dataset(ds).query(QueryFactory.create(
+                "PREFIX ex: <http://ex.org/> PREFIX hal: <https://halcyon.is/ns/> SELECT * WHERE { " + where + " }")).build()) {
+            ResultSet rs = qe.execSelect();
+            int n = 0;
+            while (rs.hasNext()) { rs.next(); n++; }
+            return n;
+        }
+    }
+
+    private static String levelZeroWkt(String subject) {
+        try (QueryExecution qe = QueryExecution.dataset(ds).query(QueryFactory.create(
+                "PREFIX ex: <http://ex.org/> PREFIX hal: <https://halcyon.is/ns/> " +
+                "SELECT ?w WHERE { GRAPH <" + Params.SPATIALSTRING + "> { " + subject + " hal:asWKT0 ?w } }")).build()) {
+            ResultSet rs = qe.execSelect();
+            assertTrue(rs.hasNext(), "expected a level-0 scaled WKT for " + subject);
+            return rs.next().getLiteral("w").getLexicalForm();
+        }
+    }
+
+    @Test
+    void polygonHolesSurviveScaling() {
+        String wkt0 = levelZeroWkt("ex:donut");
+        // A polygon with an interior ring serializes with two coordinate lists.
+        assertTrue(wkt0.indexOf('(') != wkt0.lastIndexOf('('),
+            "level-0 WKT must be a polygon");
+        assertTrue(wkt0.contains("), ("),
+            "the donut's interior ring must survive into the scaled WKT, got: " + wkt0);
+    }
+
+    @Test
+    void allMultiPolygonPartsAreIndexed() {
+        // A query region overlapping ONLY the second part must still find the
+        // geometry - first-part-only indexing left the other parts unfindable.
+        String q = "PREFIX ex: <http://ex.org/> " +
+            "PREFIX geo: <http://www.opengis.net/ont/geosparql#> " +
+            "PREFIX geof: <http://www.opengis.net/def/function/geosparql/> " +
+            "SELECT ?f WHERE { ?f geo:asWKT ?w FILTER(geof:sfIntersects(?w, " +
+            "\"POLYGON((1010 1010,1020 1010,1020 1020,1010 1020,1010 1010))\"^^geo:wktLiteral)) }";
+        try (QueryExecution qe = QueryExecution.dataset(ds).query(QueryFactory.create(q)).build()) {
+            ResultSet rs = qe.execSelect();
+            assertTrue(rs.hasNext(), "the second MULTIPOLYGON part must be findable");
+            assertEquals("http://ex.org/multi", rs.next().get("f").asResource().getURI());
+        }
+    }
+
+    @Test
+    void pointGeometriesAreIndexed() {
+        assertTrue(count("GRAPH <" + Params.SPATIALSTRING + "> { ex:pt ?p ?o }") > 0,
+            "a POINT must be indexed via its envelope, not silently skipped");
+    }
+}
diff --git a/src/test/java/com/ebremer/beakgraph/SpatialGeometryCollectionTest.java b/src/test/java/com/ebremer/beakgraph/SpatialGeometryCollectionTest.java
new file mode 100644
index 00000000..420d1a71
--- /dev/null
+++ b/src/test/java/com/ebremer/beakgraph/SpatialGeometryCollectionTest.java
@@ -0,0 +1,94 @@
+package com.ebremer.beakgraph;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+
+import com.ebremer.beakgraph.core.BeakGraph;
+import com.ebremer.beakgraph.hdf5.readers.HDF5Reader;
+import com.ebremer.beakgraph.hdf5.writers.HDF5Writer;
+import java.io.File;
+import java.nio.charset.StandardCharsets;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.util.HashSet;
+import java.util.Set;
+import org.apache.jena.query.Dataset;
+import org.apache.jena.query.QueryExecution;
+import org.apache.jena.query.QueryFactory;
+import org.apache.jena.query.ResultSet;
+import org.junit.jupiter.api.AfterAll;
+import org.junit.jupiter.api.BeforeAll;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.io.TempDir;
+
+/**
+ * EVERY member of a mixed GEOMETRYCOLLECTION must be spatially indexed. The
+ * envelope fallback for non-polygonal geometry used to fire only when NO
+ * polygonal part existed, so a point member sitting next to a polygon member
+ * was silently unindexed - invisible to every sfIntersects query.
+ */
+class SpatialGeometryCollectionTest {
+
+    private static final String TTL = """
+        @prefix ex:  <http://ex.org/> .
+        @prefix geo: <http://www.opengis.net/ont/geosparql#> .
+        ex:mixed geo:asWKT "GEOMETRYCOLLECTION(POLYGON((0 0,10 0,10 10,0 10,0 0)), POINT(500 500))"^^geo:wktLiteral .
+        """;
+
+    private static final String PREFIXES = """
+        PREFIX ex:   <http://ex.org/>
+        PREFIX geo:  <http://www.opengis.net/ont/geosparql#>
+        PREFIX geof: <http://www.opengis.net/def/function/geosparql/>
+        """;
+
+    @TempDir
+    static Path dir;
+    static BeakGraph bg;
+    static Dataset ds;
+
+    @BeforeAll
+    static void buildAndOpen() throws Exception {
+        File ttl = dir.resolve("mixed.ttl").toFile();
+        File h5 = dir.resolve("mixed.ttl.h5").toFile();
+        Files.write(ttl.toPath(), TTL.getBytes(StandardCharsets.UTF_8));
+        HDF5Writer.Builder().setSource(ttl).setDestination(h5)
+                .setSpatial(true).setFeatures(false).build().write();
+        bg = new BeakGraph(new HDF5Reader(h5));
+        ds = bg.getDataset();
+    }
+
+    @AfterAll
+    static void closeReader() {
+        if (bg != null) bg.close();
+    }
+
+    private static Set<String> intersecting(String regionWkt) {
+        Set<String> hits = new HashSet<>();
+        String q = PREFIXES +
+            "SELECT ?f WHERE { ?f geo:asWKT ?w FILTER(geof:sfIntersects(?w, \"" + regionWkt + "\"^^geo:wktLiteral)) }";
+        try (QueryExecution qe = QueryExecution.dataset(ds).query(QueryFactory.create(q)).build()) {
+            ResultSet rs = qe.execSelect();
+            while (rs.hasNext()) {
+                hits.add(rs.next().getResource("f").getURI());
+            }
+        }
+        return hits;
+    }
+
+    @Test
+    void pointMemberNextToAPolygonMemberIsFindable() {
+        assertEquals(Set.of("http://ex.org/mixed"),
+            intersecting("POLYGON((495 495,505 495,505 505,495 505,495 495))"));
+    }
+
+    @Test
+    void polygonMemberIsStillFindable() {
+        assertEquals(Set.of("http://ex.org/mixed"),
+            intersecting("POLYGON((2 2,8 2,8 8,2 8,2 2))"));
+    }
+
+    @Test
+    void regionTouchingNeitherMemberMatchesNothing() {
+        assertEquals(Set.of(),
+            intersecting("POLYGON((100 100,200 100,200 200,100 200,100 100))"));
+    }
+}
diff --git a/src/test/java/com/ebremer/beakgraph/SpatialHugeCoordinateTest.java b/src/test/java/com/ebremer/beakgraph/SpatialHugeCoordinateTest.java
new file mode 100644
index 00000000..bb159448
--- /dev/null
+++ b/src/test/java/com/ebremer/beakgraph/SpatialHugeCoordinateTest.java
@@ -0,0 +1,103 @@
+package com.ebremer.beakgraph;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+
+import com.ebremer.beakgraph.core.BeakGraph;
+import com.ebremer.beakgraph.hdf5.readers.HDF5Reader;
+import com.ebremer.beakgraph.hdf5.writers.HDF5Writer;
+import java.io.File;
+import java.nio.charset.StandardCharsets;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.util.HashSet;
+import java.util.Locale;
+import java.util.Set;
+import org.apache.jena.query.Dataset;
+import org.apache.jena.query.QueryExecution;
+import org.apache.jena.query.QueryFactory;
+import org.apache.jena.query.ResultSet;
+import org.junit.jupiter.api.AfterAll;
+import org.junit.jupiter.api.BeforeAll;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.io.TempDir;
+
+/**
+ * Coordinates at or beyond 2^31 exceed the 31-bit Hilbert curve's domain. The
+ * davidmoten curve silently MASKS such coordinates onto unrelated cells, so
+ * the written cover and the queried cover aliased differently and genuine
+ * intersections were silently lost. Both sides now clamp into the domain with
+ * the same monotone projection: out-of-domain geometry indexes coarsely at
+ * the domain-edge cells (recall-safe) and JTS verification does the rest.
+ */
+class SpatialHugeCoordinateTest {
+
+    private static final long BASE = 1L << 31;
+
+    private static final String PREFIXES = """
+        PREFIX ex:   <http://ex.org/>
+        PREFIX geo:  <http://www.opengis.net/ont/geosparql#>
+        PREFIX geof: <http://www.opengis.net/def/function/geosparql/>
+        """;
+
+    @TempDir
+    static Path dir;
+    static BeakGraph bg;
+    static Dataset ds;
+
+    private static String square(long minX, long minY, long size) {
+        long maxX = minX + size, maxY = minY + size;
+        return String.format(Locale.ROOT, "POLYGON((%d %d,%d %d,%d %d,%d %d,%d %d))",
+                minX, minY, maxX, minY, maxX, maxY, minX, maxY, minX, minY);
+    }
+
+    @BeforeAll
+    static void buildAndOpen() throws Exception {
+        String ttl = "@prefix ex: <http://ex.org/> .\n"
+                + "@prefix geo: <http://www.opengis.net/ont/geosparql#> .\n"
+                + "ex:huge geo:asWKT \"" + square(BASE + 100, BASE + 100, 100) + "\"^^geo:wktLiteral .\n"
+                + "ex:small geo:asWKT \"" + square(500, 500, 60) + "\"^^geo:wktLiteral .\n";
+        File src = dir.resolve("huge.ttl").toFile();
+        File h5 = dir.resolve("huge.ttl.h5").toFile();
+        Files.write(src.toPath(), ttl.getBytes(StandardCharsets.UTF_8));
+        HDF5Writer.Builder().setSource(src).setDestination(h5)
+                .setSpatial(true).setFeatures(false).build().write();
+        bg = new BeakGraph(new HDF5Reader(h5));
+        ds = bg.getDataset();
+    }
+
+    @AfterAll
+    static void closeReader() {
+        if (bg != null) bg.close();
+    }
+
+    private static Set<String> intersecting(String regionWkt) {
+        Set<String> hits = new HashSet<>();
+        String q = PREFIXES +
+            "SELECT ?f WHERE { ?f geo:asWKT ?w FILTER(geof:sfIntersects(?w, \"" + regionWkt + "\"^^geo:wktLiteral)) }";
+        try (QueryExecution qe = QueryExecution.dataset(ds).query(QueryFactory.create(q)).build()) {
+            ResultSet rs = qe.execSelect();
+            while (rs.hasNext()) {
+                hits.add(rs.next().getResource("f").getURI());
+            }
+        }
+        return hits;
+    }
+
+    @Test
+    void beyondDomainGeometryIsFoundByOverlappingRegion() {
+        assertEquals(Set.of("http://ex.org/huge"),
+            intersecting(square(BASE + 50, BASE + 50, 100)));
+    }
+
+    @Test
+    void beyondDomainRegionWithNoOverlapMatchesNothing() {
+        // Both clamp onto the domain-edge cells (candidates!), so the JTS
+        // verification must reject the non-overlapping pair.
+        assertEquals(Set.of(), intersecting(square(BASE + 10_000, BASE + 10_000, 100)));
+    }
+
+    @Test
+    void inDomainQueriesAreUnaffected() {
+        assertEquals(Set.of("http://ex.org/small"), intersecting(square(480, 480, 60)));
+    }
+}
diff --git a/src/test/java/com/ebremer/beakgraph/SpatialNegativeCoordinateTest.java b/src/test/java/com/ebremer/beakgraph/SpatialNegativeCoordinateTest.java
new file mode 100644
index 00000000..a7e5b093
--- /dev/null
+++ b/src/test/java/com/ebremer/beakgraph/SpatialNegativeCoordinateTest.java
@@ -0,0 +1,119 @@
+package com.ebremer.beakgraph;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+
+import com.ebremer.beakgraph.core.BeakGraph;
+import com.ebremer.beakgraph.hdf5.readers.HDF5Reader;
+import com.ebremer.beakgraph.hdf5.writers.HDF5Writer;
+import java.io.File;
+import java.nio.charset.StandardCharsets;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.util.HashSet;
+import java.util.Set;
+import org.apache.jena.query.Dataset;
+import org.apache.jena.query.QueryExecution;
+import org.apache.jena.query.QueryFactory;
+import org.apache.jena.query.ResultSet;
+import org.junit.jupiter.api.AfterAll;
+import org.junit.jupiter.api.BeforeAll;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.io.TempDir;
+
+/**
+ * Spatial correctness for geometry and query regions in NEGATIVE coordinate
+ * space (real GeoSPARQL lon/lat data lives there). The Hilbert domain is
+ * non-negative, so both sides clamp their bboxes into it with the same
+ * monotone projection - overlap survives the clamp and the exact JTS
+ * verification removes the clamp's false positives. Before the fix,
+ * fully-negative geometry was skipped at build (unfindable by any query) and
+ * negative query regions bailed out to zero candidates: genuine intersections
+ * were silent false negatives.
+ */
+class SpatialNegativeCoordinateTest {
+
+    private static final String TTL = """
+        @prefix ex:  <http://ex.org/> .
+        @prefix geo: <http://www.opengis.net/ont/geosparql#> .
+        # entirely in negative space
+        ex:neg geo:asWKT "POLYGON((-100 -100,-50 -100,-50 -50,-100 -50,-100 -100))"^^geo:wktLiteral .
+        # straddles the origin
+        ex:strad geo:asWKT "POLYGON((-10 -10,10 -10,10 10,-10 10,-10 -10))"^^geo:wktLiteral .
+        # entirely positive, far from the origin
+        ex:pos geo:asWKT "POLYGON((500 500,560 500,560 560,500 560,500 500))"^^geo:wktLiteral .
+        """;
+
+    private static final String PREFIXES = """
+        PREFIX ex:   <http://ex.org/>
+        PREFIX geo:  <http://www.opengis.net/ont/geosparql#>
+        PREFIX geof: <http://www.opengis.net/def/function/geosparql/>
+        """;
+
+    @TempDir
+    static Path dir;
+    static BeakGraph bg;
+    static Dataset ds;
+
+    @BeforeAll
+    static void buildAndOpen() throws Exception {
+        File ttl = dir.resolve("negspace.ttl").toFile();
+        File h5 = dir.resolve("negspace.ttl.h5").toFile();
+        Files.write(ttl.toPath(), TTL.getBytes(StandardCharsets.UTF_8));
+        HDF5Writer.Builder().setSource(ttl).setDestination(h5)
+                .setSpatial(true).setFeatures(false).build().write();
+        bg = new BeakGraph(new HDF5Reader(h5));
+        ds = bg.getDataset();
+    }
+
+    @AfterAll
+    static void closeReader() {
+        if (bg != null) bg.close();
+    }
+
+    private static Set<String> intersecting(String regionWkt) {
+        Set<String> hits = new HashSet<>();
+        String q = PREFIXES +
+            "SELECT ?f WHERE { ?f geo:asWKT ?w FILTER(geof:sfIntersects(?w, \"" + regionWkt + "\"^^geo:wktLiteral)) }";
+        try (QueryExecution qe = QueryExecution.dataset(ds).query(QueryFactory.create(q)).build()) {
+            ResultSet rs = qe.execSelect();
+            while (rs.hasNext()) {
+                hits.add(rs.next().getResource("f").getURI());
+            }
+        }
+        return hits;
+    }
+
+    @Test
+    void negativeRegionFindsFullyNegativeGeometry() {
+        assertEquals(Set.of("http://ex.org/neg"),
+            intersecting("POLYGON((-90 -90,-60 -90,-60 -60,-90 -60,-90 -90))"));
+    }
+
+    @Test
+    void negativeRegionFindsStraddlingGeometry() {
+        assertEquals(Set.of("http://ex.org/strad"),
+            intersecting("POLYGON((-8 -8,-2 -8,-2 -2,-8 -2,-8 -8))"));
+    }
+
+    @Test
+    void straddlingRegionFindsBothNegativeAndStraddlingGeometry() {
+        assertEquals(Set.of("http://ex.org/neg", "http://ex.org/strad"),
+            intersecting("POLYGON((-60 -60,5 -60,5 5,-60 5,-60 -60))"));
+    }
+
+    @Test
+    void positiveRegionIsUnaffectedByOriginClustering() {
+        // The clamped negative geometries cluster at the axis cells; a positive
+        // region far away must still return only its true intersections.
+        assertEquals(Set.of("http://ex.org/pos"),
+            intersecting("POLYGON((520 520,540 520,540 540,520 540,520 520))"));
+    }
+
+    @Test
+    void disjointNegativeRegionMatchesNothing() {
+        // Clamping makes every negative-space geometry a CANDIDATE here; the
+        // JTS verification stage must reject them all.
+        assertEquals(Set.of(),
+            intersecting("POLYGON((-2000 -2000,-1900 -2000,-1900 -1900,-2000 -1900,-2000 -2000))"));
+    }
+}
diff --git a/src/test/java/com/ebremer/beakgraph/SpatialQueryCorrectnessTest.java b/src/test/java/com/ebremer/beakgraph/SpatialQueryCorrectnessTest.java
new file mode 100644
index 00000000..b23d84f4
--- /dev/null
+++ b/src/test/java/com/ebremer/beakgraph/SpatialQueryCorrectnessTest.java
@@ -0,0 +1,136 @@
+package com.ebremer.beakgraph;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+
+import com.ebremer.beakgraph.core.BeakGraph;
+import com.ebremer.beakgraph.hdf5.readers.HDF5Reader;
+import com.ebremer.beakgraph.hdf5.writers.HDF5Writer;
+import java.io.File;
+import java.nio.charset.StandardCharsets;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.util.ArrayList;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Set;
+import org.apache.jena.query.Dataset;
+import org.apache.jena.query.QueryExecution;
+import org.apache.jena.query.QueryFactory;
+import org.apache.jena.query.ResultSet;
+import org.apache.jena.rdf.model.RDFNode;
+import org.junit.jupiter.api.AfterAll;
+import org.junit.jupiter.api.BeforeAll;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.io.TempDir;
+
+/**
+ * End-to-end correctness tests for the spatial index + geof:sfIntersects.
+ * The index must be a recall-safe PRE-FILTER (bbox cell-cover overlap - never a
+ * false negative) and the JTS-backed sfIntersects filter must stay in the plan
+ * as the verification stage (killing the index's false positives). The old
+ * corner-only design failed both ways: a geometry containing or straddling the
+ * query region never matched, candidates were never re-verified, and one match
+ * could appear up to four times.
+ */
+class SpatialQueryCorrectnessTest {
+
+    // Query region: the square [100,300] x [100,300].
+    private static final String REGION = "POLYGON((100 100,300 100,300 300,100 300,100 100))";
+
+    private static final String TTL = """
+        @prefix ex:  <http://ex.org/> .
+        @prefix geo: <http://www.opengis.net/ont/geosparql#> .
+        # entirely inside the region
+        ex:small geo:asWKT "POLYGON((150 150,160 150,160 160,150 160,150 150))"^^geo:wktLiteral .
+        # CONTAINS the whole region - the classic corner-index false negative
+        ex:big geo:asWKT "POLYGON((0 0,1000 0,1000 1000,0 1000,0 0))"^^geo:wktLiteral .
+        # straddles the region's left edge - corners outside, overlap real
+        ex:strad geo:asWKT "POLYGON((50 120,150 120,150 200,50 200,50 120))"^^geo:wktLiteral .
+        # far away - bbox disjoint, excluded by the index
+        ex:far geo:asWKT "POLYGON((5000 5000,5100 5000,5100 5100,5000 5100,5000 5000))"^^geo:wktLiteral .
+        # bbox overlaps the region corner but the triangle itself does not
+        # (x + y >= 620 everywhere; the region maxes out at 600) - an index
+        # candidate that the JTS verification stage must reject
+        ex:trap geo:asWKT "POLYGON((260 360,360 260,370 370,260 360))"^^geo:wktLiteral .
+        # residual-filter sanity data
+        ex:n1 ex:name "axb" .
+        ex:n2 ex:name "ab" .
+        """;
+
+    private static final String PREFIXES = """
+        PREFIX ex:   <http://ex.org/>
+        PREFIX geo:  <http://www.opengis.net/ont/geosparql#>
+        PREFIX geof: <http://www.opengis.net/def/function/geosparql/>
+        """;
+
+    @TempDir
+    static Path dir;
+    static BeakGraph bg;
+    static Dataset ds;
+
+    @BeforeAll
+    static void buildAndOpen() throws Exception {
+        File ttl = dir.resolve("spatialq.ttl").toFile();
+        File h5 = dir.resolve("spatialq.ttl.h5").toFile();
+        Files.write(ttl.toPath(), TTL.getBytes(StandardCharsets.UTF_8));
+        HDF5Writer.Builder().setSource(ttl).setDestination(h5)
+                .setSpatial(true).setFeatures(false).build().write();
+        bg = new BeakGraph(new HDF5Reader(h5));
+        ds = bg.getDataset();
+    }
+
+    @AfterAll
+    static void closeReader() {
+        if (bg != null) bg.close();
+    }
+
+    private static List<String> intersecting(String regionWkt) {
+        List<String> hits = new ArrayList<>();
+        String q = PREFIXES +
+            "SELECT ?f WHERE { ?f geo:asWKT ?w FILTER(geof:sfIntersects(?w, \"" + regionWkt + "\"^^geo:wktLiteral)) }";
+        try (QueryExecution qe = QueryExecution.dataset(ds).query(QueryFactory.create(q)).build()) {
+            ResultSet rs = qe.execSelect();
+            while (rs.hasNext()) {
+                RDFNode n = rs.next().get("f");
+                if (n != null && n.isURIResource()) hits.add(n.asResource().getURI());
+            }
+        }
+        return hits;
+    }
+
+    @Test
+    void intersectionMatchesGeometryNotCorners() {
+        List<String> hits = intersecting(REGION);
+        Set<String> distinct = new HashSet<>(hits);
+        assertEquals(Set.of("http://ex.org/small", "http://ex.org/big", "http://ex.org/strad"), distinct,
+            "containing and straddling geometries must match; disjoint and bbox-only-overlap must not");
+        assertEquals(distinct.size(), hits.size(),
+            "each matching geometry must appear exactly once (no per-corner/per-range duplicates)");
+    }
+
+    @Test
+    void containingGeometryAloneIsFound() {
+        // A region buried deep inside only ex:big - zero stored corners or cells
+        // of ex:big lie anywhere near it; only a recall-safe cover finds it.
+        assertEquals(List.of("http://ex.org/big"),
+            intersecting("POLYGON((600 600,610 600,610 610,600 610,600 600))"));
+    }
+
+    @Test
+    void disjointRegionMatchesNothing() {
+        assertEquals(List.of(), intersecting("POLYGON((8000 8000,8100 8000,8100 8100,8000 8100,8000 8000))"));
+    }
+
+    @Test
+    void residualFiltersStillApplyToOrdinaryPatterns() {
+        // Sanity guard for the same plan machinery the verify stage rides on:
+        // a non-pushdownable FILTER (regex) must still be evaluated.
+        String q = "PREFIX ex: <http://ex.org/> SELECT ?s WHERE { ?s ex:name ?n FILTER(regex(?n, \"x\")) }";
+        List<String> hits = new ArrayList<>();
+        try (QueryExecution qe = QueryExecution.dataset(ds).query(QueryFactory.create(q)).build()) {
+            ResultSet rs = qe.execSelect();
+            while (rs.hasNext()) hits.add(rs.next().getResource("s").getURI());
+        }
+        assertEquals(List.of("http://ex.org/n1"), hits);
+    }
+}
diff --git a/src/test/java/com/ebremer/beakgraph/TemporalTotalOrderTest.java b/src/test/java/com/ebremer/beakgraph/TemporalTotalOrderTest.java
new file mode 100644
index 00000000..7e3933eb
--- /dev/null
+++ b/src/test/java/com/ebremer/beakgraph/TemporalTotalOrderTest.java
@@ -0,0 +1,212 @@
+package com.ebremer.beakgraph;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+import com.ebremer.beakgraph.core.BeakGraph;
+import com.ebremer.beakgraph.core.lib.NodeComparator;
+import com.ebremer.beakgraph.hdf5.readers.HDF5Reader;
+import com.ebremer.beakgraph.hdf5.writers.HDF5Writer;
+import java.io.File;
+import java.nio.charset.StandardCharsets;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.List;
+import org.apache.jena.datatypes.xsd.XSDDatatype;
+import org.apache.jena.graph.Node;
+import org.apache.jena.graph.NodeFactory;
+import org.apache.jena.query.Dataset;
+import org.apache.jena.query.QueryExecution;
+import org.apache.jena.query.QueryFactory;
+import org.apache.jena.query.ResultSet;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.io.TempDir;
+
+/**
+ * NodeComparator must be a strict total order - every sort and binary search in
+ * the store depends on it. NodeValue.compareAlways alone is NOT one: for
+ * XSD-indeterminate pairs (a timezone-less dateTime vs a timezoned one within
+ * +/-14h, a month-based duration vs a day-based one) it falls back to term
+ * order pairwise, which mixes two different orders and creates comparison
+ * cycles. Before the fix, a file with ordinary mixed local/UTC timestamps
+ * failed to build ("Cannot resolve Object (not in dictionary)") or, worse,
+ * built and then silently dropped rows on lookup.
+ */
+class TemporalTotalOrderTest {
+
+    private static final NodeComparator CMP = NodeComparator.INSTANCE;
+
+    private static Node dt(String lex)  { return NodeFactory.createLiteralDT(lex, XSDDatatype.XSDdateTime); }
+    private static Node dur(String lex) { return NodeFactory.createLiteralDT(lex, XSDDatatype.XSDduration); }
+
+    /** The reproduced 3-cycle: naive < +14:00 < Z < naive under the old comparator. */
+    @Test
+    void reportedDateTimeCycleIsGone() {
+        assertTotallyOrdered(List.of(
+                dt("2020-01-02T00:00:00"),
+                dt("2020-01-02T08:00:00+14:00"),
+                dt("2020-01-01T20:00:00Z")));
+    }
+
+    @Test
+    void durationCycleIsGone() {
+        // P1Y < P13M by value, but P13M and P15D (and P15D and P1Y) were
+        // month-vs-day indeterminate and fell back to term order: a cycle.
+        assertTotallyOrdered(List.of(dur("P1Y"), dur("P13M"), dur("P15D")));
+    }
+
+    @Test
+    void comparatorIsTotalOverMixedLiteralSpaces() {
+        List<Node> nodes = new ArrayList<>();
+        // dateTimes: naive, UTC, and offsets all within each other's +/-14h windows
+        for (int i = 0; i < 8; i++) {
+            nodes.add(dt(String.format("2020-01-0%dT0%d:00:00", 1 + i % 3, i)));
+            nodes.add(dt(String.format("2020-01-0%dT0%d:30:00Z", 1 + i % 3, i)));
+            nodes.add(dt(String.format("2020-01-0%dT0%d:15:00+0%d:00", 1 + i % 3, i, 1 + i % 9)));
+            nodes.add(dt(String.format("2020-01-0%dT0%d:45:00-0%d:30", 1 + i % 3, i, 1 + i % 9)));
+        }
+        // instant-equal, term-distinct dateTimes must order deterministically
+        nodes.add(dt("2020-06-01T12:00:00Z"));
+        nodes.add(dt("2020-06-01T12:00:00+00:00"));
+        nodes.add(dt("2020-06-01T14:00:00+02:00"));
+        // times and dates with and without timezones
+        for (int i = 0; i < 4; i++) {
+            nodes.add(NodeFactory.createLiteralDT(String.format("0%d:00:00", 2 * i), XSDDatatype.XSDtime));
+            nodes.add(NodeFactory.createLiteralDT(String.format("0%d:00:00+1%d:00", 2 * i, i), XSDDatatype.XSDtime));
+            nodes.add(NodeFactory.createLiteralDT(String.format("2020-01-1%d", i), XSDDatatype.XSDdate));
+            nodes.add(NodeFactory.createLiteralDT(String.format("2020-01-1%d+14:00", i), XSDDatatype.XSDdate));
+            nodes.add(NodeFactory.createLiteralDT(String.format("201%d", i), XSDDatatype.XSDgYear));
+            nodes.add(NodeFactory.createLiteralDT(String.format("201%dZ", i), XSDDatatype.XSDgYear));
+        }
+        // durations: month-based, day/time-based, mixed, value-equal pair (P1D/PT24H)
+        for (String d : new String[]{"P1Y", "P13M", "P15D", "P1M", "P100D", "P2M", "P30D",
+                "P1M10D", "PT24H", "P1D", "PT36H", "P400D", "P1Y1D", "-P1M", "-P20D"}) {
+            nodes.add(dur(d));
+        }
+        // neighbors from other value spaces (space-ranked by compareAlways)
+        nodes.add(NodeFactory.createLiteralDT("2020-01-02T04:00:00", XSDDatatype.XSDstring));
+        nodes.add(NodeFactory.createLiteralDT("zzz", XSDDatatype.XSDstring));
+        nodes.add(NodeFactory.createLiteralDT("42", XSDDatatype.XSDinteger));
+        nodes.add(NodeFactory.createLiteralDT("41.5", XSDDatatype.XSDdouble));
+        nodes.add(NodeFactory.createLiteralDT("not-a-date", XSDDatatype.XSDdateTime)); // ill-formed
+        nodes.add(NodeFactory.createLiteral("plain"));
+
+        assertTotallyOrdered(nodes);
+
+        // The property that actually broke: sort, then find EVERY element again.
+        Node[] sorted = nodes.toArray(Node[]::new);
+        Arrays.sort(sorted, CMP);
+        for (Node n : nodes) {
+            assertTrue(Arrays.binarySearch(sorted, n, CMP) >= 0,
+                    "binary search must find every sorted element, missed: " + n);
+        }
+    }
+
+    private static void assertTotallyOrdered(List<Node> nodes) {
+        int n = nodes.size();
+        for (int i = 0; i < n; i++) {
+            for (int j = 0; j < n; j++) {
+                int ij = Integer.signum(CMP.compare(nodes.get(i), nodes.get(j)));
+                int ji = Integer.signum(CMP.compare(nodes.get(j), nodes.get(i)));
+                assertEquals(-ji, ij, "antisymmetry violated for " + nodes.get(i) + " / " + nodes.get(j));
+                if (i == j) continue;
+                for (int k = 0; k < n; k++) {
+                    int jk = Integer.signum(CMP.compare(nodes.get(j), nodes.get(k)));
+                    int ik = Integer.signum(CMP.compare(nodes.get(i), nodes.get(k)));
+                    if (ij < 0 && jk < 0) {
+                        assertTrue(ik < 0, "transitivity violated: " + nodes.get(i) + " < "
+                                + nodes.get(j) + " < " + nodes.get(k) + " but not i < k");
+                    }
+                }
+            }
+        }
+    }
+
+    @TempDir
+    Path dir;
+
+    /**
+     * End-to-end: the exact failure mode - hundreds of mixed timezone-less and
+     * timezoned dateTimes in one file. Under the cyclic comparator this build
+     * threw "Cannot resolve Object (not in dictionary)" at index construction.
+     */
+    @Test
+    void mixedTimezoneDateTimesRoundTrip() throws Exception {
+        int count = 300;
+        StringBuilder ttl = new StringBuilder("@prefix ex: <http://ex.org/> .\n"
+                + "@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .\n");
+        for (int i = 0; i < count; i++) {
+            int day = 1 + (i / 24) % 27;
+            int hour = i % 24;
+            int minute = (i * 7) % 60;
+            String lex = String.format("2020-01-%02dT%02d:%02d:00", day, hour, minute);
+            String form = switch (i % 3) {
+                case 0 -> lex;
+                case 1 -> lex + "Z";
+                default -> lex + String.format("%s%02d:00", (i % 2 == 0 ? "+" : "-"), 1 + i % 13);
+            };
+            ttl.append(String.format("ex:s%d ex:when \"%s\"^^xsd:dateTime .%n", i, form));
+        }
+
+        File src = dir.resolve("mixedtz.ttl").toFile();
+        File h5 = dir.resolve("mixedtz.ttl.h5").toFile();
+        Files.write(src.toPath(), ttl.toString().getBytes(StandardCharsets.UTF_8));
+        HDF5Writer.Builder().setSource(src).setDestination(h5)
+                .setSpatial(false).setFeatures(false).build().write();
+
+        try (BeakGraph bg = new BeakGraph(new HDF5Reader(h5))) {
+            Dataset ds = bg.getDataset();
+            assertEquals(count, countRows(ds,
+                    "PREFIX ex: <http://ex.org/> SELECT ?s ?o WHERE { ?s ex:when ?o }"),
+                    "every mixed-timezone dateTime row must round-trip");
+            // concrete-literal lookups exercise the read-side binary search on both forms
+            assertEquals(1, countRows(ds, "PREFIX ex: <http://ex.org/> "
+                    + "PREFIX xsd: <http://www.w3.org/2001/XMLSchema#> "
+                    + "SELECT ?s WHERE { ?s ex:when \"2020-01-01T00:00:00\"^^xsd:dateTime }"));
+            assertEquals(1, countRows(ds, "PREFIX ex: <http://ex.org/> "
+                    + "PREFIX xsd: <http://www.w3.org/2001/XMLSchema#> "
+                    + "SELECT ?s WHERE { ?s ex:when \"2020-01-01T01:07:00Z\"^^xsd:dateTime }"));
+        }
+    }
+
+    @Test
+    void mixedDurationsRoundTrip() throws Exception {
+        String[] durations = {"P1Y", "P13M", "P15D", "P1M", "P100D", "P2M", "P30D", "P28D",
+                "P1M10D", "PT24H", "P1D", "PT36H", "P400D", "P1Y1D", "P9M", "P276D",
+                "-P1M", "-P20D", "P3D", "P20D", "PT240H", "P10D", "P1M9D", "P38D"};
+        StringBuilder ttl = new StringBuilder("@prefix ex: <http://ex.org/> .\n"
+                + "@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .\n");
+        for (int i = 0; i < durations.length; i++) {
+            ttl.append(String.format("ex:d%d ex:lasts \"%s\"^^xsd:duration .%n", i, durations[i]));
+        }
+
+        File src = dir.resolve("durations.ttl").toFile();
+        File h5 = dir.resolve("durations.ttl.h5").toFile();
+        Files.write(src.toPath(), ttl.toString().getBytes(StandardCharsets.UTF_8));
+        HDF5Writer.Builder().setSource(src).setDestination(h5)
+                .setSpatial(false).setFeatures(false).build().write();
+
+        try (BeakGraph bg = new BeakGraph(new HDF5Reader(h5))) {
+            Dataset ds = bg.getDataset();
+            assertEquals(durations.length, countRows(ds,
+                    "PREFIX ex: <http://ex.org/> SELECT ?s ?o WHERE { ?s ex:lasts ?o }"));
+            assertEquals(1, countRows(ds, "PREFIX ex: <http://ex.org/> "
+                    + "PREFIX xsd: <http://www.w3.org/2001/XMLSchema#> "
+                    + "SELECT ?s WHERE { ?s ex:lasts \"P13M\"^^xsd:duration }"));
+        }
+    }
+
+    private static int countRows(Dataset ds, String query) {
+        try (QueryExecution qe = QueryExecution.dataset(ds).query(QueryFactory.create(query)).build()) {
+            ResultSet rs = qe.execSelect();
+            int rows = 0;
+            while (rs.hasNext()) {
+                rs.next();
+                rows++;
+            }
+            return rows;
+        }
+    }
+}
diff --git a/src/test/java/com/ebremer/beakgraph/TransactionStateTest.java b/src/test/java/com/ebremer/beakgraph/TransactionStateTest.java
new file mode 100644
index 00000000..f50f03e7
--- /dev/null
+++ b/src/test/java/com/ebremer/beakgraph/TransactionStateTest.java
@@ -0,0 +1,82 @@
+package com.ebremer.beakgraph;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertFalse;
+import static org.junit.jupiter.api.Assertions.assertThrows;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+import com.ebremer.beakgraph.core.BeakGraph;
+import com.ebremer.beakgraph.hdf5.readers.HDF5Reader;
+import com.ebremer.beakgraph.hdf5.writers.HDF5Writer;
+import java.io.File;
+import java.nio.charset.StandardCharsets;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import org.apache.jena.query.ReadWrite;
+import org.apache.jena.sparql.core.DatasetGraph;
+import org.apache.jena.system.Txn;
+import org.junit.jupiter.api.AfterAll;
+import org.junit.jupiter.api.BeforeAll;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.io.TempDir;
+
+/**
+ * isInTransaction() must report REAL per-thread state. The old implementation
+ * unconditionally answered true - a contract lie that masked mispaired
+ * begin/end in callers (a skipped begin, an end without begin, and a nested
+ * begin all passed silently).
+ */
+class TransactionStateTest {
+
+    @TempDir
+    static Path dir;
+    static BeakGraph bg;
+    static DatasetGraph dsg;
+
+    @BeforeAll
+    static void buildAndOpen() throws Exception {
+        File ttl = dir.resolve("txn.ttl").toFile();
+        File h5 = dir.resolve("txn.ttl.h5").toFile();
+        Files.write(ttl.toPath(),
+                "<http://ex.org/a> <http://ex.org/p> <http://ex.org/b> .\n".getBytes(StandardCharsets.UTF_8));
+        HDF5Writer.Builder().setSource(ttl).setDestination(h5)
+                .setSpatial(false).setFeatures(false).build().write();
+        bg = new BeakGraph(new HDF5Reader(h5));
+        dsg = bg.getDataset().asDatasetGraph();
+    }
+
+    @AfterAll
+    static void closeReader() {
+        if (bg != null) bg.close();
+    }
+
+    @Test
+    void transactionStateFollowsTheLifecycle() {
+        assertFalse(dsg.isInTransaction(), "no transaction has begun");
+        dsg.begin(ReadWrite.READ);
+        assertTrue(dsg.isInTransaction());
+        assertEquals(ReadWrite.READ, dsg.transactionMode());
+        dsg.end();
+        assertFalse(dsg.isInTransaction(), "end() must leave the transaction");
+
+        dsg.begin(ReadWrite.READ);
+        dsg.commit();
+        dsg.end();
+        assertFalse(dsg.isInTransaction());
+    }
+
+    @Test
+    void txnExecuteReadWorks() {
+        long[] count = {0};
+        Txn.executeRead(dsg, () ->
+                dsg.getDefaultGraph().find().forEachRemaining(t -> count[0]++));
+        assertTrue(count[0] >= 1);
+        assertFalse(dsg.isInTransaction());
+    }
+
+    @Test
+    void writeTransactionsAreRejected() {
+        assertThrows(UnsupportedOperationException.class, () -> dsg.begin(ReadWrite.WRITE));
+        assertFalse(dsg.isInTransaction(), "a rejected begin must not leave txn state behind");
+    }
+}
diff --git a/src/test/java/com/ebremer/beakgraph/VariableGraphScanTest.java b/src/test/java/com/ebremer/beakgraph/VariableGraphScanTest.java
index 51a5931a..1162e1d4 100644
--- a/src/test/java/com/ebremer/beakgraph/VariableGraphScanTest.java
+++ b/src/test/java/com/ebremer/beakgraph/VariableGraphScanTest.java
@@ -78,4 +78,32 @@ void variableGraphScanBindsGraphAndCoversExactlyTheRealGraphs() throws Exception
             assertTrue(count >= 20, "should return at least the 20 default-graph triples; got " + count);
         }
     }
+
+    @Test
+    void preBoundGraphVariableScansTheBoundGraph() throws Exception {
+        // The graph var is a VARIABLE in the quad but already bound in the
+        // BindingNodeId (BGIteratorMaster routes this shape to BGIteratorSPO_All
+        // when the predicate is unbound). SPO_All used to locate() the raw
+        // variable node, get -1, and silently yield nothing for a graph that
+        // exists - unlike the other three iterators behind the same dispatcher.
+        try (HDF5Reader reader = new HDF5Reader(h5)) {
+            PositionalDictionaryReader dict = (PositionalDictionaryReader) reader.getDictionary();
+            NodeTable nt = reader.getNodeTable();
+            Var g = Var.alloc("g"), s = Var.alloc("s"), p = Var.alloc("p"), o = Var.alloc("o");
+
+            long gid = dict.getGraphs().locate(Quad.defaultGraphIRI);
+            assertTrue(gid >= 1, "the default graph must exist in the dictionary");
+            BindingNodeId bnid = new BindingNodeId();
+            bnid.put(g, new NodeId(gid, com.ebremer.beakgraph.hdf5.jena.NodeType.GRAPH));
+
+            long count = 0;
+            Iterator<BindingNodeId> it = new BGIteratorMaster(
+                    reader, dict, bnid, new Quad(g, s, p, o), null, nt);
+            while (it.hasNext()) {
+                it.next();
+                count++;
+            }
+            assertEquals(20, count, "the pre-bound default graph holds exactly the 20 source triples");
+        }
+    }
 }
diff --git a/src/test/java/com/ebremer/beakgraph/WriteErrorHandlingTest.java b/src/test/java/com/ebremer/beakgraph/WriteErrorHandlingTest.java
index e1703fa9..1c96101d 100644
--- a/src/test/java/com/ebremer/beakgraph/WriteErrorHandlingTest.java
+++ b/src/test/java/com/ebremer/beakgraph/WriteErrorHandlingTest.java
@@ -1,7 +1,9 @@
 package com.ebremer.beakgraph;
 
+import static org.junit.jupiter.api.Assertions.assertArrayEquals;
 import static org.junit.jupiter.api.Assertions.assertFalse;
 import static org.junit.jupiter.api.Assertions.assertThrows;
+import static org.junit.jupiter.api.Assertions.assertTrue;
 
 import com.ebremer.beakgraph.hdf5.writers.HDF5Writer;
 import java.io.File;
@@ -31,4 +33,29 @@ void malformedRdfAbortsTheWriteInsteadOfSwallowing() throws Exception {
         // And no .h5 should have been produced for the failed input.
         assertFalse(h5.exists(), "a failed write must not leave a partial .h5 behind");
     }
+
+    @Test
+    void failedRebuildPreservesThePreviousGoodArtifact() throws Exception {
+        File ttl = dir.resolve("data.ttl").toFile();
+        File h5 = dir.resolve("data.ttl.h5").toFile();
+        Files.write(ttl.toPath(),
+                "<http://ex.org/a> <http://ex.org/p> <http://ex.org/b> .\n".getBytes(StandardCharsets.UTF_8));
+        HDF5Writer.Builder().setSource(ttl).setDestination(h5)
+                .setSpatial(false).setFeatures(false).build().write();
+        byte[] good = Files.readAllBytes(h5.toPath());
+
+        // Rebuild over the same destination with a broken source: the failure
+        // happens before anything is written, and the old cleanup deleted the
+        // previous, fully valid artifact anyway.
+        Files.write(ttl.toPath(), "no longer valid turtle @@@".getBytes(StandardCharsets.UTF_8));
+        assertThrows(Exception.class, () ->
+                HDF5Writer.Builder().setSource(ttl).setDestination(h5)
+                        .setSpatial(false).setFeatures(false).build().write());
+
+        assertTrue(h5.exists(), "a failed rebuild must not destroy the previous artifact");
+        assertArrayEquals(good, Files.readAllBytes(h5.toPath()),
+                "the previous artifact must be byte-identical after a failed rebuild");
+        assertFalse(dir.resolve("data.ttl.h5.tmp").toFile().exists(),
+                "the temp file must be cleaned up after a failed build");
+    }
 }
diff --git a/src/test/java/com/ebremer/beakgraph/cmdline/BeakGraphCLIConversionTest.java b/src/test/java/com/ebremer/beakgraph/cmdline/BeakGraphCLIConversionTest.java
new file mode 100644
index 00000000..2822a037
--- /dev/null
+++ b/src/test/java/com/ebremer/beakgraph/cmdline/BeakGraphCLIConversionTest.java
@@ -0,0 +1,66 @@
+package com.ebremer.beakgraph.cmdline;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+import java.io.File;
+import java.nio.charset.StandardCharsets;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.io.TempDir;
+
+/**
+ * Conversion-run accounting. FileProcessor runs inside Futures that are never
+ * inspected, so before the fix any failure thrown outside its try block -
+ * including the NPE from a missing -dest - was swallowed by FutureTask: the
+ * run logged nothing, counted nothing, and reported every file as a
+ * successful conversion.
+ */
+class BeakGraphCLIConversionTest {
+
+    @TempDir
+    Path dir;
+
+    @Test
+    void failedConversionsAreCountedAndGoodFilesStillConvert() throws Exception {
+        Path src = Files.createDirectories(dir.resolve("src"));
+        Files.write(src.resolve("good.ttl"),
+                "<http://ex.org/a> <http://ex.org/p> <http://ex.org/b> .\n".getBytes(StandardCharsets.UTF_8));
+        Files.write(src.resolve("bad.ttl"),
+                "this is not turtle @@@\n".getBytes(StandardCharsets.UTF_8));
+
+        Parameters p = new Parameters();
+        p.src = src.toFile();
+        p.dest = dir.resolve("out").toFile();
+
+        BeakGraphCLI cli = new BeakGraphCLI(p);
+        cli.traverse();
+
+        assertEquals(2, cli.getFileCounter().getRDFFileCount());
+        assertEquals(1, cli.getFileCounter().getFailedConversionFileCount(),
+                "the unparseable source must be counted as a failed conversion");
+        File goodH5 = dir.resolve("out").resolve("good.h5").toFile();
+        assertTrue(goodH5.exists() && goodH5.length() > 0,
+                "the well-formed source must still convert");
+    }
+
+    @Test
+    void missingDestinationFailsEveryFileLoudlyInsteadOfSilently() throws Exception {
+        // main() refuses to start without -dest; if a processor is ever reached
+        // without one anyway, the failure must land in the counter, not vanish
+        // inside a discarded Future.
+        Path src = Files.createDirectories(dir.resolve("src2"));
+        Files.write(src.resolve("a.ttl"),
+                "<http://ex.org/a> <http://ex.org/p> <http://ex.org/b> .\n".getBytes(StandardCharsets.UTF_8));
+
+        Parameters p = new Parameters();
+        p.src = src.toFile();
+        p.dest = null;
+
+        BeakGraphCLI cli = new BeakGraphCLI(p);
+        cli.traverse();
+
+        assertEquals(1, cli.getFileCounter().getFailedConversionFileCount());
+    }
+}
diff --git a/src/test/java/com/ebremer/beakgraph/cmdline/FileCounterTest.java b/src/test/java/com/ebremer/beakgraph/cmdline/FileCounterTest.java
new file mode 100644
index 00000000..df92cc65
--- /dev/null
+++ b/src/test/java/com/ebremer/beakgraph/cmdline/FileCounterTest.java
@@ -0,0 +1,31 @@
+package com.ebremer.beakgraph.cmdline;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+import org.junit.jupiter.api.Test;
+
+class FileCounterTest {
+
+    @Test
+    void successfulConversionsAreRdfMinusFailedOnly() {
+        FileCounter fc = new FileCounter();
+        // The traverse filter rejects zero-length files BEFORE they count as RDF
+        // files, so the summary must not subtract them a second time (the old
+        // formula printed rdf - zero - failed, which understated the count and
+        // went negative when empties outnumbered conversions).
+        for (int i = 0; i < 7; i++) fc.incrementRDFFileCount();
+        for (int i = 0; i < 3; i++) fc.incrementZeroLengthFileCount();
+        for (int i = 0; i < 3; i++) fc.incrementFailedConversionFileCount();
+        assertEquals(4, fc.getSuccessfulConversionCount());
+        assertTrue(fc.toString().contains("Successful Conversions : 4"), fc.toString());
+    }
+
+    @Test
+    void manyEmptyFilesCannotDriveTheSummaryNegative() {
+        FileCounter fc = new FileCounter();
+        for (int i = 0; i < 2; i++) fc.incrementRDFFileCount();
+        for (int i = 0; i < 5; i++) fc.incrementZeroLengthFileCount();
+        assertEquals(2, fc.getSuccessfulConversionCount());
+    }
+}
diff --git a/src/test/java/com/ebremer/beakgraph/core/VoidStatsTest.java b/src/test/java/com/ebremer/beakgraph/core/VoidStatsTest.java
new file mode 100644
index 00000000..6e2f0db4
--- /dev/null
+++ b/src/test/java/com/ebremer/beakgraph/core/VoidStatsTest.java
@@ -0,0 +1,51 @@
+package com.ebremer.beakgraph.core;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+
+import com.ebremer.beakgraph.hdf5.readers.HDF5Reader;
+import com.ebremer.beakgraph.hdf5.writers.HDF5Writer;
+import java.io.File;
+import java.nio.charset.StandardCharsets;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import org.apache.jena.graph.NodeFactory;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.io.TempDir;
+
+/**
+ * The VoID description carries one void:propertyPartition per (graph,
+ * predicate) pair, so a predicate used in several graphs appears in several
+ * partitions. VoidStats must SUM them: a plain put() kept whichever partition
+ * HashMap iteration visited last, feeding the reorder cost model a per-graph
+ * count against the dataset-wide total.
+ */
+class VoidStatsTest {
+
+    @TempDir
+    Path dir;
+
+    @Test
+    void predicateCountsSumAcrossGraphPartitions() throws Exception {
+        String trig = """
+            @prefix ex: <http://ex.org/> .
+            ex:s1 ex:p ex:o1 .
+            ex:s2 ex:p ex:o2 .
+            ex:g1 {
+                ex:s3 ex:p ex:o3 .
+                ex:s4 ex:p ex:o4 .
+                ex:s5 ex:p ex:o5 .
+            }
+            """;
+        File src = dir.resolve("stats.trig").toFile();
+        File h5 = dir.resolve("stats.trig.h5").toFile();
+        Files.write(src.toPath(), trig.getBytes(StandardCharsets.UTF_8));
+        HDF5Writer.Builder().setSource(src).setDestination(h5)
+                .setSpatial(false).setFeatures(false).build().write();
+
+        try (HDF5Reader reader = new HDF5Reader(h5)) {
+            VoidStats stats = VoidStats.load(reader);
+            assertEquals(5, stats.predicateCount(NodeFactory.createURI("http://ex.org/p")),
+                    "ex:p appears in two graph partitions (2 + 3) and must sum to 5");
+        }
+    }
+}
diff --git a/src/test/java/com/ebremer/beakgraph/core/fuseki/LWSStorageServletTest.java b/src/test/java/com/ebremer/beakgraph/core/fuseki/LWSStorageServletTest.java
index a0f2d04d..31633add 100644
--- a/src/test/java/com/ebremer/beakgraph/core/fuseki/LWSStorageServletTest.java
+++ b/src/test/java/com/ebremer/beakgraph/core/fuseki/LWSStorageServletTest.java
@@ -87,6 +87,38 @@ void encodeHrefPercentEncodesUnsafeCharactersButKeepsSlashes() {
         assertEquals("/plain/file.h5", LWSStorageServlet.encodeHref("/plain/file.h5"));
     }
 
+    @Test
+    void toLiveUriMapsCanonicalUrisWithoutDoubledSlashes() {
+        String canonicalRoot = com.ebremer.beakgraph.lws.LWSMetadataGenerator.CANONICAL_BASE;
+        // Live bases end with '/'; canonical remainders start with '/': the old
+        // concatenation minted "http://host//name" URIs that 404 when followed.
+        assertEquals("http://example:9999/sub/file.h5",
+            LWSStorageServlet.toLiveUri(canonicalRoot + "/sub/file.h5", "http://example:9999/"));
+        assertEquals("http://example:9999/",
+            LWSStorageServlet.toLiveUri(canonicalRoot, "http://example:9999/"));
+    }
+
+    @Test
+    void decodePathDecodesPercentEncodingAndRejectsGarbage() {
+        // getRequestURI() is undecoded; the metadata model and the filesystem
+        // hold raw names, so "a b.h5" must be reachable via its encoded link.
+        assertEquals("/a b.h5", LWSStorageServlet.decodePath("/a%20b.h5"));
+        assertEquals("/x/y.h5", LWSStorageServlet.decodePath("/x/y.h5"));
+        // '+' is a literal plus in a path (URLDecoder would have eaten it).
+        assertEquals("/a+b.h5", LWSStorageServlet.decodePath("/a+b.h5"));
+        assertNull(LWSStorageServlet.decodePath("/bad%zz"));
+    }
+
+    @Test
+    void wildcardAcceptHeadersGetARepresentationNotA406() {
+        assertTrue(LWSStorageServlet.acceptsHtmlRepresentation(""));      // no Accept at all
+        assertTrue(LWSStorageServlet.acceptsHtmlRepresentation("*/*"));   // curl's default
+        assertTrue(LWSStorageServlet.acceptsHtmlRepresentation("text/*"));
+        assertTrue(LWSStorageServlet.acceptsHtmlRepresentation("text/html,application/xhtml+xml"));
+        assertFalse(LWSStorageServlet.acceptsHtmlRepresentation("application/ld+json"));
+        assertFalse(LWSStorageServlet.acceptsHtmlRepresentation("text/turtle"));
+    }
+
     @Test
     void fileUrisAreNotExposableToClients() {
         org.apache.jena.rdf.model.Model m = org.apache.jena.rdf.model.ModelFactory.createDefaultModel();
diff --git a/src/test/java/com/ebremer/beakgraph/core/fuseki/RelativeIRIResolverTest.java b/src/test/java/com/ebremer/beakgraph/core/fuseki/RelativeIRIResolverTest.java
index d5d5a0e1..3b90a2a3 100644
--- a/src/test/java/com/ebremer/beakgraph/core/fuseki/RelativeIRIResolverTest.java
+++ b/src/test/java/com/ebremer/beakgraph/core/fuseki/RelativeIRIResolverTest.java
@@ -6,6 +6,7 @@
 import static org.junit.jupiter.api.Assertions.assertTrue;
 
 import java.util.List;
+import java.util.function.Predicate;
 import org.apache.jena.graph.Node;
 import org.apache.jena.graph.NodeFactory;
 import org.apache.jena.query.ResultSet;
@@ -55,29 +56,61 @@ void storageToAbsoluteLeavesAbsoluteIrisUnchanged() {
         assertSame(snomed, t.apply(snomed));
     }
 
+    /** A dictionary that holds only relative-form terms (no scheme) - the shape a BG store has. */
+    private static final Predicate<Node> RELATIVE_FORMS_STORED = n -> !n.getURI().contains(":");
+
     @Test
     void absoluteToStorageRelativizesTheDocumentItself() {
-        NodeTransform t = new RelativeIRIResolver(BASE).absoluteToStorage();
+        NodeTransform t = new RelativeIRIResolver(BASE).absoluteToStorage(RELATIVE_FORMS_STORED);
         assertEquals("", t.apply(NodeFactory.createURI(BASE)).getURI());
     }
 
     @Test
     void absoluteToStorageRelativizesASibling() {
-        NodeTransform t = new RelativeIRIResolver(BASE).absoluteToStorage();
+        NodeTransform t = new RelativeIRIResolver(BASE).absoluteToStorage(RELATIVE_FORMS_STORED);
         assertEquals("image.png", t.apply(NodeFactory.createURI(SIBLING)).getURI());
     }
 
     @Test
     void absoluteToStorageLeavesUnrelatedIrisUnchanged() {
-        NodeTransform t = new RelativeIRIResolver(BASE).absoluteToStorage();
+        NodeTransform t = new RelativeIRIResolver(BASE).absoluteToStorage(RELATIVE_FORMS_STORED);
         Node snomed = NodeFactory.createURI("http://snomed.info/id/123");
         assertSame(snomed, t.apply(snomed));
     }
 
+    @Test
+    void absoluteStoredIriIsNotRewrittenIntoAGuaranteedMiss() {
+        // Same host, different subtree: relativize yields the path-absolute form
+        // "/other/thing", which the writer never stores. The rewrite must not
+        // fire - the dictionary holds the ABSOLUTE term and the query must keep
+        // naming it (the old unconditional rewrite silently returned 0 rows).
+        String abs = "http://localhost:8888/other/thing";
+        NodeTransform t = new RelativeIRIResolver(BASE)
+                .absoluteToStorage(n -> n.getURI().equals(abs));
+        Node node = NodeFactory.createURI(abs);
+        assertSame(node, t.apply(node));
+    }
+
+    @Test
+    void parentDirectoryFormIsNeverStoredSoNoRewrite() {
+        // "../other.png" is relative per IRIx but not a form the writer produces;
+        // with nothing stored, the absolute name must pass through untouched.
+        Node up = NodeFactory.createURI("http://localhost:8888/HalcyonStorage/utah/other.png");
+        NodeTransform t = new RelativeIRIResolver(BASE).absoluteToStorage(n -> false);
+        assertSame(up, t.apply(up));
+    }
+
+    @Test
+    void bothFormsStoredKeepsTheExactTermTheQueryNamed() {
+        NodeTransform t = new RelativeIRIResolver(BASE).absoluteToStorage(n -> true);
+        Node sibling = NodeFactory.createURI(SIBLING);
+        assertSame(sibling, t.apply(sibling));
+    }
+
     @Test
     void inputThenOutputRoundTripsToTheOriginalIri() {
         RelativeIRIResolver r = new RelativeIRIResolver(BASE);
-        NodeTransform in = r.absoluteToStorage();
+        NodeTransform in = r.absoluteToStorage(RELATIVE_FORMS_STORED);
         NodeTransform out = r.storageToAbsolute();
         for (String iri : new String[] { BASE, SIBLING }) {
             Node original = NodeFactory.createURI(iri);
@@ -91,7 +124,7 @@ void nullBaseMakesResolverInactiveAndTransformsIdentity() {
         assertFalse(r.isActive());
         Node rel = NodeFactory.createURI("image.png");
         assertSame(rel, r.storageToAbsolute().apply(rel));
-        assertSame(rel, r.absoluteToStorage().apply(rel));
+        assertSame(rel, r.absoluteToStorage(n -> true).apply(rel));
     }
 
     @Test
diff --git a/src/test/java/com/ebremer/beakgraph/features/FeatureEdgeCasesTest.java b/src/test/java/com/ebremer/beakgraph/features/FeatureEdgeCasesTest.java
new file mode 100644
index 00000000..8e59a7b8
--- /dev/null
+++ b/src/test/java/com/ebremer/beakgraph/features/FeatureEdgeCasesTest.java
@@ -0,0 +1,101 @@
+package com.ebremer.beakgraph.features;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertFalse;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+import com.ebremer.beakgraph.features.pyradiomics.Gen2DFeatures;
+import com.ebremer.ns.HAL;
+import com.ebremer.ns.PYR;
+import java.util.ArrayList;
+import java.util.Map;
+import java.util.stream.Collectors;
+import org.apache.jena.graph.Node;
+import org.apache.jena.graph.NodeFactory;
+import org.apache.jena.sparql.core.Quad;
+import org.junit.jupiter.api.Test;
+
+/**
+ * Feature-math edge cases:
+ * <ul>
+ *   <li>a valid polygon thinner than ~0.5 units must still get features (the
+ *       raster used to round to a 0-sized image and BufferedImage threw,
+ *       skipping even the purely polygon-based features);</li>
+ *   <li>zero-area geometry must not emit "INF"^^xsd:double literals;</li>
+ *   <li>MajorMinor values come from exact AREA moments: holed polygons get an
+ *       unbiased centroid (the vertex cloud double-weighted ring closures) and
+ *       axis lengths follow the pyradiomics 4*sqrt(lambda) convention that
+ *       PYR.MajorAxisLength uses.</li>
+ * </ul>
+ */
+class FeatureEdgeCasesTest {
+
+    private static final Node F = NodeFactory.createURI("http://ex.org/f");
+
+    private static Map<Node, String> byPredicate(ArrayList<Quad> quads) {
+        return quads.stream().collect(Collectors.toMap(Quad::getPredicate,
+                q -> q.getObject().getLiteralLexicalForm()));
+    }
+
+    @Test
+    void thinPolygonStillGetsAllFeatures() {
+        ArrayList<Quad> quads = new ArrayList<>();
+        Gen2DFeatures.generate(quads, F, "POLYGON((0 0,100 0,100 0.4,0 0.4,0 0))");
+        Map<Node, String> features = byPredicate(quads);
+        assertTrue(features.containsKey(PYR.MeshSurface.asNode()),
+                "polygon-based features must survive a sub-pixel raster height");
+        assertEquals(40.0, Double.parseDouble(features.get(PYR.MeshSurface.asNode())), 1e-9);
+        assertTrue(features.containsKey(PYR.PixelSurface.asNode()),
+                "the raster features must be computed on the clamped 1px image");
+    }
+
+    @Test
+    void zeroAreaGeometryEmitsNoNonFiniteFeatureValues() {
+        // The bowtie's shoelace area is exactly 0: the ratio features divide by
+        // it and used to store "INF"^^xsd:double as real feature values.
+        ArrayList<Quad> quads = new ArrayList<>();
+        Gen2DFeatures.generate(quads, F, "POLYGON((0 0,10 10,10 0,0 10,0 0))");
+        Map<Node, String> features = byPredicate(quads);
+        assertTrue(features.containsKey(PYR.Perimeter.asNode()), "finite features are still emitted");
+        assertFalse(features.containsKey(PYR.PerimeterSurfaceRatio.asNode()),
+                "perimeter/area is infinite for zero area and must be skipped");
+        assertFalse(features.containsKey(PYR.SphericalDisproportion.asNode()));
+        for (Map.Entry<Node, String> e : features.entrySet()) {
+            assertTrue(Double.isFinite(Double.parseDouble(e.getValue())),
+                    "non-finite value emitted for " + e.getKey() + ": " + e.getValue());
+        }
+    }
+
+    @Test
+    void holedPolygonCentroidIsTheAreaCentroid() {
+        // Square shell with a centered square hole: the area centroid is exactly
+        // the center. The vertex cloud kept the shell's ring-closure vertex, so
+        // the old PCA centroid was biased toward it (~1.78 instead of 2).
+        ArrayList<Quad> quads = new ArrayList<>();
+        MajorMinor.add(quads, F, "POLYGON((0 0,4 0,4 4,0 4,0 0),(1 1,3 1,3 3,1 3,1 1))");
+        Map<Node, String> features = byPredicate(quads);
+        assertEquals("POINT(2.0000 2.0000)", features.get(HAL.centroid.asNode()));
+    }
+
+    @Test
+    void axisLengthsFollowThePyradiomicsAreaConvention() throws Exception {
+        // Rectangle 20x10: region variance along x is 20^2/12, so the pyradiomics
+        // major axis is 4*sqrt(400/12) = 23.094 - the SAME definition
+        // PYR.MajorAxisLength uses on the raster. The old vertex-cloud 2*sqrt
+        // drawn axis was mutually inconsistent with it.
+        ArrayList<Quad> quads = new ArrayList<>();
+        MajorMinor.add(quads, F, "POLYGON((0 0,20 0,20 10,0 10,0 0))");
+        Map<Node, String> features = byPredicate(quads);
+
+        org.locationtech.jts.geom.Geometry major = new org.locationtech.jts.io.WKTReader()
+                .read(features.get(HAL.majorAxis.asNode()));
+        org.locationtech.jts.geom.Geometry minor = new org.locationtech.jts.io.WKTReader()
+                .read(features.get(HAL.minorAxis.asNode()));
+        assertEquals(4 * Math.sqrt(400.0 / 12.0), major.getLength(), 1e-3);
+        assertEquals(4 * Math.sqrt(100.0 / 12.0), minor.getLength(), 1e-3);
+        // The major axis runs along x, centered on the area centroid.
+        org.locationtech.jts.geom.Coordinate[] c = major.getCoordinates();
+        assertEquals(5.0, c[0].y, 1e-6);
+        assertEquals(5.0, c[1].y, 1e-6);
+    }
+}
diff --git a/src/test/java/com/ebremer/beakgraph/lws/LWSMetadataGeneratorTest.java b/src/test/java/com/ebremer/beakgraph/lws/LWSMetadataGeneratorTest.java
new file mode 100644
index 00000000..bda18733
--- /dev/null
+++ b/src/test/java/com/ebremer/beakgraph/lws/LWSMetadataGeneratorTest.java
@@ -0,0 +1,36 @@
+package com.ebremer.beakgraph.lws;
+
+import static org.junit.jupiter.api.Assertions.assertFalse;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+import java.nio.charset.StandardCharsets;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import org.apache.jena.rdf.model.Model;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.io.TempDir;
+
+class LWSMetadataGeneratorTest {
+
+    @TempDir
+    Path root;
+
+    @Test
+    void regenerationDoesNotIndexTheMetadataCacheItself() throws Exception {
+        Files.write(root.resolve("data.h5"), new byte[]{1, 2, 3});
+        // A previous generation's cache is on disk - the regeneration walk must
+        // not turn it into a listed DataResource: the raw model carries the
+        // owl:sameAs file:/// server paths the servlet redacts from clients.
+        Files.write(root.resolve(LWSMetadataGenerator.CACHE_FILE_NAME),
+                "stale cache".getBytes(StandardCharsets.UTF_8));
+
+        Model model = LWSMetadataGenerator.generateLWSModel(root);
+
+        String base = LWSMetadataGenerator.CANONICAL_BASE;
+        assertTrue(model.containsResource(model.createResource(base + "/data.h5")),
+                "real files must be indexed");
+        assertFalse(model.containsResource(
+                        model.createResource(base + "/" + LWSMetadataGenerator.CACHE_FILE_NAME)),
+                "the metadata cache file must never index itself");
+    }
+}
diff --git a/src/test/java/com/ebremer/beakgraph/pool/BeakGraphPoolValidationTest.java b/src/test/java/com/ebremer/beakgraph/pool/BeakGraphPoolValidationTest.java
new file mode 100644
index 00000000..2d61563b
--- /dev/null
+++ b/src/test/java/com/ebremer/beakgraph/pool/BeakGraphPoolValidationTest.java
@@ -0,0 +1,47 @@
+package com.ebremer.beakgraph.pool;
+
+import static org.junit.jupiter.api.Assertions.assertFalse;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+import com.ebremer.beakgraph.core.BeakGraph;
+import com.ebremer.beakgraph.hdf5.writers.HDF5Writer;
+import java.io.File;
+import java.nio.charset.StandardCharsets;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import org.apache.commons.pool2.PooledObject;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.io.TempDir;
+
+/**
+ * Pool validation must actually probe the reader (testOnBorrow is on): an
+ * isOpen-only check re-issued a poisoned instance to every borrower forever,
+ * since a reader whose backing data went bad still reports "open".
+ */
+class BeakGraphPoolValidationTest {
+
+    @TempDir
+    Path dir;
+
+    @Test
+    void validateObjectProbesRealDataAndRejectsClosedReaders() throws Exception {
+        File ttl = dir.resolve("pool.ttl").toFile();
+        File h5 = dir.resolve("pool.ttl.h5").toFile();
+        Files.write(ttl.toPath(),
+                "<http://ex.org/a> <http://ex.org/p> <http://ex.org/b> .\n".getBytes(StandardCharsets.UTF_8));
+        HDF5Writer.Builder().setSource(ttl).setDestination(h5)
+                .setSpatial(false).setFeatures(false).build().write();
+
+        BeakGraphPoolFactory factory = new BeakGraphPoolFactory();
+        BeakGraph bg = factory.create(h5.toURI());
+        PooledObject<BeakGraph> pooled = factory.wrap(bg);
+        try {
+            assertTrue(factory.validateObject(h5.toURI(), pooled),
+                    "a healthy instance must validate (probe included)");
+        } finally {
+            bg.close();
+        }
+        assertFalse(factory.validateObject(h5.toURI(), pooled),
+                "a closed instance must fail validation and be discarded");
+    }
+}

From 972b7b8cdd1eeb8db98ec40c37d8cb399ce38ca8 Mon Sep 17 00:00:00 2001
From: Erich Bremer <erich@ebremer.com>
Date: Thu, 2 Jul 2026 10:09:46 -0400
Subject: [PATCH 4/4] initial huge BeakGraph support

---
 RDF_1.1-compliance.md                         |  64 ++
 pom.xml                                       | 148 +++-
 .../beakgraph/cmdline/BeakGraphCLI.java       |  33 +-
 .../ebremer/beakgraph/cmdline/Parameters.java |  13 +-
 .../com/ebremer/beakgraph/core/lib/VByte.java |  22 +-
 .../hdf5/BitPackedUnSignedLongBuffer.java     | 187 +++--
 .../beakgraph/hdf5/readers/FCDReader.java     |  39 +-
 .../beakgraph/hdf5/readers/IndexReader.java   |   3 +-
 .../readers/MultiTypeDictionaryReader.java    |  28 +-
 .../readers/PositionalDictionaryReader.java   |   7 +-
 .../beakgraph/huge/ExternalSorter.java        | 254 ++++++
 .../beakgraph/huge/HugeBuildPipeline.java     | 763 ++++++++++++++++++
 .../beakgraph/huge/HugeHDF5Writer.java        | 165 ++++
 .../com/ebremer/beakgraph/huge/HugeIO.java    |  73 ++
 .../beakgraph/huge/HugeIndexWriter.java       | 264 ++++++
 .../ebremer/beakgraph/huge/HugeRecords.java   | 114 +++
 .../beakgraph/huge/NativeHdf5File.java        | 282 +++++++
 .../com/ebremer/beakgraph/huge/NodeCodec.java | 105 +++
 .../ebremer/beakgraph/huge/RecordFile.java    | 123 +++
 .../beakgraph/huge/SpatialAugmenter.java      | 198 +++++
 .../beakgraph/huge/SpillBitPackedBuffer.java  | 127 +++
 .../beakgraph/huge/SpillDataBuffer.java       |  92 +++
 .../beakgraph/huge/SpillFCDWriter.java        | 142 ++++
 .../huge/StreamingDictionaryWriter.java       | 274 +++++++
 .../ebremer/beakgraph/huge/StreamingHdf5.java |  38 +
 .../beakgraph/huge/StreamingHdf5Dataset.java  |  30 +
 .../beakgraph/huge/StreamingHdf5File.java     |  33 +
 .../beakgraph/huge/StreamingHdf5Group.java    |  37 +
 .../ebremer/beakgraph/huge/package-info.java  |  38 +
 .../ebremer/beakgraph/io/ByteBufferBytes.java |  66 ++
 .../ebremer/beakgraph/io/DatasetBytes.java    |  59 ++
 .../beakgraph/io/MemorySegmentBytes.java      |  83 ++
 .../beakgraph/io/RandomAccessBytes.java       |  43 +
 .../cmdline/BeakGraphCLIConversionTest.java   |  32 +
 .../beakgraph/huge/ExternalSorterTest.java    |  76 ++
 .../beakgraph/huge/HugeWriterParityTest.java  | 277 +++++++
 .../beakgraph/huge/NativeHdf5SmokeTest.java   |  79 ++
 .../huge/SpillBitPackedBufferTest.java        |  71 ++
 .../beakgraph/io/FfmReaderPathTest.java       | 121 +++
 .../io/RandomAccessBytesParityTest.java       | 110 +++
 40 files changed, 4581 insertions(+), 132 deletions(-)
 create mode 100644 RDF_1.1-compliance.md
 create mode 100644 src/main/java/com/ebremer/beakgraph/huge/ExternalSorter.java
 create mode 100644 src/main/java/com/ebremer/beakgraph/huge/HugeBuildPipeline.java
 create mode 100644 src/main/java/com/ebremer/beakgraph/huge/HugeHDF5Writer.java
 create mode 100644 src/main/java/com/ebremer/beakgraph/huge/HugeIO.java
 create mode 100644 src/main/java/com/ebremer/beakgraph/huge/HugeIndexWriter.java
 create mode 100644 src/main/java/com/ebremer/beakgraph/huge/HugeRecords.java
 create mode 100644 src/main/java/com/ebremer/beakgraph/huge/NativeHdf5File.java
 create mode 100644 src/main/java/com/ebremer/beakgraph/huge/NodeCodec.java
 create mode 100644 src/main/java/com/ebremer/beakgraph/huge/RecordFile.java
 create mode 100644 src/main/java/com/ebremer/beakgraph/huge/SpatialAugmenter.java
 create mode 100644 src/main/java/com/ebremer/beakgraph/huge/SpillBitPackedBuffer.java
 create mode 100644 src/main/java/com/ebremer/beakgraph/huge/SpillDataBuffer.java
 create mode 100644 src/main/java/com/ebremer/beakgraph/huge/SpillFCDWriter.java
 create mode 100644 src/main/java/com/ebremer/beakgraph/huge/StreamingDictionaryWriter.java
 create mode 100644 src/main/java/com/ebremer/beakgraph/huge/StreamingHdf5.java
 create mode 100644 src/main/java/com/ebremer/beakgraph/huge/StreamingHdf5Dataset.java
 create mode 100644 src/main/java/com/ebremer/beakgraph/huge/StreamingHdf5File.java
 create mode 100644 src/main/java/com/ebremer/beakgraph/huge/StreamingHdf5Group.java
 create mode 100644 src/main/java/com/ebremer/beakgraph/huge/package-info.java
 create mode 100644 src/main/java/com/ebremer/beakgraph/io/ByteBufferBytes.java
 create mode 100644 src/main/java/com/ebremer/beakgraph/io/DatasetBytes.java
 create mode 100644 src/main/java/com/ebremer/beakgraph/io/MemorySegmentBytes.java
 create mode 100644 src/main/java/com/ebremer/beakgraph/io/RandomAccessBytes.java
 create mode 100644 src/test/java/com/ebremer/beakgraph/huge/ExternalSorterTest.java
 create mode 100644 src/test/java/com/ebremer/beakgraph/huge/HugeWriterParityTest.java
 create mode 100644 src/test/java/com/ebremer/beakgraph/huge/NativeHdf5SmokeTest.java
 create mode 100644 src/test/java/com/ebremer/beakgraph/huge/SpillBitPackedBufferTest.java
 create mode 100644 src/test/java/com/ebremer/beakgraph/io/FfmReaderPathTest.java
 create mode 100644 src/test/java/com/ebremer/beakgraph/io/RandomAccessBytesParityTest.java

diff --git a/RDF_1.1-compliance.md b/RDF_1.1-compliance.md
new file mode 100644
index 00000000..87b57e6e
--- /dev/null
+++ b/RDF_1.1-compliance.md
@@ -0,0 +1,64 @@
+# BeakGraph RDF 1.1 Compliance Assessment
+
+*Assessed 2026-07-02 against [RDF 1.1 Concepts and Abstract Syntax](https://www.w3.org/TR/rdf11-concepts/) (W3C Recommendation, 25 February 2014).
+ 
+## Verdict
+
+Substantially compliant for the core data model as an RDF 1.1 dataset store queried through SPARQL. Three deliberate, documented deviations exist, of which one (numeric literal canonicalization) affects term identity.
+
+## Compliant areas
+
+### Term model and positions
+- Subjects are IRI/blank node, predicates IRI, objects IRI/blank node/literal, graph names IRI/blank node — enforced with loud failures rather than silent acceptance of generalized RDF (`PositionalDictionaryWriterBuilder.ProcessQuad`, mirrored in `HugeBuildPipeline.countEntityKind`).
+- RDF-star quoted triples are rejected with an exception. Correct behavior for an RDF **1.1** store; quoted triples are RDF 1.2 territory.
+
+### Literals
+- Every literal carries its datatype IRI, per RDF 1.1 (simple literals are `xsd:string`; identification inherited from Jena 5).
+- `rdf:langString` is fully supported: the `langs`/`langTags` datasets store language tags separately and literals reconstruct term-exact (`MultiTypeDictionaryWriter` / `MultiTypeDictionaryReader`). Tag normalization policy is inherited from Jena's parsers and applied consistently on both write and query paths.
+- Ill-typed literals (e.g. `"abc"^^xsd:int`) are valid RDF 1.1 terms and are preserved term-exactly through the strings path instead of being rejected or "repaired".
+- Unicode: UTF-8 storage throughout; the front-coded dictionary never splits UTF-16 surrogate pairs (`FCDWriter.commonPrefixLength`).
+
+### Blank nodes
+- Blank node identifiers are not part of the RDF 1.1 abstract syntax; graphs are defined up to isomorphism. Rank-based storage (labels regenerated from dictionary ids on read) and the huge writer's keep-original-labels policy are both compliant under that rule.
+- Blank node sharing across named graphs within one dataset is preserved, matching TriG/N-Quads dataset scoping.
+
+### Datasets
+- Default graph plus named graphs, with IRI and blank-node graph names supported. The default graph is held under ARQ's sentinel IRI internally — a representation detail invisible at the SPARQL level (`NodeComparator` even orders the two ARQ sentinels as distinct terms so data that uses them survives).
+- Union-graph queries apply RDF-correct set semantics (explicit row dedup in `HDF5Reader.readUnion`).
+
+### Syntax and query semantics
+- Parsing/serialization and SPARQL 1.1 semantics are delegated to Jena 5.x (RIOT/ARQ); BeakGraph sits below as storage.
+- The value-ordered dictionary preserves term identity: `NodeComparator` breaks value-equal ties on the exact RDF term (`"1"^^xsd:int` vs `"1"^^xsd:integer` keep distinct ids), and provides a self-consistent total order for timezone-sensitive temporal value spaces that agrees with XSD order wherever XSD order is determinate.
+
+## Deviations
+
+### 1. Numeric lexical canonicalization (affects term identity)
+`canonicalizeNumericObject` rewrites `xsd:int` / `xsd:long` / `xsd:float` / `xsd:double` **objects** to canonical lexical form at ingest (`"01"^^xsd:int` → `"1"^^xsd:int`). Under RDF 1.1 these are distinct terms with equal values, so:
+
+- the stored graph is value-preserving and D-entailment-equivalent to the source, but **not isomorphic** when the source contains non-canonical spellings;
+- `sameTerm`-style lookups for the original spelling miss.
+
+This is forced by the storage design: those four datatypes are stored by binary value and the reader regenerates the lexical form, so non-canonical spellings have nowhere to live. Strict term fidelity would require routing non-canonical numerics through the term-exact strings path (larger files, no numeric range pushdown for those literals). If archival round-tripping ever matters, this is the one behavior worth putting behind an off switch.
+
+Note: `xsd:integer`, `xsd:decimal`, `xsd:dateTime`, booleans, and all other datatypes are stored term-exactly via the strings path. (The `T`-substring on `xsd:dateTime` in `ProcessQuad` feeds string-length *statistics* only; the stored literal is the full lexical form.)
+
+### 2. Relative IRIs stored unresolved
+RDF 1.1 abstract syntax requires absolute IRIs. BeakGraph deliberately stores document-relative references (`DataType.RELATIVE_IRI`) unresolved — parsed against a sentinel base, stripped back to relative form, and resolved against the serving URL at query time (`RelativeIRIResolver`). Until resolution, the in-file graph is not pure abstract syntax. This is an intentional extension serving the LWS/document use case.
+
+### 3. Injected metadata graphs
+The stored dataset is a superset of the source: VoID/SD metadata (`urn:x-beakgraph:void`) always, spatial index graphs (`urn:x-beakgraph:Spatial`, grid-tile URN graphs) when spatial indexing is enabled. Valid RDF, but `GRAPH ?g` enumerates graphs the source never contained — a faithfulness caveat rather than a spec violation. Relatedly, the `numQuads` attribute counts source quads only, excluding injected metadata.
+
+## Summary table
+
+| Aspect | Status |
+|---|---|
+| Term positions (S/P/O/G kinds) | Compliant, enforced |
+| Literal datatypes, `xsd:string` identity | Compliant |
+| `rdf:langString` / language tags | Compliant |
+| Ill-typed literals | Compliant (preserved term-exact) |
+| Blank node semantics | Compliant (isomorphism) |
+| Datasets / named graphs | Compliant |
+| Generalized RDF / RDF-star | Rejected loudly (correct for 1.1) |
+| Numeric literal term identity | **Deviation** — canonicalized at ingest |
+| Absolute-IRI requirement | **Deviation** — relative IRIs stored, resolved at serving time |
+| Dataset faithfulness | **Caveat** — metadata graphs injected |
diff --git a/pom.xml b/pom.xml
index a4dfb6c4..45a6c913 100644
--- a/pom.xml
+++ b/pom.xml
@@ -4,7 +4,7 @@
     <groupId>com.ebremer</groupId>
     <artifactId>BeakGraph</artifactId>
     <name>BeakGraph</name>
-    <version>0.15.0</version>
+    <version>0.16.0</version>
     <packaging>jar</packaging>
    
     <description>Library for creating indexed binary storages for Apache Jena Graphs and Datasets</description>
@@ -53,6 +53,21 @@
         <log4j.version>2.25.2</log4j.version>
         <slf4j.version>2.0.17</slf4j.version>
         <jhdf.version>0.10.0</jhdf.version>
+        <!-- Native HDF5 (https://github.com/HDFGroup/hdf5) backend versions for the
+             com.ebremer.beakgraph.huge writers, which need incremental (chunk-at-a-
+             time) dataset writing that jHDF does not yet support. All writer code
+             targets the official hdf.hdf5lib.H5 API, which BOTH backends provide;
+             selection is a build-time dependency choice (identical class names
+             cannot coexist on one classpath). See the hdf5-backend-* profiles:
+             the JavaCPP preset (bundled natives, Maven Central) is the default;
+             -Dhdf5.ffm switches to the HDF Group's own Java 25 FFM bindings. -->
+        <hdf5.javacpp.version>1.14.3-1.5.10</hdf5.javacpp.version>
+        <hdf5.ffm.version>2.1.1</hdf5.ffm.version>
+        <!-- Overridden by the OS-detection profiles below; set explicitly
+             (-Dhdf5.ffm.classifier=...) for platforms they do not recognize.
+             Published classifiers: linux-x86_64, windows-x86_64, macos-x86_64,
+             macos-aarch64. -->
+        <hdf5.ffm.classifier>linux-x86_64</hdf5.ffm.classifier>
         <jcommander.version>3.0</jcommander.version>
         <hilbert.ver>0.2.3</hilbert.ver>
         <jts.ver>1.20.0</jts.ver>
@@ -209,7 +224,18 @@
         <profile>
             <id>lib</id>
             <activation>
-                <activeByDefault>true</activeByDefault>
+                <!-- Was activeByDefault, which Maven silently DISABLES whenever any
+                     other profile in this POM activates - and the hdf5-backend-*
+                     profiles below auto-activate on every build. Property-based
+                     "active unless -Dthin" keeps lib on in all builds regardless of
+                     other profiles. Consequences: lib now also stays active with
+                     -Pcmdlinejar (its shade execution merges with lib's identical
+                     one, so the jar is shaded once, same output as before) and with
+                     -Pcmdlinenative (pass -Dthin there to skip shading if the
+                     native-image build should see plain classes + thin deps). -->
+                <property>
+                    <name>!thin</name>
+                </property>
             </activation>
             <build>
                 <finalName>BeakGraph-${project.version}</finalName>
@@ -374,6 +400,121 @@
                 </plugins>
             </build>
         </profile>
+
+        <!-- ================= Native HDF5 backend selection =================
+             The com.ebremer.beakgraph.huge writers call the official
+             hdf.hdf5lib.H5 API; the two profiles below choose which jar
+             provides it. Property-based activation (not activeByDefault) on
+             purpose: activating any -P profile would silently deactivate an
+             activeByDefault backend and drop hdf.hdf5lib from the classpath. -->
+        <profile>
+            <!-- DEFAULT: JavaCPP preset of HDF5 1.14.3. On Maven Central, and the
+                 platform jars bundle the C library for linux/macos/windows x86_64,
+                 so builds and consumers need no system HDF5 install. Same optional
+                 pattern as the log4j backend: consumers are not forced to pull the
+                 ~40MB of natives unless they use com.ebremer.beakgraph.huge; the
+                 shaded fat jars still package it. -->
+            <id>hdf5-backend-javacpp</id>
+            <activation>
+                <property>
+                    <name>!hdf5.ffm</name>
+                </property>
+            </activation>
+            <dependencies>
+                <dependency>
+                    <groupId>org.bytedeco</groupId>
+                    <artifactId>hdf5-platform</artifactId>
+                    <version>${hdf5.javacpp.version}</version>
+                    <optional>true</optional>
+                </dependency>
+            </dependencies>
+        </profile>
+        <profile>
+            <!-- OPT-IN (-Dhdf5.ffm): the HDF Group's own Java bindings for HDF5
+                 ${hdf5.ffm.version}, using the Java 25 FFM API (no JNI glue). Same
+                 hdf.hdf5lib.H5 API, so no BeakGraph code changes - any 2.x
+                 signature drift would surface only in NativeHdf5File.
+                 Two prerequisites, which is why this is not the default:
+                 1. GitHub Packages requires authentication even for public
+                    artifacts. Add to ~/.m2/settings.xml:
+                        <server>
+                          <id>github-hdfgroup</id>
+                          <username>YOUR_GITHUB_USERNAME</username>
+                          <password>PAT with read:packages scope</password>
+                        </server>
+                 2. The jars do NOT bundle the C library: a matching HDF5 2.1.x
+                    shared library must be installed and discoverable at runtime
+                    (PATH / LD_LIBRARY_PATH / DYLD_LIBRARY_PATH).
+                 The FFM API additionally needs the JVM flag
+                 - -enable-native-access=ALL-UNNAMED, which this build already
+                 passes (surefire argLine) and stamps into the jar manifests.
+                 Swap this profile to the JNI flavor by changing the artifactId to
+                 hdf5-java-jni. When the HDF Group publishes to Maven Central,
+                 drop the <repositories> block and consider making this the
+                 default backend. -->
+            <id>hdf5-backend-ffm</id>
+            <activation>
+                <property>
+                    <name>hdf5.ffm</name>
+                </property>
+            </activation>
+            <repositories>
+                <repository>
+                    <id>github-hdfgroup</id>
+                    <name>HDF Group GitHub Packages</name>
+                    <url>https://maven.pkg.github.com/HDFGroup/hdf5</url>
+                    <releases><enabled>true</enabled></releases>
+                    <snapshots><enabled>false</enabled></snapshots>
+                </repository>
+            </repositories>
+            <dependencies>
+                <dependency>
+                    <groupId>org.hdfgroup</groupId>
+                    <artifactId>hdf5-java-ffm</artifactId>
+                    <version>${hdf5.ffm.version}</version>
+                    <classifier>${hdf5.ffm.classifier}</classifier>
+                    <optional>true</optional>
+                </dependency>
+            </dependencies>
+        </profile>
+        <!-- OS detection for the FFM platform classifier; inert unless the
+             hdf5-backend-ffm profile is active. -->
+        <profile>
+            <id>hdf5-ffm-windows</id>
+            <activation>
+                <os><family>windows</family></os>
+            </activation>
+            <properties>
+                <hdf5.ffm.classifier>windows-x86_64</hdf5.ffm.classifier>
+            </properties>
+        </profile>
+        <profile>
+            <id>hdf5-ffm-linux</id>
+            <activation>
+                <os><name>linux</name><arch>amd64</arch></os>
+            </activation>
+            <properties>
+                <hdf5.ffm.classifier>linux-x86_64</hdf5.ffm.classifier>
+            </properties>
+        </profile>
+        <profile>
+            <id>hdf5-ffm-macos-intel</id>
+            <activation>
+                <os><family>mac</family><arch>x86_64</arch></os>
+            </activation>
+            <properties>
+                <hdf5.ffm.classifier>macos-x86_64</hdf5.ffm.classifier>
+            </properties>
+        </profile>
+        <profile>
+            <id>hdf5-ffm-macos-arm</id>
+            <activation>
+                <os><family>mac</family><arch>aarch64</arch></os>
+            </activation>
+            <properties>
+                <hdf5.ffm.classifier>macos-aarch64</hdf5.ffm.classifier>
+            </properties>
+        </profile>
     </profiles>
     <dependencies>
         <dependency>
@@ -455,6 +596,9 @@
             <artifactId>jhdf</artifactId>
             <version>${jhdf.version}</version>
         </dependency>
+        <!-- The native HDF5 backend for com.ebremer.beakgraph.huge is supplied by
+             one of the hdf5-backend-* profiles (JavaCPP by default, HDF Group FFM
+             with -Dhdf5.ffm) - see <profiles> below. -->
         <dependency>
             <groupId>org.jcommander</groupId>
             <artifactId>jcommander</artifactId>
diff --git a/src/main/java/com/ebremer/beakgraph/cmdline/BeakGraphCLI.java b/src/main/java/com/ebremer/beakgraph/cmdline/BeakGraphCLI.java
index 3f48763d..118c4944 100644
--- a/src/main/java/com/ebremer/beakgraph/cmdline/BeakGraphCLI.java
+++ b/src/main/java/com/ebremer/beakgraph/cmdline/BeakGraphCLI.java
@@ -5,6 +5,7 @@
 import com.ebremer.beakgraph.Params;
 import com.ebremer.beakgraph.core.fuseki.SPARQLEndPoint;
 import com.ebremer.beakgraph.hdf5.writers.HDF5Writer;
+import com.ebremer.beakgraph.huge.HugeHDF5Writer;
 import java.io.FileNotFoundException;
 import java.io.IOException;
 import java.nio.file.Files;
@@ -209,13 +210,31 @@ public Model call() {
                     return null;
                 }
                 dest.getParent().toFile().mkdirs();
-                HDF5Writer.Builder()
-                    .setSource(src.toFile())
-                    .setDestination(dest.toFile())
-                    .setSpatial(params.spatial)
-                    .setFeatures(params.features)
-                    .build()
-                    .write();
+                if (params.huge) {
+                    // Disk-based build: same output format, but sorting/indexing
+                    // spill to a workspace instead of the heap. Note the huge
+                    // writer needs the native HDF5 backend on the classpath (the
+                    // hdf5-backend-* profiles); with -threads N, N builds run
+                    // concurrently, each with its own workspace.
+                    HugeHDF5Writer.Builder builder = HugeHDF5Writer.Builder()
+                        .setSource(src.toFile())
+                        .setDestination(dest.toFile())
+                        .setSpatial(params.spatial)
+                        .setFeatures(params.features);
+                    if (params.workdir != null) {
+                        params.workdir.mkdirs();
+                        builder.setWorkDirectory(params.workdir.toPath());
+                    }
+                    builder.build().write();
+                } else {
+                    HDF5Writer.Builder()
+                        .setSource(src.toFile())
+                        .setDestination(dest.toFile())
+                        .setSpatial(params.spatial)
+                        .setFeatures(params.features)
+                        .build()
+                        .write();
+                }
             } catch (Exception ex) {
                 fc.incrementFailedConversionFileCount();
                 logger.error("Failed to convert {}", src, ex);
diff --git a/src/main/java/com/ebremer/beakgraph/cmdline/Parameters.java b/src/main/java/com/ebremer/beakgraph/cmdline/Parameters.java
index 6c180e49..71ddf798 100644
--- a/src/main/java/com/ebremer/beakgraph/cmdline/Parameters.java
+++ b/src/main/java/com/ebremer/beakgraph/cmdline/Parameters.java
@@ -27,9 +27,20 @@ public class Parameters {
     
     @Parameter(names = {"-spatial"}, converter = BooleanConverter.class)
     public boolean spatial = false;
-    
+
     @Parameter(names = {"-features"}, converter = BooleanConverter.class)
     public boolean features = false;
+
+    @Parameter(names = {"-huge"}, converter = BooleanConverter.class,
+            description = "Use the disk-based writer (com.ebremer.beakgraph.huge): sorts and "
+                        + "indexes on disk instead of RAM, for sources too large for the heap")
+    public boolean huge = false;
+
+    @Parameter(names = "-workdir",
+            description = "Workspace directory for -huge spill files; needs free space on the "
+                        + "order of a few times the uncompressed source (default: each "
+                        + "destination file's directory)", required = false)
+    public File workdir = null;
     
     @Parameter(names = {"-version","-v"}, converter = BooleanConverter.class)
     public boolean version = false;
diff --git a/src/main/java/com/ebremer/beakgraph/core/lib/VByte.java b/src/main/java/com/ebremer/beakgraph/core/lib/VByte.java
index d65fb031..54693764 100644
--- a/src/main/java/com/ebremer/beakgraph/core/lib/VByte.java
+++ b/src/main/java/com/ebremer/beakgraph/core/lib/VByte.java
@@ -1,15 +1,17 @@
 package com.ebremer.beakgraph.core.lib;
 
+import com.ebremer.beakgraph.io.RandomAccessBytes;
 import java.io.IOException;
 import java.io.OutputStream;
-import java.nio.ByteBuffer;
 
 /**
  * Variable-byte (VByte) encoding, trimmed to the two operations the
  * front-coded dictionaries actually use: streaming encode at write time and
  * position-independent decode at read time. The signed (zig-zag), byte-array
  * and position-mutating ByteBuffer variants that accumulated here had no
- * callers and were removed in the dead-code sweep.
+ * callers and were removed in the dead-code sweep. The decode side reads
+ * through {@link RandomAccessBytes} with long offsets (its only caller is
+ * FCDReader), so string buffers past 2 GiB decode without int truncation.
  */
 public class VByte {
 
@@ -35,20 +37,20 @@ public static int encode(OutputStream out, long value) throws IOException {
     }
 
     /**
-     * Decode an unsigned long from a ByteBuffer at an absolute offset, WITHOUT moving the
-     * buffer's position. This lets a single buffer be read by concurrent threads safely.
-     * @param buffer the buffer to read from
+     * Decode an unsigned long at an absolute offset. Absolute reads only, so a
+     * single backing region can be read by concurrent threads safely.
+     * @param bytes the region to read from
      * @param offset the absolute byte offset to start decoding at
      * @return value and nextOffset (the absolute position just past the encoded value)
      */
-    public static DecodeResult decodeAt(ByteBuffer buffer, int offset) {
+    public static DecodeResult decodeAt(RandomAccessBytes bytes, long offset) {
         long result = 0;
         int shift = 0;
-        int pos = offset;
+        long pos = offset;
         byte b;
         do {
             if (shift >= 64) throw new IllegalArgumentException("VByte sequence too long");
-            b = buffer.get(pos++);
+            b = bytes.get(pos++);
             result |= (long)(b & 0x7F) << shift;
             shift += 7;
         } while ((b & 0x80) == 0);
@@ -60,9 +62,9 @@ public static DecodeResult decodeAt(ByteBuffer buffer, int offset) {
      */
     public static class DecodeResult {
         public final long value;
-        public final int nextOffset;
+        public final long nextOffset;
 
-        public DecodeResult(long value, int nextOffset) {
+        public DecodeResult(long value, long nextOffset) {
             this.value = value;
             this.nextOffset = nextOffset;
         }
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/BitPackedUnSignedLongBuffer.java b/src/main/java/com/ebremer/beakgraph/hdf5/BitPackedUnSignedLongBuffer.java
index 0267c3c9..5b75add1 100644
--- a/src/main/java/com/ebremer/beakgraph/hdf5/BitPackedUnSignedLongBuffer.java
+++ b/src/main/java/com/ebremer/beakgraph/hdf5/BitPackedUnSignedLongBuffer.java
@@ -1,5 +1,7 @@
 package com.ebremer.beakgraph.hdf5;
 
+import com.ebremer.beakgraph.io.ByteBufferBytes;
+import com.ebremer.beakgraph.io.RandomAccessBytes;
 import com.ebremer.beakgraph.utils.UTIL;
 import io.jhdf.api.WritableDataset;
 import io.jhdf.api.WritableGroup;
@@ -16,58 +18,95 @@
 
 /**
  * A buffer that supports writing and reading bit-packed unsigned integers/longs.
+ *
+ * <p>All read paths go through {@link RandomAccessBytes} with long offsets, so
+ * a read view is no longer capped at 2 GiB by ByteBuffer's int indexing - the
+ * backing bytes may be a jHDF-mapped buffer, an FFM-mapped segment, or (for
+ * the write side after {@link #prepareForReading()}) the internally
+ * accumulated bytes.
  */
 public class BitPackedUnSignedLongBuffer {
     private ByteBuffer buffer;
+    private RandomAccessBytes data;
     private final int bitWidth;
-    
+
     // Writing State
     private long writeAccumulator;
     private int writeAccumulatorCount;
     private final boolean usesInternalStream;
     private ByteArrayOutputStream internalStream;
-    
+
     // Reading State (Sequential)
     private long readAccumulator;
     private int readAccumulatorCount;
-    
+    private long readPos;
+
     private final Path path;
     private long numEntries;
 
     public BitPackedUnSignedLongBuffer(Path path, ByteBuffer buffer, long numEntries, int bitWidth) {
         this.path = path;
-        // The pack/unpack accumulators (putValue/getValue/get/stream) hold a value together with its
-        // <=7-bit sub-byte offset in a single 64-bit long. That fits only for width <= 57 (7 + 57 = 64);
-        // width 64 is also safe because it is byte-aligned (offset always 0). Widths 58..63 would
-        // silently drop high bits on both read and write, so reject them up front rather than corrupt
-        // data. Unreachable in practice: width is MinBits(id count) and 57 bits already addresses
-        // > 1.4e17 ids.
-        boolean supported = (bitWidth >= 1 && bitWidth <= 57) || bitWidth == 64;
-        if (!supported) {
-            throw new IllegalArgumentException(
-                "Unsupported bit width: " + bitWidth + ". Supported: 1..57, or 64 (byte-aligned).");
-        }
+        checkWidth(bitWidth);
         this.bitWidth = bitWidth;
         if (buffer == null) {
             this.internalStream = new ByteArrayOutputStream();
             this.usesInternalStream = true;
-            this.buffer = ByteBuffer.allocate(0); 
+            this.buffer = ByteBuffer.allocate(0);
+            this.data = new ByteBufferBytes(this.buffer);
             this.numEntries = 0;
         } else {
             this.buffer = buffer;
             // Enforce Big Endian so getLong() matches the stream byte order
             this.buffer.order(ByteOrder.BIG_ENDIAN);
+            this.data = new ByteBufferBytes(this.buffer);
             this.usesInternalStream = false;
             this.numEntries = numEntries;
         }
         resetState();
     }
 
+    private BitPackedUnSignedLongBuffer(RandomAccessBytes data, long numEntries, int bitWidth) {
+        this.path = null;
+        checkWidth(bitWidth);
+        this.bitWidth = bitWidth;
+        this.buffer = null; // pure read view: the write-side API is unavailable
+        this.data = data;
+        this.usesInternalStream = false;
+        this.numEntries = numEntries;
+        resetState();
+    }
+
+    /**
+     * A read-only view over already-packed bytes. This is how the HDF5 readers
+     * construct buffers (via {@code DatasetBytes.of}); unlike the ByteBuffer
+     * constructor it carries no 2 GiB ceiling. A static factory rather than a
+     * constructor overload: the writers construct with a null ByteBuffer
+     * literal, which an overload would make ambiguous.
+     */
+    public static BitPackedUnSignedLongBuffer readView(RandomAccessBytes data, long numEntries, int bitWidth) {
+        return new BitPackedUnSignedLongBuffer(data, numEntries, bitWidth);
+    }
+
+    private static void checkWidth(int bitWidth) {
+        // The pack/unpack accumulators (putValue/getValue/get/stream) hold a value together with its
+        // <=7-bit sub-byte offset in a single 64-bit long. That fits only for width <= 57 (7 + 57 = 64);
+        // width 64 is also safe because it is byte-aligned (offset always 0). Widths 58..63 would
+        // silently drop high bits on both read and write, so reject them up front rather than corrupt
+        // data. Unreachable in practice: width is MinBits(id count) and 57 bits already addresses
+        // > 1.4e17 ids.
+        boolean supported = (bitWidth >= 1 && bitWidth <= 57) || bitWidth == 64;
+        if (!supported) {
+            throw new IllegalArgumentException(
+                "Unsupported bit width: " + bitWidth + ". Supported: 1..57, or 64 (byte-aligned).");
+        }
+    }
+
     private void resetState() {
         this.writeAccumulator = 0L;
         this.writeAccumulatorCount = 0;
         this.readAccumulator = 0L;
         this.readAccumulatorCount = 0;
+        this.readPos = 0L;
     }
 
     // --- QUERY METHODS ---
@@ -83,14 +122,12 @@ public long select1(long rank) {
         // so trailing padding / arena tail bytes can't inflate popcount and skew the rank.
         long fullWords = maxIndex / 64;
         long fullWordBytes = fullWords * 8;
-        int bufferLimit = buffer.limit();
-        int safeLimit = (int) Math.min(fullWordBytes, bufferLimit) - 8;
-        int bufferOffset = 0;
+        long safeLimit = Math.min(fullWordBytes, data.size()) - 8;
+        long bufferOffset = 0;
         long i = 0;
-        // FAST PATH: Iterate over full 64-bit words directly from buffer
-        // This eliminates the overhead of getWord64()
+        // FAST PATH: Iterate over full 64-bit words directly from the backing bytes
         while (bufferOffset <= safeLimit && i < maxIndex) {
-            long word = buffer.getLong(bufferOffset);
+            long word = data.getLong(bufferOffset);
             int pop = Long.bitCount(word);
             if (currentRank + pop >= rank) {
                 // The target bit is in this word.
@@ -106,7 +143,7 @@ public long select1(long rank) {
         for (; i < maxIndex; i += 64) {
              long word = getWord64SafeTail(i); // Use existing safe method for the edge
              int pop = Long.bitCount(word);
-             
+
              if (currentRank + pop >= rank) {
                 long needed = rank - currentRank;
                 long resultIndex = i + selectInWordSafe(word, needed);
@@ -116,7 +153,7 @@ public long select1(long rank) {
         }
         return -1;
     }
-    
+
     /**
      * Finds the index (0-63, from the MSB) of the k-th set bit in a word.
      * Delegates to the shared broadword implementation so this linear select1
@@ -150,23 +187,26 @@ public void writeLong(long value) {
         putValue(value & ((bitWidth == 64) ? -1L : (1L << bitWidth) - 1));
         numEntries++;
     }
-    
+
     public long getBitWidth() {
         return bitWidth;
     }
-    
+
     public long getNumEntries() {
         return numEntries;
     }
 
     private void putValue(long valToPack) {
+        if (buffer == null) {
+            throw new IllegalStateException("This buffer is a read view; the write API is unavailable");
+        }
         writeAccumulator = (writeAccumulator << bitWidth) | valToPack;
         writeAccumulatorCount += bitWidth;
 
         while (writeAccumulatorCount >= 8) {
             int shift = writeAccumulatorCount - 8;
             byte b = (byte) (writeAccumulator >>> shift);
-            
+
             if (usesInternalStream) {
                 internalStream.write(b);
             } else {
@@ -175,7 +215,7 @@ private void putValue(long valToPack) {
                 }
                 buffer.put(b);
             }
-            
+
             writeAccumulator &= (1L << shift) - 1;
             writeAccumulatorCount -= 8;
         }
@@ -184,7 +224,7 @@ private void putValue(long valToPack) {
     public void complete() {
         if (writeAccumulatorCount > 0) {
             byte b = (byte) (writeAccumulator << (8 - writeAccumulatorCount));
-            
+
             if (usesInternalStream) {
                 internalStream.write(b);
             } else {
@@ -204,8 +244,8 @@ public void complete() {
     public void prepareForReading() {
         complete();
         if (usesInternalStream) {
-            byte[] data = internalStream.toByteArray();
-            buffer = ByteBuffer.wrap(data);
+            byte[] bytes = internalStream.toByteArray();
+            buffer = ByteBuffer.wrap(bytes);
             // Enforce Big Endian for internal buffers too
             buffer.order(ByteOrder.BIG_ENDIAN);
         } else {
@@ -213,8 +253,11 @@ public void prepareForReading() {
             // Enforce Big Endian
             buffer.order(ByteOrder.BIG_ENDIAN);
         }
+        // Refresh the read view: the flip/wrap above changed the readable window.
+        data = new ByteBufferBytes(buffer);
         readAccumulator = 0L;
         readAccumulatorCount = 0;
+        readPos = 0L;
     }
 
     public long get(long index) {
@@ -222,16 +265,16 @@ public long get(long index) {
             throw new IndexOutOfBoundsException("Index " + index + " out of bounds [0, " + numEntries + ")");
         }
         long totalBitOffset = index * bitWidth;
-        int startByteIndex = Math.toIntExact(totalBitOffset / 8);
+        long startByteIndex = totalBitOffset / 8;
         int bitOffsetInFirstByte = (int) (totalBitOffset % 8);
         long acc = 0;
         int bitsCollected = 0;
-        int currentByteIndex = startByteIndex;
+        long currentByteIndex = startByteIndex;
         while (bitsCollected < bitOffsetInFirstByte + bitWidth) {
-            if (currentByteIndex >= buffer.limit()) {
+            if (currentByteIndex >= data.size()) {
                  throw new BufferUnderflowException();
             }
-            acc = (acc << 8) | (buffer.get(currentByteIndex) & 0xFFL);
+            acc = (acc << 8) | (data.get(currentByteIndex) & 0xFFL);
             currentByteIndex++;
             bitsCollected += 8;
         }
@@ -242,24 +285,24 @@ public long get(long index) {
     }
 
     public long getWord64(long bitIndex) {
-        int byteIndex = Math.toIntExact(bitIndex / 8);
+        long byteIndex = bitIndex / 8;
         int bitOffset = (int) (bitIndex % 8);
         if (bitIndex + 64 > numEntries) {
             return getWord64SafeTail(bitIndex);
         }
         long raw;
         try {
-            raw = buffer.getLong(byteIndex);
+            raw = data.getLong(byteIndex);
         } catch (IndexOutOfBoundsException | BufferUnderflowException e) {
             return getWord64SafeTail(bitIndex);
         }
         if (bitOffset == 0) {
             return raw;
         }
-        if (byteIndex + 8 >= buffer.limit()) {
+        if (byteIndex + 8 >= data.size()) {
              return getWord64SafeTail(bitIndex);
         }
-        long nextByte = buffer.get(byteIndex + 8) & 0xFFL;
+        long nextByte = data.get(byteIndex + 8) & 0xFFL;
         return (raw << bitOffset) | (nextByte >>> (8 - bitOffset));
     }
 
@@ -268,8 +311,8 @@ private long getWord64SafeTail(long bitIndex) {
         for (int i = 0; i < 64; i++) {
             acc <<= 1;
             long entryIdx = bitIndex + i;
-            if (entryIdx < numEntries) { 
-                acc |= get(entryIdx); 
+            if (entryIdx < numEntries) {
+                acc |= get(entryIdx);
             }
         }
         return acc;
@@ -278,22 +321,22 @@ private long getWord64SafeTail(long bitIndex) {
     public int get() {
         return (int) getValue();
     }
-    
+
     public long getLong() {
         return getValue();
     }
 
     private long getValue() {
         while (readAccumulatorCount < bitWidth) {
-            if (!buffer.hasRemaining()) {
+            if (readPos >= data.size()) {
                 throw new BufferUnderflowException();
             }
-            readAccumulator = (readAccumulator << 8) | (buffer.get() & 0xFFL);
+            readAccumulator = (readAccumulator << 8) | (data.get(readPos++) & 0xFFL);
             readAccumulatorCount += 8;
         }
         int shift = readAccumulatorCount - bitWidth;
         long value = readAccumulator >>> shift;
-        
+
         readAccumulator &= (1L << shift) - 1;
         readAccumulatorCount -= bitWidth;
         return value;
@@ -304,6 +347,9 @@ public Path getName() {
     }
 
     public void add(WritableGroup group) {
+        if (buffer == null) {
+            throw new IllegalStateException("This buffer is a read view; the write API is unavailable");
+        }
         ByteBuffer dup = buffer.duplicate();
         dup.rewind();
         byte[] data = new byte[dup.remaining()];
@@ -315,7 +361,7 @@ public void add(WritableGroup group) {
             ds.putAttribute("numEntries", numEntries);
         }
     }
-    
+
     public long binarySearch(long start, long end, long value) {
         long low = start;
         long high = end;
@@ -336,14 +382,14 @@ public long binarySearch(long start, long end, long value) {
         }
         return -(low + 1); // Value not found, returns insertion point
     }
-    
+
 /**
-     * Finds the first index in the range [start, end] where the value is 
+     * Finds the first index in the range [start, end] where the value is
      * greater than or equal to the target. (Unsigned)
      * @param start
      * @param end
      * @param value
-     * @return 
+     * @return
      */
     public long lowerBound(long start, long end, long value) {
         long low = start;
@@ -364,12 +410,12 @@ public long lowerBound(long start, long end, long value) {
     }
 
     /**
-     * Finds the last index in the range [start, end] where the value is 
+     * Finds the last index in the range [start, end] where the value is
      * less than or equal to the target. (Unsigned)
      * @param start
      * @param end
      * @param value
-     * @return 
+     * @return
      */
     public long upperBound(long start, long end, long value) {
         long low = start;
@@ -388,41 +434,32 @@ public long upperBound(long start, long end, long value) {
         }
         return result;
     }
-    
+
     /**
      * Returns a sequential LongStream of all entries in the buffer.
-     * Note: This method duplicates the underlying buffer to ensure the stream 
-     * doesn't interfere with the current read position of the buffer.
-     * @return 
+     * Note: the stream reads through the shared read view with its own cursor,
+     * so it never disturbs this buffer's sequential read position.
+     * @return
      */
     public LongStream stream() {
-        // Ensure the buffer is ready for reading (flipped, etc)
-        // If the user hasn't called prepareForReading, you might want to call it here,
-        // but typically it's safer to assume the object is in a read-state.
-        
-        ByteBuffer readOnlyCopy = buffer.duplicate();
-        readOnlyCopy.order(ByteOrder.BIG_ENDIAN);
-        // Rewind so the stream reads from byte 0 regardless of the live buffer's current
-        // position (e.g. if sequential getValue()/getLong() calls have advanced it).
-        readOnlyCopy.rewind();
-        // If we are using an internal stream and haven't 'prepared' yet,
-        // this stream will be empty. Usually, complete() should be called first.
-
-        return StreamSupport.longStream(new BitPackedSpliterator(readOnlyCopy, numEntries, bitWidth), false);
+        return StreamSupport.longStream(new BitPackedSpliterator(data, numEntries, bitWidth), false);
     }
 
     private static class BitPackedSpliterator extends Spliterators.AbstractLongSpliterator {
-        private final ByteBuffer localBuf;
+        private final RandomAccessBytes bytes;
+        private final long byteSize;
         private final int bitWidth;
         private final long totalEntries;
         private long entriesRead = 0;
-        
+        private long pos = 0;
+
         private long acc = 0L;
         private int accCount = 0;
 
-        BitPackedSpliterator(ByteBuffer buffer, long totalEntries, int bitWidth) {
+        BitPackedSpliterator(RandomAccessBytes bytes, long totalEntries, int bitWidth) {
             super(totalEntries, Spliterator.IMMUTABLE | Spliterator.ORDERED | Spliterator.SIZED | Spliterator.NONNULL);
-            this.localBuf = buffer;
+            this.bytes = bytes;
+            this.byteSize = bytes.size();
             this.totalEntries = totalEntries;
             this.bitWidth = bitWidth;
         }
@@ -434,23 +471,23 @@ public boolean tryAdvance(java.util.function.LongConsumer action) {
             }
 
             while (accCount < bitWidth) {
-                if (!localBuf.hasRemaining()) {
+                if (pos >= byteSize) {
                     // A buffer too short for its declared entry count is corrupt.
                     // Fail loudly like the sequential reader does - the old break
                     // left accCount < bitWidth, making the shift below negative
                     // (mod-64) and emitting silent garbage values.
                     throw new BufferUnderflowException();
                 }
-                acc = (acc << 8) | (localBuf.get() & 0xFFL);
+                acc = (acc << 8) | (bytes.get(pos++) & 0xFFL);
                 accCount += 8;
             }
 
             int shift = accCount - bitWidth;
             long value = acc >>> shift;
-            
+
             acc &= (1L << shift) - 1;
             accCount -= bitWidth;
-            
+
             action.accept(value);
             entriesRead++;
             return true;
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/readers/FCDReader.java b/src/main/java/com/ebremer/beakgraph/hdf5/readers/FCDReader.java
index 447946b5..e25bb3fb 100644
--- a/src/main/java/com/ebremer/beakgraph/hdf5/readers/FCDReader.java
+++ b/src/main/java/com/ebremer/beakgraph/hdf5/readers/FCDReader.java
@@ -2,23 +2,24 @@
 
 import com.ebremer.beakgraph.core.lib.VByte;
 import com.ebremer.beakgraph.hdf5.BitPackedUnSignedLongBuffer;
+import com.ebremer.beakgraph.io.DatasetBytes;
+import com.ebremer.beakgraph.io.RandomAccessBytes;
 import com.ebremer.beakgraph.utils.StringUtils;
 import io.jhdf.api.Group;
 import io.jhdf.api.dataset.ContiguousDataset;
-import java.nio.ByteBuffer;
-import java.nio.ByteOrder;
 import java.nio.charset.StandardCharsets;
 
 /**
  * Reader for a front-coded string dictionary.
  * <p>
- * Safe for concurrent reads: it never mutates the shared {@code stringbuffer}'s position
- * (every read is absolute, threaded through a local cursor), and the Zstd decompressor -
- * which airlift does not allow sharing across threads - is held per thread.
+ * Safe for concurrent reads: it never shares mutable position state (every read
+ * is absolute through {@link RandomAccessBytes}, with long offsets - so string
+ * buffers past 2 GiB are addressable), and the Zstd decompressor - which
+ * airlift does not allow sharing across threads - is held per thread.
  */
 public class FCDReader {
-    private final ByteBuffer buffer;
-    private final ByteBuffer offsets;
+    private final RandomAccessBytes buffer;
+    private final RandomAccessBytes offsets;
     private final BitPackedUnSignedLongBuffer compressed;
     private final long blockSize;
     private final long numEntries;
@@ -29,10 +30,10 @@ public FCDReader(Group strings) {
         ContiguousDataset stringbuffer = (ContiguousDataset) strings.getChild("stringbuffer");
         ContiguousDataset off = (ContiguousDataset) strings.getChild("offsets");
         ContiguousDataset xcompressed = (ContiguousDataset) strings.getChild("compressed");
-        this.buffer = stringbuffer.getBuffer();
-        this.offsets = off.getBuffer().order(ByteOrder.BIG_ENDIAN);
-        this.compressed = new BitPackedUnSignedLongBuffer(
-            null, xcompressed.getBuffer(),
+        this.buffer = DatasetBytes.of(stringbuffer);
+        this.offsets = DatasetBytes.of(off);
+        this.compressed = BitPackedUnSignedLongBuffer.readView(
+            DatasetBytes.of(xcompressed),
             (long) xcompressed.getAttribute("numEntries").getData(),
             (int) xcompressed.getAttribute("width").getData()
         );
@@ -42,18 +43,18 @@ public FCDReader(Group strings) {
     }
 
     /** A decoded fragment plus the absolute position just past it. */
-    private record Fragment(String value, int nextPos) {}
+    private record Fragment(String value, long nextPos) {}
 
     /**
      * Reads the length-prefixed fragment that starts at absolute byte position {@code pos}.
-     * Uses absolute reads only, so it does not disturb the shared buffer's position.
+     * Absolute reads only, so concurrent readers never disturb each other.
      */
-    private Fragment readFragment(int pos, int entryIndex) {
+    private Fragment readFragment(long pos, long entryIndex) {
         VByte.DecodeResult lenR = VByte.decodeAt(buffer, pos);
         int dataLen = (int) lenR.value;
-        int p = lenR.nextOffset;
+        long p = lenR.nextOffset;
         byte[] data = new byte[dataLen];
-        buffer.get(p, data); // absolute bulk read; does not move the buffer position
+        buffer.get(p, data, 0, dataLen); // absolute bulk read
         p += dataLen;
         boolean isCompressed = compressed.get(entryIndex) == 1;
         String value = isCompressed ? su.get().decompress(data) : new String(data, StandardCharsets.UTF_8);
@@ -64,10 +65,10 @@ public String get(long n) {
         if (n < 0 || n >= numEntries) throw new IndexOutOfBoundsException();
 
         long block = n / blockSize;
-        int pos = (int) offsets.getLong((int) block * 8);
+        long pos = offsets.getLong(block * 8L);
 
         // The first string in the block is always at index (block * blockSize).
-        Fragment frag = readFragment(pos, (int) (block * blockSize));
+        Fragment frag = readFragment(pos, block * blockSize);
         String current = frag.value();
         pos = frag.nextPos();
 
@@ -77,7 +78,7 @@ public String get(long n) {
             int prefixLen = (int) pl.value;
             pos = pl.nextOffset;
             // Suffix fragment is at index (block * blockSize + i).
-            Fragment suffix = readFragment(pos, (int) (block * blockSize + i));
+            Fragment suffix = readFragment(pos, block * blockSize + i);
             current = current.substring(0, prefixLen) + suffix.value();
             pos = suffix.nextPos();
         }
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/readers/IndexReader.java b/src/main/java/com/ebremer/beakgraph/hdf5/readers/IndexReader.java
index e34bd4c8..ffe00527 100644
--- a/src/main/java/com/ebremer/beakgraph/hdf5/readers/IndexReader.java
+++ b/src/main/java/com/ebremer/beakgraph/hdf5/readers/IndexReader.java
@@ -3,6 +3,7 @@
 import com.ebremer.beakgraph.Params;
 import com.ebremer.beakgraph.hdf5.BitPackedUnSignedLongBuffer;
 import com.ebremer.beakgraph.hdf5.Index;
+import com.ebremer.beakgraph.io.DatasetBytes;
 import com.ebremer.beakgraph.utils.HDTBitmapDirectory;
 import io.jhdf.api.Group;
 import io.jhdf.api.dataset.ContiguousDataset;
@@ -57,7 +58,7 @@ private BitPackedUnSignedLongBuffer loadBuffer(Group index, String name) {
         if (ds == null) return null;
         long num = (Long) ds.getAttribute("numEntries").getData();
         int width = (Integer) ds.getAttribute("width").getData();
-        return new BitPackedUnSignedLongBuffer(null, ds.getBuffer(), num, width);
+        return BitPackedUnSignedLongBuffer.readView(DatasetBytes.of(ds), num, width);
     }
     
     public HDTBitmapDirectory getDirectory(char component) {
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/readers/MultiTypeDictionaryReader.java b/src/main/java/com/ebremer/beakgraph/hdf5/readers/MultiTypeDictionaryReader.java
index 7ede81f8..e11fab58 100644
--- a/src/main/java/com/ebremer/beakgraph/hdf5/readers/MultiTypeDictionaryReader.java
+++ b/src/main/java/com/ebremer/beakgraph/hdf5/readers/MultiTypeDictionaryReader.java
@@ -4,10 +4,10 @@
 import com.ebremer.beakgraph.core.lib.DataType;
 import com.ebremer.beakgraph.core.lib.NodeComparator;
 import com.ebremer.beakgraph.hdf5.BitPackedUnSignedLongBuffer;
+import com.ebremer.beakgraph.io.DatasetBytes;
+import com.ebremer.beakgraph.io.RandomAccessBytes;
 import io.jhdf.api.Group;
 import io.jhdf.api.dataset.ContiguousDataset;
-import java.nio.ByteBuffer;
-import java.nio.ByteOrder;
 import java.util.Arrays;
 import java.util.Optional;
 import java.util.stream.LongStream;
@@ -25,8 +25,8 @@ public class MultiTypeDictionaryReader extends AbstractDictionary {
     private final BitPackedUnSignedLongBuffer longs;
     private final BitPackedUnSignedLongBuffer datatype;
     private final BitPackedUnSignedLongBuffer typedLiterals;
-    private final ByteBuffer floats;
-    private final ByteBuffer doubles;
+    private final RandomAccessBytes floats;
+    private final RandomAccessBytes doubles;
     private final FCDReader iri;
     private final FCDReader strings;
     private final FCDReader typedLiteralsDictionary;
@@ -52,22 +52,22 @@ public MultiTypeDictionaryReader(Group d) {
         this.name = d.getName();
         ContiguousDataset offsetsDS = (ContiguousDataset) d.getDatasetByPath("offsets");
         this.numEntries = (Long) offsetsDS.getAttribute("numEntries").getData();
-        this.offsets = new BitPackedUnSignedLongBuffer(null, offsetsDS.getBuffer(), numEntries, (Integer) offsetsDS.getAttribute("width").getData());
+        this.offsets = BitPackedUnSignedLongBuffer.readView(DatasetBytes.of(offsetsDS), numEntries, (Integer) offsetsDS.getAttribute("width").getData());
 
         ContiguousDataset datatypeDS = (ContiguousDataset) d.getDatasetByPath("datatypes");
-        this.datatype = new BitPackedUnSignedLongBuffer(null, datatypeDS.getBuffer(), (Long) datatypeDS.getAttribute("numEntries").getData(), (Integer) datatypeDS.getAttribute("width").getData());
+        this.datatype = BitPackedUnSignedLongBuffer.readView(DatasetBytes.of(datatypeDS), (Long) datatypeDS.getAttribute("numEntries").getData(), (Integer) datatypeDS.getAttribute("width").getData());
 
         ContiguousDataset typedLiteralsDS = (ContiguousDataset) d.getChild("typedLiterals");
-        this.typedLiterals = (typedLiteralsDS != null) ? new BitPackedUnSignedLongBuffer(null, typedLiteralsDS.getBuffer(), (Long) typedLiteralsDS.getAttribute("numEntries").getData(), (Integer) typedLiteralsDS.getAttribute("width").getData()) : null;
+        this.typedLiterals = (typedLiteralsDS != null) ? BitPackedUnSignedLongBuffer.readView(DatasetBytes.of(typedLiteralsDS), (Long) typedLiteralsDS.getAttribute("numEntries").getData(), (Integer) typedLiteralsDS.getAttribute("width").getData()) : null;
 
-        this.doubles = getDataSet(d, "doubles").map(ds -> ds.getBuffer().order(ByteOrder.BIG_ENDIAN)).orElse(null);
-        this.floats = getDataSet(d, "floats").map(ds -> ds.getBuffer().order(ByteOrder.BIG_ENDIAN)).orElse(null);
+        this.doubles = getDataSet(d, "doubles").map(DatasetBytes::of).orElse(null);
+        this.floats = getDataSet(d, "floats").map(DatasetBytes::of).orElse(null);
 
         this.integers = getDataSet(d, "integers").map(ds ->
-            new BitPackedUnSignedLongBuffer(null, ds.getBuffer(), (Long) ds.getAttribute("numEntries").getData(), (Integer) ds.getAttribute("width").getData())).orElse(null);
+            BitPackedUnSignedLongBuffer.readView(DatasetBytes.of(ds), (Long) ds.getAttribute("numEntries").getData(), (Integer) ds.getAttribute("width").getData())).orElse(null);
 
         this.longs = getDataSet(d, "longs").map(ds ->
-            new BitPackedUnSignedLongBuffer(null, ds.getBuffer(), (Long) ds.getAttribute("numEntries").getData(), (Integer) ds.getAttribute("width").getData())).orElse(null);
+            BitPackedUnSignedLongBuffer.readView(DatasetBytes.of(ds), (Long) ds.getAttribute("numEntries").getData(), (Integer) ds.getAttribute("width").getData())).orElse(null);
 
         Group stringsG = (Group) d.getChild("strings");
         this.strings = (stringsG != null) ? new FCDReader(stringsG) : null;
@@ -81,7 +81,7 @@ public MultiTypeDictionaryReader(Group d) {
         Group langsG = (Group) d.getChild("langs");
         this.langs = (langsG != null) ? new FCDReader(langsG) : null;
         ContiguousDataset langTagsDS = (ContiguousDataset) d.getChild("langTags");
-        this.langTags = (langTagsDS != null) ? new BitPackedUnSignedLongBuffer(null, langTagsDS.getBuffer(), (Long) langTagsDS.getAttribute("numEntries").getData(), (Integer) langTagsDS.getAttribute("width").getData()) : null;
+        this.langTags = (langTagsDS != null) ? BitPackedUnSignedLongBuffer.readView(DatasetBytes.of(langTagsDS), (Long) langTagsDS.getAttribute("numEntries").getData(), (Integer) langTagsDS.getAttribute("width").getData()) : null;
     }
 
     private TieredIndex tieredIndex() {
@@ -130,8 +130,8 @@ public Node extract(long id) {
         Node na = switch (dt) {
             case INTEGER -> NodeFactory.createLiteralByValue((int) integers.get(off));
             case LONG -> NodeFactory.createLiteralByValue(longs.get(off));
-            case FLOAT -> NodeFactory.createLiteralByValue(floats.getFloat(Math.toIntExact(off * Float.BYTES)));
-            case DOUBLE -> NodeFactory.createLiteralByValue(doubles.getDouble(Math.toIntExact(off * Double.BYTES)));
+            case FLOAT -> NodeFactory.createLiteralByValue(floats.getFloat(off * Float.BYTES));
+            case DOUBLE -> NodeFactory.createLiteralByValue(doubles.getDouble(off * Double.BYTES));
             case STRING -> {
                 // A language tag takes precedence: rdf:langString is reconstructed
                 // as a lang-tagged literal (term-exact per RDF semantics).
diff --git a/src/main/java/com/ebremer/beakgraph/hdf5/readers/PositionalDictionaryReader.java b/src/main/java/com/ebremer/beakgraph/hdf5/readers/PositionalDictionaryReader.java
index 21fc6a30..2599d286 100644
--- a/src/main/java/com/ebremer/beakgraph/hdf5/readers/PositionalDictionaryReader.java
+++ b/src/main/java/com/ebremer/beakgraph/hdf5/readers/PositionalDictionaryReader.java
@@ -3,6 +3,7 @@
 import com.ebremer.beakgraph.core.GSPODictionary;
 import com.ebremer.beakgraph.core.Dictionary;
 import com.ebremer.beakgraph.hdf5.BitPackedUnSignedLongBuffer;
+import com.ebremer.beakgraph.io.DatasetBytes;
 import io.jhdf.api.Group;
 import io.jhdf.api.dataset.ContiguousDataset;
 import java.util.Optional;
@@ -38,11 +39,11 @@ public PositionalDictionaryReader(Group dictionary) {
         this.maxEntityId = (entities != null) ? entities.getNumberOfNodes() : 0;
         
         this.graphs = getDataSet(dictionary, "graphs").map(ds ->
-            new BitPackedUnSignedLongBuffer(null, ds.getBuffer(), (Long) ds.getAttribute("numEntries").getData(), (Integer) ds.getAttribute("width").getData())).orElse(null);
+            BitPackedUnSignedLongBuffer.readView(DatasetBytes.of(ds), (Long) ds.getAttribute("numEntries").getData(), (Integer) ds.getAttribute("width").getData())).orElse(null);
         this.subjects = getDataSet(dictionary, "subjects").map(ds ->
-            new BitPackedUnSignedLongBuffer(null, ds.getBuffer(), (Long) ds.getAttribute("numEntries").getData(), (Integer) ds.getAttribute("width").getData())).orElse(null);
+            BitPackedUnSignedLongBuffer.readView(DatasetBytes.of(ds), (Long) ds.getAttribute("numEntries").getData(), (Integer) ds.getAttribute("width").getData())).orElse(null);
         this.objects = getDataSet(dictionary, "objects").map(ds ->
-            new BitPackedUnSignedLongBuffer(null, ds.getBuffer(), (Long) ds.getAttribute("numEntries").getData(), (Integer) ds.getAttribute("width").getData())).orElse(null);
+            BitPackedUnSignedLongBuffer.readView(DatasetBytes.of(ds), (Long) ds.getAttribute("numEntries").getData(), (Integer) ds.getAttribute("width").getData())).orElse(null);
         this.objectsDict = makeObjectsDictionary();
     }
     
diff --git a/src/main/java/com/ebremer/beakgraph/huge/ExternalSorter.java b/src/main/java/com/ebremer/beakgraph/huge/ExternalSorter.java
new file mode 100644
index 00000000..829bd96e
--- /dev/null
+++ b/src/main/java/com/ebremer/beakgraph/huge/ExternalSorter.java
@@ -0,0 +1,254 @@
+package com.ebremer.beakgraph.huge;
+
+import java.io.BufferedInputStream;
+import java.io.BufferedOutputStream;
+import java.io.DataInput;
+import java.io.DataInputStream;
+import java.io.DataOutput;
+import java.io.DataOutputStream;
+import java.io.EOFException;
+import java.io.IOException;
+import java.io.UncheckedIOException;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.Comparator;
+import java.util.Iterator;
+import java.util.List;
+import java.util.NoSuchElementException;
+import java.util.PriorityQueue;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+/**
+ * External merge sort over records of type {@code T}: records are buffered in
+ * RAM, sorted and spilled as runs to temp files when the buffer fills, and the
+ * runs are k-way merged (multi-level when there are more runs than the fan-in)
+ * into one sorted stream. This is what lets the huge writer sort node and quad
+ * populations far larger than the heap - the RAM writer's
+ * {@code Arrays.parallelSort} over all quads is the size ceiling this removes.
+ *
+ * <p>Single-consumer: {@link #sorted()} may be called once. Duplicate records
+ * are preserved (callers dedup while streaming, exactly like the RAM writers
+ * dedup after sorting).
+ *
+ * @author Erich Bremer
+ */
+final class ExternalSorter<T> implements AutoCloseable {
+
+    private static final Logger logger = LoggerFactory.getLogger(ExternalSorter.class);
+
+    /** Serializes records for spill runs. {@code read} throws {@link EOFException} at run end. */
+    interface Codec<T> {
+        void write(DataOutput out, T record) throws IOException;
+
+        T read(DataInput in) throws IOException;
+    }
+
+    /** A sorted record stream that owns temp files; must be closed. */
+    interface SortedStream<T> extends Iterator<T>, AutoCloseable {
+        @Override
+        void close();
+    }
+
+    private final Path workDir;
+    private final String tag;
+    private final Codec<T> codec;
+    private final Comparator<? super T> comparator;
+    private final int maxRecordsInMemory;
+    private final int mergeFanIn;
+    private ArrayList<T> buffer = new ArrayList<>();
+    private final List<Path> runs = new ArrayList<>();
+    private long size = 0;
+    private int runCounter = 0;
+    private boolean consumed = false;
+
+    ExternalSorter(Path workDir, String tag, Codec<T> codec, Comparator<? super T> comparator,
+                   int maxRecordsInMemory, int mergeFanIn) {
+        if (maxRecordsInMemory < 1 || mergeFanIn < 2) {
+            throw new IllegalArgumentException("maxRecordsInMemory >= 1 and mergeFanIn >= 2 required");
+        }
+        this.workDir = workDir;
+        this.tag = tag;
+        this.codec = codec;
+        this.comparator = comparator;
+        this.maxRecordsInMemory = maxRecordsInMemory;
+        this.mergeFanIn = mergeFanIn;
+    }
+
+    void add(T record) throws IOException {
+        if (consumed) {
+            throw new IllegalStateException("Sorter '" + tag + "' already consumed");
+        }
+        buffer.add(record);
+        size++;
+        if (buffer.size() >= maxRecordsInMemory) {
+            spillRun();
+        }
+    }
+
+    /** Total records added. */
+    long size() {
+        return size;
+    }
+
+    @SuppressWarnings("unchecked")
+    private T[] sortedBufferArray() {
+        Object[] arr = buffer.toArray();
+        // parallelSort: the comparator (NodeComparator for term records) is the
+        // dominant cost of a run; use the cores exactly like the RAM writer does.
+        Arrays.parallelSort(arr, (Comparator<Object>) comparator);
+        return (T[]) arr;
+    }
+
+    private void spillRun() throws IOException {
+        if (buffer.isEmpty()) return;
+        T[] arr = sortedBufferArray();
+        Path run = workDir.resolve(tag + ".run" + (runCounter++));
+        try (DataOutputStream out = new DataOutputStream(
+                new BufferedOutputStream(Files.newOutputStream(run), 1 << 16))) {
+            for (T rec : arr) {
+                codec.write(out, rec);
+            }
+        }
+        runs.add(run);
+        logger.debug("Sorter '{}': spilled run {} ({} records)", tag, run.getFileName(), arr.length);
+        buffer = new ArrayList<>();
+    }
+
+    /**
+     * Finishes ingestion and returns the fully sorted stream. All-in-RAM inputs
+     * (no spilled run) sort and iterate without touching disk.
+     */
+    SortedStream<T> sorted() throws IOException {
+        if (consumed) {
+            throw new IllegalStateException("Sorter '" + tag + "' already consumed");
+        }
+        consumed = true;
+        if (runs.isEmpty()) {
+            T[] arr = sortedBufferArray();
+            buffer = new ArrayList<>();
+            Iterator<T> it = Arrays.asList(arr).iterator();
+            return new SortedStream<T>() {
+                @Override public boolean hasNext() { return it.hasNext(); }
+                @Override public T next() { return it.next(); }
+                @Override public void close() {}
+            };
+        }
+        spillRun();
+        // Multi-level merge: collapse groups of fan-in runs until one merge pass
+        // can stream them all.
+        while (runs.size() > mergeFanIn) {
+            List<Path> group = new ArrayList<>(runs.subList(0, mergeFanIn));
+            runs.subList(0, mergeFanIn).clear();
+            Path merged = workDir.resolve(tag + ".run" + (runCounter++));
+            logger.debug("Sorter '{}': intermediate merge of {} runs", tag, group.size());
+            try (MergeIterator mergeIt = new MergeIterator(group);
+                 DataOutputStream out = new DataOutputStream(
+                         new BufferedOutputStream(Files.newOutputStream(merged), 1 << 16))) {
+                while (mergeIt.hasNext()) {
+                    codec.write(out, mergeIt.next());
+                }
+            }
+            runs.add(merged);
+        }
+        List<Path> finalRuns = new ArrayList<>(runs);
+        runs.clear();
+        return new MergeIterator(finalRuns);
+    }
+
+    @Override
+    public void close() {
+        buffer = new ArrayList<>();
+        for (Path run : runs) {
+            try {
+                Files.deleteIfExists(run);
+            } catch (IOException e) {
+                logger.warn("Failed to delete spill run {}", run, e);
+            }
+        }
+        runs.clear();
+    }
+
+    private final class RunReader {
+        final Path path;
+        final DataInputStream in;
+        T head;
+
+        RunReader(Path path) throws IOException {
+            this.path = path;
+            this.in = new DataInputStream(new BufferedInputStream(Files.newInputStream(path), 1 << 16));
+        }
+
+        /** Loads the next record into {@code head}; false (and cleanup) at run end. */
+        boolean advance() throws IOException {
+            try {
+                head = codec.read(in);
+                return true;
+            } catch (EOFException eof) {
+                head = null;
+                closeAndDelete();
+                return false;
+            }
+        }
+
+        void closeAndDelete() {
+            try { in.close(); } catch (IOException ignored) {}
+            try { Files.deleteIfExists(path); } catch (IOException ignored) {}
+        }
+    }
+
+    private final class MergeIterator implements SortedStream<T> {
+        private final PriorityQueue<RunReader> heap;
+        private final List<RunReader> readers = new ArrayList<>();
+
+        MergeIterator(List<Path> runPaths) throws IOException {
+            this.heap = new PriorityQueue<>(Math.max(2, runPaths.size()),
+                    (a, b) -> comparator.compare(a.head, b.head));
+            try {
+                for (Path p : runPaths) {
+                    RunReader r = new RunReader(p);
+                    readers.add(r);
+                    if (r.advance()) {
+                        heap.add(r);
+                    }
+                }
+            } catch (IOException e) {
+                close();
+                throw e;
+            }
+        }
+
+        @Override
+        public boolean hasNext() {
+            return !heap.isEmpty();
+        }
+
+        @Override
+        public T next() {
+            RunReader r = heap.poll();
+            if (r == null) {
+                throw new NoSuchElementException();
+            }
+            T result = r.head;
+            try {
+                if (r.advance()) {
+                    heap.add(r);
+                }
+            } catch (IOException e) {
+                close();
+                throw new UncheckedIOException("Merge failed for sorter '" + tag + "'", e);
+            }
+            return result;
+        }
+
+        @Override
+        public void close() {
+            for (RunReader r : readers) {
+                r.closeAndDelete();
+            }
+            heap.clear();
+        }
+    }
+}
diff --git a/src/main/java/com/ebremer/beakgraph/huge/HugeBuildPipeline.java b/src/main/java/com/ebremer/beakgraph/huge/HugeBuildPipeline.java
new file mode 100644
index 00000000..5c8bfdc1
--- /dev/null
+++ b/src/main/java/com/ebremer/beakgraph/huge/HugeBuildPipeline.java
@@ -0,0 +1,763 @@
+package com.ebremer.beakgraph.huge;
+
+import com.ebremer.beakgraph.Params;
+import com.ebremer.beakgraph.core.fuseki.BGVoIDSD;
+import com.ebremer.beakgraph.core.lib.NodeComparator;
+import com.ebremer.beakgraph.core.lib.Stats;
+import com.ebremer.beakgraph.hdf5.Index;
+import com.ebremer.beakgraph.hdf5.Types;
+import com.ebremer.beakgraph.huge.HugeRecords.IdQuad;
+import com.ebremer.beakgraph.huge.HugeRecords.RowId;
+import com.ebremer.beakgraph.huge.HugeRecords.TermRow;
+import static com.ebremer.beakgraph.utils.UTIL.MinBits;
+import com.ebremer.ns.GEO;
+import java.io.File;
+import java.io.FileInputStream;
+import java.io.IOException;
+import java.io.InputStream;
+import java.io.UncheckedIOException;
+import java.nio.file.Path;
+import java.util.ArrayDeque;
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.Comparator;
+import java.util.HashMap;
+import java.util.Iterator;
+import java.util.List;
+import java.util.NoSuchElementException;
+import java.util.PriorityQueue;
+import java.util.Set;
+import java.util.TreeSet;
+import java.util.concurrent.ExecutionException;
+import java.util.concurrent.ExecutorService;
+import java.util.concurrent.Executors;
+import java.util.concurrent.Future;
+import java.util.zip.GZIPInputStream;
+import org.apache.jena.graph.Node;
+import org.apache.jena.graph.NodeFactory;
+import org.apache.jena.graph.Triple;
+import org.apache.jena.irix.IRIx;
+import org.apache.jena.riot.Lang;
+import org.apache.jena.riot.RDFLanguages;
+import org.apache.jena.riot.lang.LabelToNode;
+import org.apache.jena.riot.system.AsyncParser;
+import org.apache.jena.riot.system.AsyncParserBuilder;
+import org.apache.jena.sparql.core.Quad;
+import org.apache.jena.vocabulary.RDF;
+import org.apache.jena.vocabulary.XSD;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+/**
+ * The disk-based BeakGraph build: parse once, spill per-column (term, row)
+ * records, external-sort them, derive the dictionaries by merge-dedup, assign
+ * ids by sort-merge join (no random lookups), zip the id columns into encoded
+ * quads, external-sort those twice for the GSPO/GPOS indexes, and stream every
+ * buffer into the HDF5 file. RAM stays bounded by the sorter batch sizes plus
+ * the small in-memory populations (predicates, datatypes, language tags, VoID
+ * statistics) regardless of quad count.
+ *
+ * <p>Quad-level transforms (default-graph rewrite, relative-IRI handling,
+ * numeric canonicalization, spatial/feature augmentation, VoID metadata) mirror
+ * {@link com.ebremer.beakgraph.hdf5.writers.PositionalDictionaryWriterBuilder}.
+ * The ONE deliberate divergence: blank nodes are NOT relabelled to
+ * first-appearance b%020d form (that map is unbounded RAM). Labels only order
+ * bnodes among themselves - the format stores bnodes by dictionary rank and
+ * readers regenerate labels from ids - so the output is isomorphic, not
+ * byte-identical, to the RAM writer's.
+ *
+ * @author Erich Bremer
+ */
+final class HugeBuildPipeline implements AutoCloseable {
+
+    private static final Logger logger = LoggerFactory.getLogger(HugeBuildPipeline.class);
+
+    // Same sentinel base as the RAM builder: relative references resolve against
+    // it during parsing and are stripped back to relative form for storage.
+    private static final String REL_BASE = "http://beakgraph.invalid/document";
+    private static final String REL_BASE_PREFIX = "http://beakgraph.invalid/";
+    private static final IRIx REL_BASE_IRIX = IRIx.create(REL_BASE);
+
+    private final File src;
+    private final boolean spatial;
+    private final boolean features;
+    private final Path workDir;
+    private final int mergeFanIn;
+
+    // ---- Pass A state ----
+    private final Stats stats = new Stats();
+    private final TreeSet<String> dataTypes = new TreeSet<>();
+    private final TreeSet<String> langSet = new TreeSet<>();
+    // Predicates are the one population kept in RAM (real-world predicate counts
+    // are tiny next to entities/literals); they get temp ids during the parse
+    // and final rank ids once the set is complete.
+    private final HashMap<Node, Long> predTempIds = new HashMap<>();
+    private final ArrayList<Node> predByTempId = new ArrayList<>();
+    private final BGVoIDSD xvoid = new BGVoIDSD("https://ebremer.com/void/");
+    private ExternalSorter<TermRow> gSorter;
+    private ExternalSorter<TermRow> sSorter;
+    private ExternalSorter<TermRow> oSorter;
+    private RecordFile<Long> pTempFile;
+    private final int idSpillBatch;
+    private long rows = 0;
+    private long parsedQuads = 0;
+
+    // ---- Build products (owned; released in close()) ----
+    private final List<AutoCloseable> resources = new ArrayList<>();
+
+    HugeBuildPipeline(File src, boolean spatial, boolean features, Path workDir,
+                      int termSpillBatch, int idSpillBatch, int mergeFanIn) {
+        this.src = src;
+        this.spatial = spatial;
+        this.features = features;
+        this.workDir = workDir;
+        this.mergeFanIn = mergeFanIn;
+        this.gSorter = track(new ExternalSorter<>(workDir, "gcol", HugeRecords.TERM_ROW_CODEC,
+                HugeRecords.TERM_ORDER, termSpillBatch, mergeFanIn));
+        this.sSorter = track(new ExternalSorter<>(workDir, "scol", HugeRecords.TERM_ROW_CODEC,
+                HugeRecords.TERM_ORDER, termSpillBatch, mergeFanIn));
+        this.oSorter = track(new ExternalSorter<>(workDir, "ocol", HugeRecords.TERM_ROW_CODEC,
+                HugeRecords.TERM_ORDER, termSpillBatch, mergeFanIn));
+        this.idSpillBatch = idSpillBatch;
+    }
+
+    private <T extends AutoCloseable> T track(T resource) {
+        resources.add(resource);
+        return resource;
+    }
+
+    /** Runs the whole build, producing the finished HDF5 file at {@code tmpH5}. */
+    void run(Path tmpH5) throws IOException {
+        ingest();
+
+        // ---- Predicates: final rank ids from the in-RAM population ----
+        Node[] sortedPreds = predByTempId.toArray(Node[]::new);
+        Arrays.parallelSort(sortedPreds, NodeComparator.INSTANCE);
+        long numPredicates = sortedPreds.length;
+        long[] tempToFinal = new long[(int) Math.min(Integer.MAX_VALUE, predByTempId.size())];
+        {
+            HashMap<Node, Long> finalIds = new HashMap<>();
+            for (int i = 0; i < sortedPreds.length; i++) {
+                finalIds.put(sortedPreds[i], (long) i + 1); // 1-based
+            }
+            for (int t = 0; t < predByTempId.size(); t++) {
+                tempToFinal[t] = finalIds.get(predByTempId.get(t));
+            }
+        }
+
+        // ---- Materialize the sorted columns (each is re-read several times) ----
+        logger.info("Sorting {} rows per column (external merge sort)...", rows);
+        RecordFile<TermRow> gSorted = materialize(gSorter, "gcol.sorted");
+        gSorter = null;
+        RecordFile<TermRow> sSorted = materialize(sSorter, "scol.sorted");
+        sSorter = null;
+        RecordFile<TermRow> oSorted = materialize(oSorter, "ocol.sorted");
+        oSorter = null;
+
+        // ---- Distinct sorted dictionaries on disk ----
+        RecordFile<Node> entFile = new RecordFile<>(workDir.resolve("entities.sorted"), NodeCodec.INSTANCE);
+        mergeDistinctEntities(entFile, gSorted, sSorted, oSorted);
+        long numEntities = entFile.count();
+
+        RecordFile<Node> litFile = new RecordFile<>(workDir.resolve("literals.sorted"), NodeCodec.INSTANCE);
+        distinctLiterals(litFile, oSorted);
+        long numLiterals = litFile.count();
+        long numObjects = numEntities + numLiterals;
+        logger.info("Dictionary populations: {} entities, {} predicates, {} literals",
+                numEntities, numPredicates, numLiterals);
+
+        // ---- Encode the three dictionary sections ----
+        StreamingDictionaryWriter entitiesDict = null;
+        StreamingDictionaryWriter predicatesDict = null;
+        StreamingDictionaryWriter literalsDict = null;
+        if (numEntities > 0) {
+            entitiesDict = track(new StreamingDictionaryWriter(workDir, "entities", numEntities, stats,
+                    Set.of(Types.IRI, Types.BNODE), new TreeSet<>(), new TreeSet<>()));
+            try (var s = entFile.read()) {
+                entitiesDict.encode(s);
+            }
+        }
+        if (numPredicates > 0) {
+            predicatesDict = track(new StreamingDictionaryWriter(workDir, "predicates", numPredicates, stats,
+                    Set.of(Types.IRI), new TreeSet<>(), new TreeSet<>()));
+            predicatesDict.encode(Arrays.asList(sortedPreds).iterator());
+        }
+        if (numLiterals > 0) {
+            literalsDict = track(new StreamingDictionaryWriter(workDir, "literals", numLiterals, stats,
+                    Set.of(Types.DOUBLE, Types.FLOAT, Types.LONG, Types.INTEGER, Types.STRING),
+                    dataTypes, langSet));
+            try (var s = litFile.read()) {
+                literalsDict.encode(s);
+            }
+        }
+
+        // ---- Columnar unique-id lists (same widths as PositionalDictionaryWriter) ----
+        int gBits = (int) (Math.ceil(MinBits(numEntities + 1) / 8.0) * 8);
+        int sBits = (int) (Math.ceil(MinBits(numEntities + 1) / 8.0) * 8);
+        int oBits = (int) (Math.ceil(MinBits(numObjects + 1) / 8.0) * 8);
+        SpillBitPackedBuffer graphsList = track(new SpillBitPackedBuffer(workDir.resolve("columnar.graphs"), gBits));
+        SpillBitPackedBuffer subjectsList = track(new SpillBitPackedBuffer(workDir.resolve("columnar.subjects"), sBits));
+        SpillBitPackedBuffer objectsList = track(new SpillBitPackedBuffer(workDir.resolve("columnar.objects"), oBits));
+
+        // ---- Sort-merge id joins ----
+        logger.info("Assigning ids (sort-merge joins)...");
+        ExternalSorter<RowId> gIds = track(new ExternalSorter<>(workDir, "gid", HugeRecords.ROW_ID_CODEC,
+                HugeRecords.ROW_ORDER, idSpillBatch, mergeFanIn));
+        joinColumn(gSorted, "Graph", entityCursor(entFile, null, numEntities), graphsList, gIds);
+        gSorted.delete();
+
+        ExternalSorter<RowId> sIds = track(new ExternalSorter<>(workDir, "sid", HugeRecords.ROW_ID_CODEC,
+                HugeRecords.ROW_ORDER, idSpillBatch, mergeFanIn));
+        joinColumn(sSorted, "Subject", entityCursor(entFile, null, numEntities), subjectsList, sIds);
+        sSorted.delete();
+
+        ExternalSorter<RowId> oIds = track(new ExternalSorter<>(workDir, "oid", HugeRecords.ROW_ID_CODEC,
+                HugeRecords.ROW_ORDER, idSpillBatch, mergeFanIn));
+        joinColumn(oSorted, "Object", entityCursor(entFile, litFile, numEntities), objectsList, oIds);
+        oSorted.delete();
+        entFile.delete();
+        litFile.delete();
+
+        // ---- Predicate column: temp ids -> final ids, already in row order ----
+        RecordFile<Long> pFinal = new RecordFile<>(workDir.resolve("pcol.final"), HugeRecords.VAR_LONG_CODEC);
+        try (var s = pTempFile.read()) {
+            while (s.hasNext()) {
+                pFinal.append(tempToFinal[Math.toIntExact(s.next())]);
+            }
+        }
+        pFinal.finish();
+        pTempFile.delete();
+        if (pFinal.count() != rows) {
+            throw new IllegalStateException("Predicate column has " + pFinal.count() + " entries for " + rows + " rows");
+        }
+
+        // ---- Zip id columns into encoded quads, feeding both index sorters ----
+        logger.info("Encoding {} quads...", rows);
+        ExternalSorter<IdQuad> gspoSorter = track(new ExternalSorter<>(workDir, "gspo", HugeRecords.ID_QUAD_CODEC,
+                HugeRecords.GSPO_ORDER, idSpillBatch, mergeFanIn));
+        ExternalSorter<IdQuad> gposSorter = track(new ExternalSorter<>(workDir, "gpos", HugeRecords.ID_QUAD_CODEC,
+                HugeRecords.GPOS_ORDER, idSpillBatch, mergeFanIn));
+        try (var gs = gIds.sorted(); var ss = sIds.sorted(); var os = oIds.sorted(); var ps = pFinal.read()) {
+            for (long row = 0; row < rows; row++) {
+                RowId g = gs.next();
+                RowId s = ss.next();
+                RowId o = os.next();
+                long p = ps.next();
+                if (g.row() != row || s.row() != row || o.row() != row) {
+                    throw new IllegalStateException("Row misalignment at " + row + ": g=" + g.row()
+                            + " s=" + s.row() + " o=" + o.row());
+                }
+                IdQuad q = new IdQuad(g.id(), s.id(), p, o.id());
+                gspoSorter.add(q);
+                gposSorter.add(q);
+            }
+        }
+        pFinal.delete();
+
+        // ---- Indexes ----
+        HugeIndexWriter gspo = track(new HugeIndexWriter(workDir, Index.GSPO,
+                numEntities, numEntities, numPredicates, numObjects, rows));
+        try (var it = gspoSorter.sorted()) {
+            gspo.build(it);
+        }
+        HugeIndexWriter gpos = track(new HugeIndexWriter(workDir, Index.GPOS,
+                numEntities, numEntities, numPredicates, numObjects, rows));
+        try (var it = gposSorter.sorted()) {
+            gpos.build(it);
+        }
+
+        // ---- Assemble the HDF5 file (same names/attributes as HDF5Writer) ----
+        logger.info("Writing HDF5 file {}", tmpH5);
+        try (StreamingHdf5File hdf = StreamingHdf5.create(tmpH5)) {
+            StreamingHdf5Group hdt = hdf.rootGroup().putGroup(Params.BG);
+            hdt.putAttribute("numQuads", parsedQuads);
+            hdt.putAttribute("formatVersion", Params.FORMAT_VERSION);
+            StreamingHdf5Group dictionary = hdt.putGroup(Params.DICTIONARY);
+            if (entitiesDict != null) entitiesDict.transferTo(dictionary);
+            if (predicatesDict != null) predicatesDict.transferTo(dictionary);
+            if (literalsDict != null) literalsDict.transferTo(dictionary);
+            if (graphsList.getNumEntries() > 0) {
+                graphsList.transferTo(dictionary, "graphs");
+                subjectsList.transferTo(dictionary, "subjects");
+                objectsList.transferTo(dictionary, "objects");
+            }
+            gspo.transferTo(hdt);
+            gpos.transferTo(hdt);
+        }
+        logger.info("HDF5 assembly complete");
+    }
+
+    // ------------------------------------------------------------------
+    // Pass A: parse + transforms + spills
+    // ------------------------------------------------------------------
+
+    private void ingest() throws IOException {
+        logger.info("Parsing {} (disk-based build)", src);
+        this.pTempFile = new RecordFile<>(workDir.resolve("pcol.tmpids"), HugeRecords.VAR_LONG_CODEC);
+        try (InputStream xis = src.toString().endsWith(".gz")
+                ? new GZIPInputStream(new FileInputStream(src))
+                : new FileInputStream(src)) {
+            String fname = src.getName();
+            if (fname.endsWith(".gz")) {
+                fname = fname.substring(0, fname.length() - 3);
+            }
+            Lang lang = RDFLanguages.filenameToLang(fname, Lang.TURTLE);
+            AsyncParserBuilder parserBuilder = AsyncParser.of(xis, lang, REL_BASE);
+            parserBuilder.mutateSources(rdfBuilder ->
+                    rdfBuilder.labelToNode(LabelToNode.createUseLabelAsGiven()));
+            SpatialAugmenter augmenter = new SpatialAugmenter(features);
+            // Spatial tasks run concurrently exactly like the RAM writer, but the
+            // completion window is BOUNDED: results are drained and spilled as
+            // soon as the window fills instead of accumulating until end of parse.
+            final int maxInFlight = Math.max(8, Runtime.getRuntime().availableProcessors() * 4);
+            final ArrayDeque<Future<ArrayList<Quad>>> inFlight = new ArrayDeque<>();
+            try (ExecutorService scope = Executors.newVirtualThreadPerTaskExecutor()) {
+                parserBuilder.streamQuads()
+                    .map(quad -> quad.isDefaultGraph()
+                            ? new Quad(Quad.defaultGraphIRI, quad.getSubject(), quad.getPredicate(), quad.getObject())
+                            : quad)
+                    .map(this::relativize)
+                    .map(this::canonicalizeNumericObject)
+                    .forEach(quad -> {
+                        parsedQuads++;
+                        if (parsedQuads % 1_000_000 == 0) {
+                            logger.info("Loaded {} quads...", parsedQuads);
+                        }
+                        try {
+                            acceptRow(quad);
+                            xvoid.add(quad);
+                            if (spatial && isGeoLiteral(quad)) {
+                                inFlight.add(scope.submit(() -> augmenter.addSpatial(quad)));
+                                while (inFlight.size() >= maxInFlight) {
+                                    drainOne(inFlight);
+                                }
+                            }
+                        } catch (IOException ex) {
+                            throw new UncheckedIOException(ex);
+                        }
+                    });
+                while (!inFlight.isEmpty()) {
+                    drainOne(inFlight);
+                }
+            } catch (UncheckedIOException ex) {
+                throw new IOException("Failed while parsing/processing RDF source: " + src, ex.getCause());
+            } catch (Exception ex) {
+                throw new IOException("Failed while parsing/processing RDF source: " + src, ex);
+            }
+            // VoID/SD metadata quads (mirrors the RAM writer; the model's
+            // namespace prefixes are presentation-only and irrelevant to quads).
+            for (Iterator<org.apache.jena.rdf.model.Statement> it = xvoid.getModel().listStatements(); it.hasNext(); ) {
+                Triple ff = it.next().asTriple();
+                Quad qqq = canonicalizeNumericObject(Quad.create(Params.BGVOID, ff));
+                acceptRow(qqq);
+            }
+        }
+        pTempFile.finish();
+        logger.info("Parse complete: {} source quads, {} total rows", parsedQuads, rows);
+    }
+
+    private void drainOne(ArrayDeque<Future<ArrayList<Quad>>> inFlight) throws IOException {
+        Future<ArrayList<Quad>> task = inFlight.poll();
+        if (task == null) return;
+        ArrayList<Quad> extraQuads;
+        try {
+            extraQuads = task.get();
+        } catch (InterruptedException ex) {
+            Thread.currentThread().interrupt();
+            throw new IOException("Interrupted while collecting spatial results: " + src, ex);
+        } catch (ExecutionException ex) {
+            throw new IOException("Spatial processing failed for " + src, ex.getCause());
+        }
+        for (Quad q : extraQuads) {
+            acceptRow(canonicalizeNumericObject(q));
+        }
+    }
+
+    /** One row of the store: spill each column and account stats (mirrors ProcessQuad). */
+    private void acceptRow(Quad quad) throws IOException {
+        Node g = quad.getGraph();
+        Node s = quad.getSubject();
+        Node p = quad.getPredicate();
+        Node o = quad.getObject();
+        countEntityKind(g, "graph");
+        countEntityKind(s, "subject");
+        if (o.isLiteral()) {
+            collectLiteralStats(o);
+        } else {
+            countEntityKind(o, "object");
+        }
+        stats.numIRI++; // the predicate (RAM counts distinct; only >0 gates buffer allocation)
+
+        long row = rows++;
+        gSorter.add(new TermRow(g, row));
+        sSorter.add(new TermRow(s, row));
+        oSorter.add(new TermRow(o, row));
+        pTempFile.append(predTempIds.computeIfAbsent(p, k -> {
+            predByTempId.add(k);
+            return (long) (predByTempId.size() - 1);
+        }));
+    }
+
+    private void countEntityKind(Node n, String position) {
+        if (n.isBlank()) {
+            stats.numBlankNodes++;
+        } else if (n.isURI()) {
+            stats.numIRI++;
+        } else {
+            // Same guard as ProcessQuad: an unstorable node kind aborts the build.
+            throw new IllegalStateException("Unexpected " + position + " node type: " + n);
+        }
+    }
+
+    /**
+     * Literal stats accounting, mirroring ProcessQuad's branches. RAM counts
+     * distinct literals; per-occurrence counting yields identical min/max and
+     * identical zero-ness of every count, which is all the dictionary widths
+     * and buffer-allocation gates consume.
+     */
+    private void collectLiteralStats(Node o) {
+        String dt = o.getLiteralDatatypeURI();
+        dataTypes.add(dt);
+        String lang = o.getLiteralLanguage();
+        if (lang != null && !lang.isEmpty()) {
+            langSet.add(lang);
+        }
+        if (dt.equals(XSD.xlong.getURI())) {
+            if (literalValueOrNull(o) instanceof Number n) {
+                stats.maxLong = Math.max(stats.maxLong, n.longValue());
+                stats.minLong = Math.min(stats.minLong, n.longValue());
+                stats.numLong++;
+            } else {
+                countStringStored(o.getLiteralLexicalForm());
+            }
+        } else if (dt.equals(XSD.xint.getURI())) {
+            if (literalValueOrNull(o) instanceof Number n) {
+                stats.maxInteger = Math.max(stats.maxInteger, n.intValue());
+                stats.minInteger = Math.min(stats.minInteger, n.intValue());
+                stats.numInteger++;
+            } else {
+                countStringStored(o.getLiteralLexicalForm());
+            }
+        } else if (dt.equals(XSD.xfloat.getURI())) {
+            if (literalValueOrNull(o) instanceof Number n) {
+                stats.maxFloat = Math.max(stats.maxFloat, n.floatValue());
+                stats.minFloat = Math.min(stats.minFloat, n.floatValue());
+                stats.numFloat++;
+            } else {
+                countStringStored(o.getLiteralLexicalForm());
+            }
+        } else if (dt.equals(XSD.xdouble.getURI())) {
+            if (literalValueOrNull(o) instanceof Number n) {
+                stats.maxDouble = Math.max(stats.maxDouble, n.doubleValue());
+                stats.minDouble = Math.min(stats.minDouble, n.doubleValue());
+                stats.numDouble++;
+            } else {
+                countStringStored(o.getLiteralLexicalForm());
+            }
+        } else if (dt.equals(XSD.xstring.getURI()) || dt.equals(GEO.wktLiteral.getURI())
+                || dt.equals(XSD.xboolean.getURI()) || dt.equals(RDF.langString.getURI())) {
+            countStringStored(o.getLiteralLexicalForm());
+        } else if (dt.equals(XSD.dateTime.getURI())) {
+            String lex = o.getLiteralLexicalForm();
+            int t = lex.indexOf('T');
+            countStringStored((t > 0) ? lex.substring(0, t) : lex);
+        } else {
+            countStringStored(o.getLiteralLexicalForm());
+        }
+    }
+
+    private void countStringStored(String lex) {
+        stats.longestStringLength = Math.max(stats.longestStringLength, lex.length());
+        stats.shortestStringLength = Math.min(stats.shortestStringLength, lex.length());
+        stats.numStrings++;
+    }
+
+    private static Object literalValueOrNull(Node o) {
+        try {
+            return o.getLiteralValue();
+        } catch (RuntimeException e) {
+            return null;
+        }
+    }
+
+    private static boolean isGeoLiteral(Quad quad) {
+        return SpatialAugmenter.isGeoLiteral(quad);
+    }
+
+    // ------------------------------------------------------------------
+    // Quad transforms (mirrors of PositionalDictionaryWriterBuilder)
+    // ------------------------------------------------------------------
+
+    private Quad relativize(Quad q) {
+        Node qg = q.getGraph();
+        Node qs = q.getSubject();
+        Node qp = q.getPredicate();
+        Node qo = q.getObject();
+        Node g = relativizeNode(qg);
+        Node s = relativizeNode(qs);
+        Node p = relativizeNode(qp);
+        Node o = relativizeNode(qo);
+        if (g == qg && s == qs && p == qp && o == qo) {
+            return q;
+        }
+        return new Quad(g, s, p, o);
+    }
+
+    private Node relativizeNode(Node n) {
+        if (n == null || !n.isURI() || !n.getURI().startsWith(REL_BASE_PREFIX)) {
+            return n;
+        }
+        String u = n.getURI();
+        try {
+            IRIx rel = REL_BASE_IRIX.relativize(IRIx.create(u));
+            if (rel != null && rel.isRelative()) {
+                return NodeFactory.createURI(rel.str());
+            }
+        } catch (RuntimeException ignore) {
+            // fall through to textual stripping
+        }
+        return NodeFactory.createURI(
+                u.equals(REL_BASE) ? "" : u.substring(REL_BASE_PREFIX.length()));
+    }
+
+    private Quad canonicalizeNumericObject(Quad quad) {
+        Node o = quad.getObject();
+        if (!o.isLiteral()) return quad;
+        String dt = o.getLiteralDatatypeURI();
+        try {
+            Node canonical = null;
+            if (XSD.xint.getURI().equals(dt)) {
+                if (o.getLiteralValue() instanceof Number n) canonical = NodeFactory.createLiteralByValue(n.intValue());
+            } else if (XSD.xlong.getURI().equals(dt)) {
+                if (o.getLiteralValue() instanceof Number n) canonical = NodeFactory.createLiteralByValue(n.longValue());
+            } else if (XSD.xfloat.getURI().equals(dt)) {
+                if (o.getLiteralValue() instanceof Number n) canonical = NodeFactory.createLiteralByValue(n.floatValue());
+            } else if (XSD.xdouble.getURI().equals(dt)) {
+                if (o.getLiteralValue() instanceof Number n) canonical = NodeFactory.createLiteralByValue(n.doubleValue());
+            }
+            if (canonical == null || canonical.equals(o)) return quad;
+            return new Quad(quad.getGraph(), quad.getSubject(), quad.getPredicate(), canonical);
+        } catch (RuntimeException e) {
+            return quad;
+        }
+    }
+
+    // ------------------------------------------------------------------
+    // Phase helpers
+    // ------------------------------------------------------------------
+
+    private RecordFile<TermRow> materialize(ExternalSorter<TermRow> sorter, String name) throws IOException {
+        RecordFile<TermRow> rf = new RecordFile<>(workDir.resolve(name), HugeRecords.TERM_ROW_CODEC);
+        try (ExternalSorter.SortedStream<TermRow> s = sorter.sorted()) {
+            while (s.hasNext()) {
+                rf.append(s.next());
+            }
+        }
+        rf.finish();
+        sorter.close();
+        return rf;
+    }
+
+    /**
+     * Entities = distinct {G union S union non-literal O} in NodeComparator
+     * order: a 3-way merge of the sorted columns with consecutive-dedup. The
+     * object stream stops at its first literal - NodeComparator's macro order
+     * (bnode &lt; URI &lt; literal) makes literals a contiguous suffix.
+     */
+    private void mergeDistinctEntities(RecordFile<Node> out, RecordFile<TermRow> g,
+                                       RecordFile<TermRow> s, RecordFile<TermRow> o) throws IOException {
+        try (var gs = g.read(); var ss = s.read(); var os = o.read()) {
+            List<Iterator<Node>> streams = List.of(
+                    termsOf(gs), termsOf(ss), nonLiteralPrefix(termsOf(os)));
+            PriorityQueue<PeekedIterator> heap = new PriorityQueue<>(
+                    Comparator.comparing(pi -> pi.head, NodeComparator.INSTANCE));
+            for (Iterator<Node> it : streams) {
+                PeekedIterator pi = new PeekedIterator(it);
+                if (pi.head != null) heap.add(pi);
+            }
+            Node last = null;
+            while (!heap.isEmpty()) {
+                PeekedIterator pi = heap.poll();
+                Node term = pi.head;
+                if (pi.advance()) heap.add(pi);
+                // equals() is the cheap equivalent of compare()==0 here: the
+                // comparator tie-breaks on the exact RDF term, so it returns 0
+                // only for term-equal nodes.
+                if (last == null || !last.equals(term)) {
+                    out.append(term);
+                    last = term;
+                }
+            }
+        }
+        out.finish();
+    }
+
+    /** Distinct literals = dedup of the literal suffix of the sorted object column. */
+    private void distinctLiterals(RecordFile<Node> out, RecordFile<TermRow> o) throws IOException {
+        try (var os = o.read()) {
+            Node last = null;
+            while (os.hasNext()) {
+                Node term = os.next().term();
+                if (!term.isLiteral()) continue; // pre-literal prefix
+                if (last == null || !last.equals(term)) {
+                    out.append(term);
+                    last = term;
+                }
+            }
+        }
+        out.finish();
+    }
+
+    private static Iterator<Node> termsOf(Iterator<TermRow> rows) {
+        return new Iterator<>() {
+            @Override public boolean hasNext() { return rows.hasNext(); }
+            @Override public Node next() { return rows.next().term(); }
+        };
+    }
+
+    private static Iterator<Node> nonLiteralPrefix(Iterator<Node> in) {
+        return new Iterator<>() {
+            private Node next = advance();
+
+            private Node advance() {
+                if (in.hasNext()) {
+                    Node n = in.next();
+                    // Sorted stream: the first literal ends the entity prefix.
+                    return n.isLiteral() ? null : n;
+                }
+                return null;
+            }
+
+            @Override public boolean hasNext() { return next != null; }
+
+            @Override public Node next() {
+                if (next == null) throw new NoSuchElementException();
+                Node n = next;
+                next = advance();
+                return n;
+            }
+        };
+    }
+
+    private static final class PeekedIterator {
+        private final Iterator<Node> it;
+        Node head;
+
+        PeekedIterator(Iterator<Node> it) {
+            this.it = it;
+            advance();
+        }
+
+        /** Loads the next head; false at stream end. */
+        final boolean advance() {
+            head = it.hasNext() ? it.next() : null;
+            return head != null;
+        }
+    }
+
+    /**
+     * A monotone cursor over the sorted dictionary (entities, optionally
+     * followed by literals): the id of a term is its 1-based rank in the
+     * concatenated stream - exactly locateGraph/locateSubject/locateObject
+     * semantics, computed without random access.
+     */
+    private DictCursor entityCursor(RecordFile<Node> entities, RecordFile<Node> literals, long numEntities)
+            throws IOException {
+        var entStream = entities.read();
+        var litStream = (literals == null) ? null : literals.read();
+        Iterator<Node> concat = new Iterator<>() {
+            @Override
+            public boolean hasNext() {
+                return entStream.hasNext() || (litStream != null && litStream.hasNext());
+            }
+
+            @Override
+            public Node next() {
+                return entStream.hasNext() ? entStream.next() : litStream.next();
+            }
+        };
+        return new DictCursor(concat, () -> {
+            entStream.close();
+            if (litStream != null) litStream.close();
+        });
+    }
+
+    private static final class DictCursor implements AutoCloseable {
+        private final Iterator<Node> stream;
+        private final Runnable onClose;
+        private Node current = null;
+        private long id = 0;
+
+        DictCursor(Iterator<Node> stream, Runnable onClose) {
+            this.stream = stream;
+            this.onClose = onClose;
+        }
+
+        /** 1-based id of {@code term}; the cursor only moves forward. */
+        long locate(Node term, String role) {
+            // Cheap term-equality fast path before any comparator work.
+            if (current != null && current.equals(term)) {
+                return id;
+            }
+            while (current == null || NodeComparator.INSTANCE.compare(current, term) < 0) {
+                if (!stream.hasNext()) {
+                    throw new IllegalStateException("Cannot resolve " + role + " (not in dictionary): " + term);
+                }
+                current = stream.next();
+                id++;
+                if (current.equals(term)) {
+                    return id;
+                }
+            }
+            if (!current.equals(term)) {
+                throw new IllegalStateException("Cannot resolve " + role + " (not in dictionary): " + term);
+            }
+            return id;
+        }
+
+        @Override
+        public void close() {
+            onClose.run();
+        }
+    }
+
+    /**
+     * Walks a sorted column against the dictionary cursor, emitting (row, id)
+     * for every row and the id of each DISTINCT term - in term order, i.e.
+     * ascending id order - into the columnar list.
+     */
+    private void joinColumn(RecordFile<TermRow> column, String role, DictCursor cursor,
+                            SpillBitPackedBuffer columnar, ExternalSorter<RowId> out) throws IOException {
+        try (cursor; var col = column.read()) {
+            Node prevTerm = null;
+            long prevId = -1;
+            while (col.hasNext()) {
+                TermRow tr = col.next();
+                long id;
+                // equals() suffices for the repeat check (compare()==0 iff term-equal).
+                if (prevTerm != null && prevTerm.equals(tr.term())) {
+                    id = prevId;
+                } else {
+                    id = cursor.locate(tr.term(), role);
+                    columnar.writeLong(id);
+                    prevTerm = tr.term();
+                    prevId = id;
+                }
+                out.add(new RowId(tr.row(), id));
+            }
+        }
+    }
+
+    @Override
+    public void close() {
+        if (pTempFile != null) pTempFile.delete();
+        for (AutoCloseable r : resources) {
+            try {
+                r.close();
+            } catch (Exception e) {
+                logger.warn("Cleanup failure", e);
+            }
+        }
+        resources.clear();
+    }
+}
diff --git a/src/main/java/com/ebremer/beakgraph/huge/HugeHDF5Writer.java b/src/main/java/com/ebremer/beakgraph/huge/HugeHDF5Writer.java
new file mode 100644
index 00000000..30201611
--- /dev/null
+++ b/src/main/java/com/ebremer/beakgraph/huge/HugeHDF5Writer.java
@@ -0,0 +1,165 @@
+package com.ebremer.beakgraph.huge;
+
+import com.ebremer.beakgraph.Params;
+import com.ebremer.beakgraph.core.AbstractGraphBuilder;
+import com.ebremer.beakgraph.core.BeakGraphWriter;
+import java.io.IOException;
+import java.nio.file.AtomicMoveNotSupportedException;
+import java.nio.file.FileVisitResult;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.nio.file.SimpleFileVisitor;
+import java.nio.file.StandardCopyOption;
+import java.nio.file.attribute.BasicFileAttributes;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+/**
+ * Disk-based BeakGraph writer for very large graphs. Produces the same HDF5
+ * format as {@link com.ebremer.beakgraph.hdf5.writers.HDF5Writer} (readable by
+ * the existing {@code HDF5Reader}), but sorts and indexes on disk: quads are
+ * spilled to a temp workspace, dictionaries are derived by external merge sort,
+ * ids are assigned by sort-merge joins, and every dataset streams into the file
+ * through the {@link StreamingHdf5} backend. Peak heap stays bounded by the
+ * configured spill batch sizes; the size ceiling moves from RAM to free disk in
+ * the workspace (roughly a few times the source size, transiently).
+ *
+ * <p>Usage mirrors HDF5Writer:
+ * <pre>{@code
+ * HugeHDF5Writer.Builder()
+ *     .setSource(new File("data.nq.gz"))
+ *     .setDestination(new File("data.h5"))
+ *     .setSpatial(true)
+ *     .build()
+ *     .write();
+ * }</pre>
+ *
+ * <p>Output is semantically identical to the RAM writer's (same dictionaries,
+ * indexes, VoID metadata, spatial augmentation); the only divergence is blank
+ * node ordering (labels are kept as parsed rather than relabelled), which
+ * yields an isomorphic - not byte-identical - store.
+ *
+ * @author Erich Bremer
+ */
+public class HugeHDF5Writer implements BeakGraphWriter {
+
+    private static final Logger logger = LoggerFactory.getLogger(HugeHDF5Writer.class);
+
+    private final Builder builder;
+
+    private HugeHDF5Writer(Builder builder) {
+        this.builder = builder;
+    }
+
+    @Override
+    public void write() throws IOException {
+        logger.info("Writing BeakGraph (huge/disk-based) to {}", builder.getDestination());
+        Path dest = builder.getDestination().toPath();
+        // Same publish discipline as HDF5Writer: build into a sibling temp file,
+        // swap in atomically on success, never disturb a previous good artifact.
+        Path tmp = dest.resolveSibling(dest.getFileName() + ".tmp");
+        Path workBase = (builder.workDir != null) ? builder.workDir
+                : (dest.toAbsolutePath().getParent() != null ? dest.toAbsolutePath().getParent() : Path.of("."));
+        Path workspace = Files.createTempDirectory(workBase, ".bghuge-");
+        try {
+            try (HugeBuildPipeline pipeline = new HugeBuildPipeline(
+                    builder.getSource(), builder.getSpatial(), builder.getFeatures(),
+                    workspace, builder.termSpillBatch, builder.idSpillBatch, builder.mergeFanIn)) {
+                pipeline.run(tmp);
+            }
+            try {
+                Files.move(tmp, dest, StandardCopyOption.REPLACE_EXISTING, StandardCopyOption.ATOMIC_MOVE);
+            } catch (AtomicMoveNotSupportedException e) {
+                Files.move(tmp, dest, StandardCopyOption.REPLACE_EXISTING);
+            }
+        } catch (IOException | RuntimeException ex) {
+            try {
+                Files.deleteIfExists(tmp);
+            } catch (IOException cleanup) {
+                logger.warn("Failed to remove temp output {}", tmp, cleanup);
+            }
+            throw ex;
+        } finally {
+            deleteRecursively(workspace);
+        }
+        logger.info("Write complete: {}", builder.getDestination());
+    }
+
+    private static void deleteRecursively(Path dir) {
+        try {
+            Files.walkFileTree(dir, new SimpleFileVisitor<>() {
+                @Override
+                public FileVisitResult visitFile(Path file, BasicFileAttributes attrs) throws IOException {
+                    Files.deleteIfExists(file);
+                    return FileVisitResult.CONTINUE;
+                }
+
+                @Override
+                public FileVisitResult postVisitDirectory(Path d, IOException exc) throws IOException {
+                    Files.deleteIfExists(d);
+                    return FileVisitResult.CONTINUE;
+                }
+            });
+        } catch (IOException e) {
+            logger.warn("Failed to remove workspace {}", dir, e);
+        }
+    }
+
+    public static class Builder extends AbstractGraphBuilder<Builder> {
+
+        private Path workDir;
+        private int termSpillBatch = 1 << 18;  // 262144 (term, row) records per column before a run spills
+        private int idSpillBatch = 1 << 21;    // 2M numeric records per run for the id/quad sorts
+        private int mergeFanIn = 64;
+
+        /**
+         * Directory for the build workspace (spill runs, staged buffers).
+         * Defaults to the destination's directory - the workspace transiently
+         * needs disk on the order of a few times the (uncompressed) source.
+         */
+        public Builder setWorkDirectory(Path dir) {
+            this.workDir = dir;
+            return this;
+        }
+
+        /** Records buffered in RAM per term column before spilling a sorted run. */
+        public Builder setTermSpillBatch(int records) {
+            if (records < 1) throw new IllegalArgumentException("termSpillBatch must be >= 1");
+            this.termSpillBatch = records;
+            return this;
+        }
+
+        /** Records buffered in RAM per numeric (id/quad) sorter before spilling. */
+        public Builder setIdSpillBatch(int records) {
+            if (records < 1) throw new IllegalArgumentException("idSpillBatch must be >= 1");
+            this.idSpillBatch = records;
+            return this;
+        }
+
+        /** Maximum spill runs merged in one pass. */
+        public Builder setMergeFanIn(int fanIn) {
+            if (fanIn < 2) throw new IllegalArgumentException("mergeFanIn must be >= 2");
+            this.mergeFanIn = fanIn;
+            return this;
+        }
+
+        @Override
+        protected Builder self() {
+            return this;
+        }
+
+        @Override
+        public String getName() {
+            return Params.BG;
+        }
+
+        @Override
+        public HugeHDF5Writer build() {
+            return new HugeHDF5Writer(this);
+        }
+    }
+
+    public static Builder Builder() {
+        return new Builder();
+    }
+}
diff --git a/src/main/java/com/ebremer/beakgraph/huge/HugeIO.java b/src/main/java/com/ebremer/beakgraph/huge/HugeIO.java
new file mode 100644
index 00000000..a62e20f8
--- /dev/null
+++ b/src/main/java/com/ebremer/beakgraph/huge/HugeIO.java
@@ -0,0 +1,73 @@
+package com.ebremer.beakgraph.huge;
+
+import java.io.BufferedInputStream;
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.EOFException;
+import java.io.IOException;
+import java.io.InputStream;
+import java.nio.file.Files;
+import java.nio.file.Path;
+
+/**
+ * Small shared I/O helpers for the huge writer: temp-file-to-dataset streaming
+ * and unsigned varint coding for the spill record formats.
+ *
+ * @author Erich Bremer
+ */
+final class HugeIO {
+
+    /** Copy buffer for temp-file-to-HDF5 streaming; bounds writer RAM per transfer. */
+    static final int TRANSFER_BUFFER_BYTES = 8 * 1024 * 1024;
+
+    private HugeIO() {}
+
+    /** Streams an entire temp file into an already-created dataset. */
+    static void copyFileIntoDataset(Path file, StreamingHdf5Dataset ds) throws IOException {
+        try (InputStream in = new BufferedInputStream(Files.newInputStream(file), 1 << 20)) {
+            byte[] buf = new byte[TRANSFER_BUFFER_BYTES];
+            int n;
+            while ((n = in.read(buf)) > 0) {
+                ds.write(buf, 0, n);
+            }
+        }
+    }
+
+    /** Unsigned LEB128-style varint (7 bits per byte, high bit = continuation). */
+    static void writeVarLong(DataOutput out, long value) throws IOException {
+        if (value < 0) {
+            throw new IllegalArgumentException("varint value must be non-negative: " + value);
+        }
+        while ((value & ~0x7FL) != 0) {
+            out.writeByte((int) ((value & 0x7F) | 0x80));
+            value >>>= 7;
+        }
+        out.writeByte((int) value);
+    }
+
+    static long readVarLong(DataInput in) throws IOException {
+        long result = 0;
+        int shift = 0;
+        while (true) {
+            byte b = in.readByte();
+            result |= (long) (b & 0x7F) << shift;
+            if ((b & 0x80) == 0) {
+                return result;
+            }
+            shift += 7;
+            if (shift >= 64) {
+                throw new IOException("Malformed varint (too long)");
+            }
+        }
+    }
+
+    /**
+     * Reads exactly {@code len} bytes or throws {@link EOFException}; DataInput's
+     * readFully equivalent, factored for symmetry with the writers here.
+     */
+    static byte[] readBytes(DataInput in, int len) throws IOException {
+        byte[] data = new byte[len];
+        in.readFully(data);
+        return data;
+    }
+}
diff --git a/src/main/java/com/ebremer/beakgraph/huge/HugeIndexWriter.java b/src/main/java/com/ebremer/beakgraph/huge/HugeIndexWriter.java
new file mode 100644
index 00000000..00b3242d
--- /dev/null
+++ b/src/main/java/com/ebremer/beakgraph/huge/HugeIndexWriter.java
@@ -0,0 +1,264 @@
+package com.ebremer.beakgraph.huge;
+
+import static com.ebremer.beakgraph.Params.BLOCKSIZE;
+import static com.ebremer.beakgraph.Params.SUPERBLOCKSIZE;
+import com.ebremer.beakgraph.hdf5.Index;
+import com.ebremer.beakgraph.huge.HugeRecords.IdQuad;
+import static com.ebremer.beakgraph.utils.UTIL.MinBits;
+import java.io.IOException;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.util.Iterator;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+/**
+ * Streaming twin of {@link com.ebremer.beakgraph.hdf5.writers.BGIndex}: builds
+ * one quad index (GSPO or GPOS) - S/B id+bitmap levels plus the SB/BB
+ * rank/select directory - from an externally sorted stream of
+ * dictionary-encoded quads. Because dictionary ids are rank-assigned in
+ * {@code NodeComparator} order, numeric id order equals the term order BGIndex
+ * sorts with, and this writer's output is identical to BGIndex's for the same
+ * data. The level/padding/dedup logic mirrors BGIndex line for line; keep the
+ * two in lockstep.
+ *
+ * @author Erich Bremer
+ */
+final class HugeIndexWriter implements AutoCloseable {
+
+    private static final Logger logger = LoggerFactory.getLogger(HugeIndexWriter.class);
+
+    private final SpillBitPackedBuffer B1, B2, B3;
+    private final SpillBitPackedBuffer S1, S2, S3;
+    private final SpillBitPackedBuffer SB1, SB2, SB3;
+    private final SpillBitPackedBuffer BB1, BB2, BB3;
+    private final Index type;
+    private final char[] positions;
+    private final String[] names;
+    private final long numGraphs, numSubjects, numPredicates, numObjects;
+
+    private static final class LevelState {
+        long bitsProcessed = 0;
+        long onesSoFar = 0;
+        long onesInCurrentSuperblock = 0;
+        // Same seeding as BGIndex: start at 0, paired with the seeded BB[0]=0,
+        // so BB[k] = ones-before-block-k within its superblock.
+        long lastSuperblockWritten = 0;
+        long lastBlockWritten = 0;
+    }
+
+    /**
+     * @param totalRows total encoded quads INCLUDING duplicates - BGIndex sizes
+     *                  the superblock width from the full pre-dedup quad array
+     */
+    HugeIndexWriter(Path workDir, Index type, long numGraphs, long numSubjects,
+                    long numPredicates, long numObjects, long totalRows) throws IOException {
+        logger.info("Creating index {} (disk-backed)", type);
+        this.type = type;
+        this.numGraphs = numGraphs;
+        this.numSubjects = numSubjects;
+        this.numPredicates = numPredicates;
+        this.numObjects = numObjects;
+        String indexName = type.name();
+        this.positions = new char[]{indexName.charAt(0), indexName.charAt(1), indexName.charAt(2), indexName.charAt(3)};
+        this.names = new String[4];
+        for (int i = 0; i < 4; i++) {
+            names[i] = String.valueOf(Character.toLowerCase(positions[i]));
+        }
+
+        Path dir = Files.createDirectories(workDir.resolve("index." + indexName));
+
+        long maxCumulativeOnes = totalRows + maxL0Id() + 128L;
+        int sbBits = MinBits(maxCumulativeOnes);
+        sbBits = (int) (Math.ceil(sbBits / 8.0) * 8);
+        int bbBits = MinBits(SUPERBLOCKSIZE);
+        bbBits = (int) (Math.ceil(bbBits / 8.0) * 8);
+
+        B1 = new SpillBitPackedBuffer(dir.resolve("B" + names[1]), 1);
+        B2 = new SpillBitPackedBuffer(dir.resolve("B" + names[2]), 1);
+        B3 = new SpillBitPackedBuffer(dir.resolve("B" + names[3]), 1);
+
+        S1 = new SpillBitPackedBuffer(dir.resolve("S" + names[1]), bitSize(positions[1]));
+        S2 = new SpillBitPackedBuffer(dir.resolve("S" + names[2]), bitSize(positions[2]));
+        S3 = new SpillBitPackedBuffer(dir.resolve("S" + names[3]), bitSize(positions[3]));
+
+        SB1 = new SpillBitPackedBuffer(dir.resolve("SB" + names[1]), sbBits);
+        SB2 = new SpillBitPackedBuffer(dir.resolve("SB" + names[2]), sbBits);
+        SB3 = new SpillBitPackedBuffer(dir.resolve("SB" + names[3]), sbBits);
+
+        BB1 = new SpillBitPackedBuffer(dir.resolve("BB" + names[1]), bbBits);
+        BB2 = new SpillBitPackedBuffer(dir.resolve("BB" + names[2]), bbBits);
+        BB3 = new SpillBitPackedBuffer(dir.resolve("BB" + names[3]), bbBits);
+
+        // Seed the "ones before the first superblock/block" directory entries to 0.
+        SB1.writeLong(0); SB2.writeLong(0); SB3.writeLong(0);
+        BB1.writeLong(0); BB2.writeLong(0); BB3.writeLong(0);
+    }
+
+    private long count(char component) {
+        return switch (component) {
+            case 'G' -> numGraphs;
+            case 'S' -> numSubjects;
+            case 'P' -> numPredicates;
+            case 'O' -> numObjects;
+            default -> throw new IllegalStateException("Unknown component: " + component);
+        };
+    }
+
+    /** Mirror of BGIndex.IndexPosition.getBitSize: byte-rounded MinBits(count+1), 0 -> 8. */
+    private int bitSize(char component) {
+        int needed = MinBits(count(component) + 1);
+        if (needed == 0) return 8;
+        return (int) (Math.ceil(needed / 8.0) * 8);
+    }
+
+    private long maxL0Id() {
+        return count(positions[0]);
+    }
+
+    private static long component(IdQuad q, char c) {
+        return switch (c) {
+            case 'G' -> q.g();
+            case 'S' -> q.s();
+            case 'P' -> q.p();
+            case 'O' -> q.o();
+            default -> throw new IllegalStateException();
+        };
+    }
+
+    /** Consumes the id-quads, which MUST be sorted in this index's order. */
+    void build(Iterator<IdQuad> sorted) throws IOException {
+        LevelState l1 = new LevelState(), l2 = new LevelState(), l3 = new LevelState();
+        IdQuad lastUnique = null;
+        long count = 0;
+        long maxL0Id = maxL0Id();
+        long currentL0 = 1;
+
+        while (sorted.hasNext()) {
+            IdQuad curr = sorted.next();
+            if (++count % 1_000_000 == 0) {
+                logger.info("{} processed {} quads...", type.name(), count);
+            }
+            // 1. Duplicate check (numeric id equality == term equality)
+            if (lastUnique != null
+                    && component(lastUnique, positions[0]) == component(curr, positions[0])
+                    && component(lastUnique, positions[1]) == component(curr, positions[1])
+                    && component(lastUnique, positions[2]) == component(curr, positions[2])
+                    && component(lastUnique, positions[3]) == component(curr, positions[3])) {
+                continue;
+            }
+
+            boolean changeL0 = (lastUnique == null) || component(lastUnique, positions[0]) != component(curr, positions[0]);
+            boolean changeL1 = (lastUnique == null) || changeL0 || component(lastUnique, positions[1]) != component(curr, positions[1]);
+            boolean changeL2 = (lastUnique == null) || changeL1 || component(lastUnique, positions[2]) != component(curr, positions[2]);
+
+            long thisL0 = component(curr, positions[0]);
+
+            // 2. Pad missing L0 ids with empty lists (see BGIndex)
+            if (changeL0) {
+                long skipped = (lastUnique == null) ? (thisL0 - 1) : (thisL0 - currentL0 - 1);
+                padEmptyL0(skipped, l1, l2, l3);
+                currentL0 = thisL0;
+            }
+
+            // 3. Level 3
+            S3.writeLong(component(curr, positions[3]));
+            int bit3 = changeL2 ? 1 : 0;
+            B3.writeInteger(bit3);
+            advanceLevel(l3, bit3, SB3, BB3);
+
+            // 4. Level 2
+            if (changeL2) {
+                S2.writeLong(component(curr, positions[2]));
+                int bit2 = changeL1 ? 1 : 0;
+                B2.writeInteger(bit2);
+                advanceLevel(l2, bit2, SB2, BB2);
+            }
+
+            // 5. Level 1
+            if (changeL1) {
+                S1.writeLong(component(curr, positions[1]));
+                int bit1 = changeL0 ? 1 : 0;
+                B1.writeInteger(bit1);
+                advanceLevel(l1, bit1, SB1, BB1);
+            }
+
+            lastUnique = curr;
+        }
+
+        // Pad remaining ids up to the dictionary's maximum
+        long skipped = maxL0Id - currentL0;
+        padEmptyL0(skipped, l1, l2, l3);
+
+        completeAll();
+    }
+
+    private void padEmptyL0(long count, LevelState l1, LevelState l2, LevelState l3) {
+        for (long k = 0; k < count; k++) {
+            S1.writeLong(0);
+            B1.writeInteger(1);
+            advanceLevel(l1, 1, SB1, BB1);
+
+            S2.writeLong(0);
+            B2.writeInteger(1);
+            advanceLevel(l2, 1, SB2, BB2);
+
+            S3.writeLong(0);
+            B3.writeInteger(1);
+            advanceLevel(l3, 1, SB3, BB3);
+        }
+    }
+
+    private void advanceLevel(LevelState state, int bitValue, SpillBitPackedBuffer SB, SpillBitPackedBuffer BB) {
+        if (bitValue == 1) {
+            state.onesSoFar++;
+            state.onesInCurrentSuperblock++;
+        }
+        state.bitsProcessed++;
+
+        long currentSuperblock = state.bitsProcessed / SUPERBLOCKSIZE;
+        if (currentSuperblock != state.lastSuperblockWritten) {
+            SB.writeLong(state.onesSoFar);
+            state.lastSuperblockWritten = currentSuperblock;
+            state.onesInCurrentSuperblock = 0;
+        }
+
+        long currentBlock = state.bitsProcessed / BLOCKSIZE;
+        if (currentBlock != state.lastBlockWritten) {
+            BB.writeLong(state.onesInCurrentSuperblock);
+            state.lastBlockWritten = currentBlock;
+        }
+    }
+
+    private void completeAll() throws IOException {
+        B1.complete(); B2.complete(); B3.complete();
+        S1.complete(); S2.complete(); S3.complete();
+        SB1.complete(); SB2.complete(); SB3.complete();
+        BB1.complete(); BB2.complete(); BB3.complete();
+    }
+
+    /** Writes the index group, mirroring BGIndex.add() (names and order). */
+    void transferTo(StreamingHdf5Group hdt) throws IOException {
+        StreamingHdf5Group index = hdt.putGroup(type.name());
+        S1.transferTo(index, "S" + names[1]);
+        S2.transferTo(index, "S" + names[2]);
+        S3.transferTo(index, "S" + names[3]);
+        B1.transferTo(index, "B" + names[1]);
+        B2.transferTo(index, "B" + names[2]);
+        B3.transferTo(index, "B" + names[3]);
+        SB1.transferTo(index, "SB" + names[1]);
+        SB2.transferTo(index, "SB" + names[2]);
+        SB3.transferTo(index, "SB" + names[3]);
+        BB1.transferTo(index, "BB" + names[1]);
+        BB2.transferTo(index, "BB" + names[2]);
+        BB3.transferTo(index, "BB" + names[3]);
+    }
+
+    @Override
+    public void close() throws IOException {
+        B1.close(); B2.close(); B3.close();
+        S1.close(); S2.close(); S3.close();
+        SB1.close(); SB2.close(); SB3.close();
+        BB1.close(); BB2.close(); BB3.close();
+    }
+}
diff --git a/src/main/java/com/ebremer/beakgraph/huge/HugeRecords.java b/src/main/java/com/ebremer/beakgraph/huge/HugeRecords.java
new file mode 100644
index 00000000..8dc09473
--- /dev/null
+++ b/src/main/java/com/ebremer/beakgraph/huge/HugeRecords.java
@@ -0,0 +1,114 @@
+package com.ebremer.beakgraph.huge;
+
+import com.ebremer.beakgraph.core.lib.NodeComparator;
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+import java.util.Comparator;
+import org.apache.jena.graph.Node;
+
+/**
+ * Record types flowing through the huge writer's spill files, with their
+ * codecs and orderings.
+ *
+ * <p>{@code TermRow} carries one quad component (a term) plus the row number of
+ * its quad; sorted by term it drives both dictionary construction (dedup) and
+ * the sort-merge id join. {@code RowId} is the join output (row -> id), sorted
+ * back into row order. {@code IdQuad} is a fully dictionary-encoded quad; its
+ * two orderings are exactly the {@link com.ebremer.beakgraph.hdf5.Index}
+ * comparators, because dictionary ids are rank-assigned from the same
+ * {@link NodeComparator} order the RAM writer sorts quads with - numeric id
+ * order and term order agree component-wise.
+ *
+ * @author Erich Bremer
+ */
+final class HugeRecords {
+
+    private HugeRecords() {}
+
+    record TermRow(Node term, long row) {}
+
+    record RowId(long row, long id) {}
+
+    record IdQuad(long g, long s, long p, long o) {}
+
+    /** Term order only; equal terms may interleave rows arbitrarily (the join maps them to one id). */
+    static final Comparator<TermRow> TERM_ORDER =
+            (a, b) -> NodeComparator.INSTANCE.compare(a.term(), b.term());
+
+    static final Comparator<RowId> ROW_ORDER = Comparator.comparingLong(RowId::row);
+
+    static final Comparator<IdQuad> GSPO_ORDER = Comparator
+            .comparingLong(IdQuad::g)
+            .thenComparingLong(IdQuad::s)
+            .thenComparingLong(IdQuad::p)
+            .thenComparingLong(IdQuad::o);
+
+    static final Comparator<IdQuad> GPOS_ORDER = Comparator
+            .comparingLong(IdQuad::g)
+            .thenComparingLong(IdQuad::p)
+            .thenComparingLong(IdQuad::o)
+            .thenComparingLong(IdQuad::s);
+
+    static final ExternalSorter.Codec<TermRow> TERM_ROW_CODEC = new ExternalSorter.Codec<>() {
+        @Override
+        public void write(DataOutput out, TermRow record) throws IOException {
+            NodeCodec.writeNode(out, record.term());
+            HugeIO.writeVarLong(out, record.row());
+        }
+
+        @Override
+        public TermRow read(DataInput in) throws IOException {
+            Node term = NodeCodec.readNode(in);
+            long row = HugeIO.readVarLong(in);
+            return new TermRow(term, row);
+        }
+    };
+
+    static final ExternalSorter.Codec<RowId> ROW_ID_CODEC = new ExternalSorter.Codec<>() {
+        @Override
+        public void write(DataOutput out, RowId record) throws IOException {
+            HugeIO.writeVarLong(out, record.row());
+            HugeIO.writeVarLong(out, record.id());
+        }
+
+        @Override
+        public RowId read(DataInput in) throws IOException {
+            long row = HugeIO.readVarLong(in);
+            long id = HugeIO.readVarLong(in);
+            return new RowId(row, id);
+        }
+    };
+
+    /** Bare non-negative longs (the per-row predicate temp/final id files). */
+    static final ExternalSorter.Codec<Long> VAR_LONG_CODEC = new ExternalSorter.Codec<>() {
+        @Override
+        public void write(DataOutput out, Long record) throws IOException {
+            HugeIO.writeVarLong(out, record);
+        }
+
+        @Override
+        public Long read(DataInput in) throws IOException {
+            return HugeIO.readVarLong(in);
+        }
+    };
+
+    static final ExternalSorter.Codec<IdQuad> ID_QUAD_CODEC = new ExternalSorter.Codec<>() {
+        @Override
+        public void write(DataOutput out, IdQuad record) throws IOException {
+            HugeIO.writeVarLong(out, record.g());
+            HugeIO.writeVarLong(out, record.s());
+            HugeIO.writeVarLong(out, record.p());
+            HugeIO.writeVarLong(out, record.o());
+        }
+
+        @Override
+        public IdQuad read(DataInput in) throws IOException {
+            long g = HugeIO.readVarLong(in);
+            long s = HugeIO.readVarLong(in);
+            long p = HugeIO.readVarLong(in);
+            long o = HugeIO.readVarLong(in);
+            return new IdQuad(g, s, p, o);
+        }
+    };
+}
diff --git a/src/main/java/com/ebremer/beakgraph/huge/NativeHdf5File.java b/src/main/java/com/ebremer/beakgraph/huge/NativeHdf5File.java
new file mode 100644
index 00000000..74360caa
--- /dev/null
+++ b/src/main/java/com/ebremer/beakgraph/huge/NativeHdf5File.java
@@ -0,0 +1,282 @@
+package com.ebremer.beakgraph.huge;
+
+import hdf.hdf5lib.H5;
+import hdf.hdf5lib.HDF5Constants;
+import java.io.IOException;
+import java.nio.file.Path;
+import java.util.ArrayDeque;
+import java.util.Arrays;
+import java.util.Deque;
+
+/**
+ * {@link StreamingHdf5File} backed by the HDF Group's native HDF5 library
+ * (https://github.com/HDFGroup/hdf5) through the official {@code hdf.hdf5lib}
+ * Java API. This is the only backend that can write a dataset piecewise today;
+ * jHDF's writer needs the whole dataset in memory.
+ *
+ * <p>This class is written against the official {@code hdf.hdf5lib.H5} API and
+ * is binding-agnostic: which jar supplies that API is a build-time choice (the
+ * {@code hdf5-backend-*} profiles in the POM). The default is the JavaCPP
+ * preset ({@code org.bytedeco:hdf5-platform}), which bundles the classes AND
+ * the native library for the common platforms - nothing to install. Building
+ * with {@code -Dhdf5.ffm} swaps in the HDF Group's own
+ * {@code org.hdfgroup:hdf5-java-ffm} bindings (HDF5 2.1.x, Java 25 FFM, no
+ * JNI), which come from GitHub Packages (authenticated) and require a system
+ * HDF5 install; see the profile comments in pom.xml. The two provide identical
+ * class names, so they are mutually exclusive on the classpath - this is a
+ * dependency swap, not a runtime switch.
+ *
+ * <p>Reader compatibility (see {@link StreamingHdf5File}): datasets are created
+ * with a fixed 1-D dataspace and the library-default CONTIGUOUS layout, then
+ * filled by sequential hyperslab {@code H5Dwrite} calls; attributes are scalar
+ * {@code H5T_STD_I32LE} / {@code H5T_STD_I64LE}. jHDF maps these to
+ * {@code ContiguousDataset} and {@link Integer}/{@link Long} attribute values,
+ * exactly what the existing BeakGraph readers expect.
+ *
+ * <p>Not thread-safe; the huge writer drives it from a single thread.
+ *
+ * @author Erich Bremer
+ */
+public final class NativeHdf5File implements StreamingHdf5File {
+
+    private static volatile Throwable unavailableCause;
+
+    private final long fileId;
+    private final NativeGroup root;
+    // Every open native handle (groups, datasets) is tracked so close() can
+    // release them all before H5Fclose even if a caller leaked one.
+    private final Deque<Runnable> openHandles = new ArrayDeque<>();
+    private boolean closed = false;
+
+    private NativeHdf5File(long fileId) {
+        this.fileId = fileId;
+        this.root = new NativeGroup(fileId, "/", false);
+    }
+
+    /**
+     * True when the native HDF5 library can be loaded on this platform. Tests
+     * use this to skip rather than fail where no natives exist.
+     */
+    public static boolean isAvailable() {
+        try {
+            H5.loadH5Lib();
+            H5.H5open();
+            return true;
+        } catch (Throwable t) {
+            unavailableCause = t;
+            return false;
+        }
+    }
+
+    /** The reason {@link #isAvailable()} answered false, if it did. */
+    public static Throwable getUnavailableCause() {
+        return unavailableCause;
+    }
+
+    /** Creates a new HDF5 file at {@code path}, truncating any existing file. */
+    public static NativeHdf5File create(Path path) throws IOException {
+        try {
+            H5.loadH5Lib();
+        } catch (Throwable t) {
+            throw new IOException(
+                "Native HDF5 library unavailable (needed by the huge writer backend). "
+              + "Ensure org.bytedeco:hdf5-platform natives are on the classpath for this platform.", t);
+        }
+        try {
+            long fid = H5.H5Fcreate(path.toString(), HDF5Constants.H5F_ACC_TRUNC,
+                    HDF5Constants.H5P_DEFAULT, HDF5Constants.H5P_DEFAULT);
+            return new NativeHdf5File(fid);
+        } catch (Exception e) {
+            throw new IOException("H5Fcreate failed for " + path, e);
+        }
+    }
+
+    @Override
+    public StreamingHdf5Group rootGroup() {
+        return root;
+    }
+
+    @Override
+    public void close() throws IOException {
+        if (closed) return;
+        closed = true;
+        // Release children before the file: HDF5 keeps a file alive while any
+        // object handle in it is open, and a leaked handle would strand the file.
+        while (!openHandles.isEmpty()) {
+            openHandles.pop().run();
+        }
+        try {
+            H5.H5Fclose(fileId);
+        } catch (Exception e) {
+            throw new IOException("H5Fclose failed", e);
+        }
+    }
+
+    private static void quietly(Runnable r) {
+        try { r.run(); } catch (RuntimeException ignored) {}
+    }
+
+    /** Scalar int attribute: file type I32LE, so jHDF reads an Integer. */
+    private static void writeIntAttribute(long objId, String name, int value) throws IOException {
+        try {
+            long space = H5.H5Screate(HDF5Constants.H5S_SCALAR);
+            try {
+                long attr = H5.H5Acreate(objId, name, HDF5Constants.H5T_STD_I32LE, space,
+                        HDF5Constants.H5P_DEFAULT, HDF5Constants.H5P_DEFAULT);
+                try {
+                    H5.H5Awrite_int(attr, HDF5Constants.H5T_NATIVE_INT, new int[]{value});
+                } finally {
+                    H5.H5Aclose(attr);
+                }
+            } finally {
+                H5.H5Sclose(space);
+            }
+        } catch (Exception e) {
+            throw new IOException("Failed to write int attribute '" + name + "'", e);
+        }
+    }
+
+    /** Scalar long attribute: file type I64LE, so jHDF reads a Long. */
+    private static void writeLongAttribute(long objId, String name, long value) throws IOException {
+        try {
+            long space = H5.H5Screate(HDF5Constants.H5S_SCALAR);
+            try {
+                long attr = H5.H5Acreate(objId, name, HDF5Constants.H5T_STD_I64LE, space,
+                        HDF5Constants.H5P_DEFAULT, HDF5Constants.H5P_DEFAULT);
+                try {
+                    H5.H5Awrite_long(attr, HDF5Constants.H5T_NATIVE_INT64, new long[]{value});
+                } finally {
+                    H5.H5Aclose(attr);
+                }
+            } finally {
+                H5.H5Sclose(space);
+            }
+        } catch (Exception e) {
+            throw new IOException("Failed to write long attribute '" + name + "'", e);
+        }
+    }
+
+    private final class NativeGroup implements StreamingHdf5Group {
+        private final long groupId;
+        private final boolean ownsHandle;
+
+        NativeGroup(long groupId, String name, boolean ownsHandle) {
+            this.groupId = groupId;
+            this.ownsHandle = ownsHandle;
+        }
+
+        @Override
+        public StreamingHdf5Group putGroup(String name) throws IOException {
+            try {
+                long gid = H5.H5Gcreate(groupId, name, HDF5Constants.H5P_DEFAULT,
+                        HDF5Constants.H5P_DEFAULT, HDF5Constants.H5P_DEFAULT);
+                NativeGroup g = new NativeGroup(gid, name, true);
+                openHandles.push(() -> quietly(() -> {
+                    try { H5.H5Gclose(gid); } catch (Exception e) { throw new RuntimeException(e); }
+                }));
+                return g;
+            } catch (Exception e) {
+                throw new IOException("H5Gcreate failed for group '" + name + "'", e);
+            }
+        }
+
+        @Override
+        public void putAttribute(String name, int value) throws IOException {
+            writeIntAttribute(groupId, name, value);
+        }
+
+        @Override
+        public void putAttribute(String name, long value) throws IOException {
+            writeLongAttribute(groupId, name, value);
+        }
+
+        @Override
+        public StreamingHdf5Dataset createByteDataset(String name, long length) throws IOException {
+            if (length <= 0) {
+                // The RAM writer never emits empty datasets (BitPacked/DataOutput
+                // buffers skip them), and jHDF's getBuffer() cannot map one.
+                throw new IOException("Refusing to create empty dataset '" + name + "'");
+            }
+            try {
+                long space = H5.H5Screate_simple(1, new long[]{length}, null);
+                long dset = H5.H5Dcreate(groupId, name, HDF5Constants.H5T_STD_I8LE, space,
+                        HDF5Constants.H5P_DEFAULT, HDF5Constants.H5P_DEFAULT, HDF5Constants.H5P_DEFAULT);
+                NativeDataset d = new NativeDataset(dset, space, name, length);
+                openHandles.push(() -> quietly(d::releaseHandles));
+                return d;
+            } catch (Exception e) {
+                throw new IOException("H5Dcreate failed for dataset '" + name + "'", e);
+            }
+        }
+    }
+
+    private static final class NativeDataset implements StreamingHdf5Dataset {
+        private final long datasetId;
+        private final long fileSpaceId;
+        private final String name;
+        private final long length;
+        private long position = 0;
+        private boolean released = false;
+
+        NativeDataset(long datasetId, long fileSpaceId, String name, long length) {
+            this.datasetId = datasetId;
+            this.fileSpaceId = fileSpaceId;
+            this.name = name;
+            this.length = length;
+        }
+
+        @Override
+        public void write(byte[] buf, int off, int len) throws IOException {
+            if (len == 0) return;
+            if (position + len > length) {
+                throw new IOException("Dataset '" + name + "' overflow: " + (position + len)
+                        + " > declared length " + length);
+            }
+            // H5Dwrite reads elements from the START of the Java array, so a
+            // non-zero offset needs a compact copy of just the slice.
+            byte[] data = (off == 0) ? buf : Arrays.copyOfRange(buf, off, off + len);
+            try {
+                H5.H5Sselect_hyperslab(fileSpaceId, HDF5Constants.H5S_SELECT_SET,
+                        new long[]{position}, null, new long[]{len}, null);
+                long memSpace = H5.H5Screate_simple(1, new long[]{len}, null);
+                try {
+                    H5.H5Dwrite(datasetId, HDF5Constants.H5T_NATIVE_INT8, memSpace, fileSpaceId,
+                            HDF5Constants.H5P_DEFAULT, data);
+                } finally {
+                    H5.H5Sclose(memSpace);
+                }
+            } catch (Exception e) {
+                throw new IOException("H5Dwrite failed for dataset '" + name + "' at offset " + position, e);
+            }
+            position += len;
+        }
+
+        @Override
+        public void putAttribute(String name, int value) throws IOException {
+            writeIntAttribute(datasetId, name, value);
+        }
+
+        @Override
+        public void putAttribute(String name, long value) throws IOException {
+            writeLongAttribute(datasetId, name, value);
+        }
+
+        @Override
+        public void close() throws IOException {
+            if (released) return;
+            boolean complete = (position == length);
+            releaseHandles();
+            if (!complete) {
+                throw new IOException("Dataset '" + name + "' closed after " + position
+                        + " of " + length + " bytes - refusing to leave undefined data");
+            }
+        }
+
+        private void releaseHandles() {
+            if (released) return;
+            released = true;
+            try { H5.H5Sclose(fileSpaceId); } catch (Exception ignored) {}
+            try { H5.H5Dclose(datasetId); } catch (Exception ignored) {}
+        }
+    }
+}
diff --git a/src/main/java/com/ebremer/beakgraph/huge/NodeCodec.java b/src/main/java/com/ebremer/beakgraph/huge/NodeCodec.java
new file mode 100644
index 00000000..a7309d8a
--- /dev/null
+++ b/src/main/java/com/ebremer/beakgraph/huge/NodeCodec.java
@@ -0,0 +1,105 @@
+package com.ebremer.beakgraph.huge;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+import java.nio.charset.StandardCharsets;
+import org.apache.jena.datatypes.TypeMapper;
+import org.apache.jena.graph.Node;
+import org.apache.jena.graph.NodeFactory;
+
+/**
+ * Compact, exact round-trip serialization of RDF terms for the spill files.
+ * Term identity is preserved: URIs and blank node labels verbatim; literals as
+ * lexical form + datatype URI (or + language tag), reconstructed through the
+ * same {@code TypeMapper} path the HDF5 readers use, so a deserialized node is
+ * {@code equals()} to - and {@code NodeComparator}-orders identically to - the
+ * parsed original.
+ *
+ * <p>Node kinds the BeakGraph format cannot store (RDF-star triple terms,
+ * variables) fail loudly here, matching the RAM writer's ProcessQuad guards.
+ *
+ * @author Erich Bremer
+ */
+final class NodeCodec implements ExternalSorter.Codec<Node> {
+
+    static final NodeCodec INSTANCE = new NodeCodec();
+
+    private static final TypeMapper TM = TypeMapper.getInstance();
+    private static final byte T_URI = 0;
+    private static final byte T_BNODE = 1;
+    private static final byte T_LITERAL_DT = 2;
+    private static final byte T_LITERAL_LANG = 3;
+
+    private NodeCodec() {}
+
+    @Override
+    public void write(DataOutput out, Node n) throws IOException {
+        writeNode(out, n);
+    }
+
+    @Override
+    public Node read(DataInput in) throws IOException {
+        return readNode(in);
+    }
+
+    static void writeNode(DataOutput out, Node n) throws IOException {
+        if (n.isURI()) {
+            out.writeByte(T_URI);
+            writeString(out, n.getURI());
+        } else if (n.isBlank()) {
+            out.writeByte(T_BNODE);
+            writeString(out, n.getBlankNodeLabel());
+        } else if (n.isLiteral()) {
+            String lang = n.getLiteralLanguage();
+            if (lang != null && !lang.isEmpty()) {
+                out.writeByte(T_LITERAL_LANG);
+                writeString(out, n.getLiteralLexicalForm());
+                writeString(out, lang);
+            } else {
+                out.writeByte(T_LITERAL_DT);
+                writeString(out, n.getLiteralLexicalForm());
+                writeString(out, n.getLiteralDatatypeURI());
+            }
+        } else {
+            // Same stance as ProcessQuad: a node kind the store cannot represent
+            // must abort the build, not silently skew it.
+            throw new IllegalStateException("Unsupported node kind in huge writer spill: " + n);
+        }
+    }
+
+    static Node readNode(DataInput in) throws IOException {
+        byte tag = in.readByte();
+        return switch (tag) {
+            case T_URI -> NodeFactory.createURI(readString(in));
+            case T_BNODE -> NodeFactory.createBlankNode(readString(in));
+            case T_LITERAL_DT -> {
+                String lex = readString(in);
+                String dt = readString(in);
+                yield NodeFactory.createLiteralDT(lex, TM.getSafeTypeByName(dt));
+            }
+            case T_LITERAL_LANG -> {
+                String lex = readString(in);
+                String lang = readString(in);
+                yield NodeFactory.createLiteralLang(lex, lang);
+            }
+            default -> throw new IOException("Corrupt spill record: unknown node tag " + tag);
+        };
+    }
+
+    static void writeString(DataOutput out, String s) throws IOException {
+        // Explicit varint + UTF-8 bytes: DataOutput.writeUTF caps at 65535 bytes,
+        // far too small for WKT literals.
+        byte[] bytes = s.getBytes(StandardCharsets.UTF_8);
+        HugeIO.writeVarLong(out, bytes.length);
+        out.write(bytes);
+    }
+
+    static String readString(DataInput in) throws IOException {
+        long len = HugeIO.readVarLong(in);
+        if (len < 0 || len > Integer.MAX_VALUE - 8) {
+            throw new IOException("Corrupt spill record: string length " + len);
+        }
+        return new String(HugeIO.readBytes(in, (int) len), StandardCharsets.UTF_8);
+    }
+}
diff --git a/src/main/java/com/ebremer/beakgraph/huge/RecordFile.java b/src/main/java/com/ebremer/beakgraph/huge/RecordFile.java
new file mode 100644
index 00000000..8d2f8b8a
--- /dev/null
+++ b/src/main/java/com/ebremer/beakgraph/huge/RecordFile.java
@@ -0,0 +1,123 @@
+package com.ebremer.beakgraph.huge;
+
+import java.io.BufferedInputStream;
+import java.io.BufferedOutputStream;
+import java.io.DataInputStream;
+import java.io.DataOutputStream;
+import java.io.EOFException;
+import java.io.IOException;
+import java.io.UncheckedIOException;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.util.NoSuchElementException;
+
+/**
+ * A flat temp file of codec-encoded records that is written once and can be
+ * streamed any number of times. The huge writer materializes each sorted
+ * column / dictionary stream this way because several later phases re-read it
+ * (dedup count, dictionary encode, id join) - an {@link ExternalSorter} stream
+ * is single-shot.
+ *
+ * @author Erich Bremer
+ */
+final class RecordFile<T> {
+
+    private final Path path;
+    private final ExternalSorter.Codec<T> codec;
+    private DataOutputStream out;
+    private long count = 0;
+    private boolean finished = false;
+
+    RecordFile(Path path, ExternalSorter.Codec<T> codec) {
+        this.path = path;
+        this.codec = codec;
+    }
+
+    void append(T record) throws IOException {
+        if (finished) {
+            throw new IllegalStateException("RecordFile already finished: " + path);
+        }
+        if (out == null) {
+            out = new DataOutputStream(new BufferedOutputStream(Files.newOutputStream(path), 1 << 16));
+        }
+        codec.write(out, record);
+        count++;
+    }
+
+    void finish() throws IOException {
+        if (finished) return;
+        finished = true;
+        if (out != null) {
+            out.close();
+            out = null;
+        } else {
+            // Zero records: create the empty file so readers see a valid stream.
+            Files.deleteIfExists(path);
+            Files.createFile(path);
+        }
+    }
+
+    long count() {
+        return count;
+    }
+
+    /** A fresh sequential stream over all records; close it when done. */
+    ExternalSorter.SortedStream<T> read() throws IOException {
+        if (!finished) {
+            throw new IllegalStateException("RecordFile not finished: " + path);
+        }
+        DataInputStream in = new DataInputStream(
+                new BufferedInputStream(Files.newInputStream(path), 1 << 16));
+        return new ExternalSorter.SortedStream<T>() {
+            private T head = advance();
+            private boolean closed = false;
+
+            private T advance() {
+                try {
+                    return codec.read(in);
+                } catch (EOFException eof) {
+                    closeStream();
+                    return null;
+                } catch (IOException e) {
+                    closeStream();
+                    throw new UncheckedIOException("Failed reading " + path, e);
+                }
+            }
+
+            private void closeStream() {
+                if (!closed) {
+                    closed = true;
+                    try { in.close(); } catch (IOException ignored) {}
+                }
+            }
+
+            @Override
+            public boolean hasNext() {
+                return head != null;
+            }
+
+            @Override
+            public T next() {
+                if (head == null) throw new NoSuchElementException();
+                T result = head;
+                head = advance();
+                return result;
+            }
+
+            @Override
+            public void close() {
+                closeStream();
+            }
+        };
+    }
+
+    void delete() {
+        try {
+            if (out != null) {
+                out.close();
+                out = null;
+            }
+            Files.deleteIfExists(path);
+        } catch (IOException ignored) {}
+    }
+}
diff --git a/src/main/java/com/ebremer/beakgraph/huge/SpatialAugmenter.java b/src/main/java/com/ebremer/beakgraph/huge/SpatialAugmenter.java
new file mode 100644
index 00000000..7b847137
--- /dev/null
+++ b/src/main/java/com/ebremer/beakgraph/huge/SpatialAugmenter.java
@@ -0,0 +1,198 @@
+package com.ebremer.beakgraph.huge;
+
+import com.ebremer.beakgraph.Params;
+import com.ebremer.beakgraph.features.MajorMinor;
+import com.ebremer.beakgraph.features.pyradiomics.Gen2DFeatures;
+import static com.ebremer.beakgraph.hdf5.writers.PositionalDictionaryWriterBuilder.HILBERT_CELL_NS;
+import static com.ebremer.beakgraph.hdf5.writers.PositionalDictionaryWriterBuilder.MAX_INDEX_CELLS;
+import static com.ebremer.beakgraph.hdf5.writers.PositionalDictionaryWriterBuilder.MAX_INDEX_SCALE;
+import com.ebremer.beakgraph.utils.ImageTools;
+import com.ebremer.halcyon.hilbert.HilbertSpace;
+import com.ebremer.halcyon.hilbert.PolygonScaler;
+import com.ebremer.halcyon.hilbert.WKTDatatype;
+import com.ebremer.ns.GEO;
+import java.util.ArrayList;
+import java.util.HashSet;
+import java.util.List;
+import org.apache.jena.graph.Node;
+import org.apache.jena.graph.NodeFactory;
+import org.apache.jena.sparql.core.Quad;
+import org.locationtech.jts.geom.Envelope;
+import org.locationtech.jts.geom.Geometry;
+import org.locationtech.jts.geom.GeometryFactory;
+import org.locationtech.jts.geom.Polygon;
+import org.locationtech.jts.geom.Polygonal;
+import org.locationtech.jts.io.WKTReader;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+/**
+ * Spatial index + derived-feature quad generation for the huge writer: a
+ * faithful port of the spatial half of
+ * {@link com.ebremer.beakgraph.hdf5.writers.PositionalDictionaryWriterBuilder}
+ * (addSpatial / addSpatialScales / addSpatialIndexCells / generateGridURNs /
+ * addFeatures), sharing that class's public tuning constants so the two writers
+ * index geometry identically. Stateless and thread-safe: instances of the JTS
+ * readers/factories are created per call, matching the original.
+ *
+ * @author Erich Bremer
+ */
+final class SpatialAugmenter {
+
+    private static final Logger logger = LoggerFactory.getLogger(SpatialAugmenter.class);
+
+    /** hal:asWKT0..14, generated instead of hand-enumerated (same URIs as the RAM writer). */
+    private static final Node[] asWKT = new Node[15];
+    static {
+        for (int i = 0; i < asWKT.length; i++) {
+            asWKT[i] = NodeFactory.createURI("https://halcyon.is/ns/asWKT" + i);
+        }
+    }
+
+    private final boolean features;
+
+    SpatialAugmenter(boolean features) {
+        this.features = features;
+    }
+
+    static boolean isGeoLiteral(Quad quad) {
+        Node o = quad.getObject();
+        return o.isLiteral() && GEO.wktLiteral.getURI().equals(o.getLiteralDatatypeURI());
+    }
+
+    /**
+     * Generates all derived quads for one geometry-carrying quad. A bad
+     * geometry never aborts the build - it is logged and skipped, exactly like
+     * the RAM writer.
+     */
+    ArrayList<Quad> addSpatial(Quad quad) {
+        final ArrayList<Quad> qqq = new ArrayList<>();
+        String wkt = ImageTools.stripCrs(quad.getObject().getLiteralLexicalForm());
+        if (features) {
+            try {
+                addFeatures(qqq, quad, wkt);
+            } catch (Exception ex) {
+                logger.warn("Failed to generate features for {}: {}", quad.getSubject(), ex.toString());
+            }
+        }
+        try {
+            Geometry g = new WKTReader().read(wkt);
+            if (g.isEmpty()) {
+                return qqq;
+            }
+            // Index EVERY polygonal part, and every non-areal member via its
+            // expanded envelope (see the RAM writer for the full rationale).
+            List<Polygon> parts = new ArrayList<>(ImageTools.wktToPolygons(wkt));
+            GeometryFactory gf = new GeometryFactory();
+            for (int i = 0; i < g.getNumGeometries(); i++) {
+                Geometry member = g.getGeometryN(i);
+                if (!(member instanceof Polygonal) && !member.isEmpty()) {
+                    Envelope env = member.getEnvelopeInternal();
+                    env.expandBy(0.5);
+                    parts.add((Polygon) gf.toGeometry(env));
+                }
+            }
+            for (Polygon part : parts) {
+                addSpatialIndexCells(qqq, quad, part);
+                addSpatialScales(qqq, quad, wkt, PolygonScaler.toPolygons(part));
+            }
+        } catch (Exception ex) {
+            logger.warn("Skipping spatial indexing for {}: {} ({})",
+                    quad.getSubject(), ex.toString(), abbrevWkt(wkt));
+        }
+        return qqq;
+    }
+
+    private void addSpatialScales(ArrayList<Quad> qqq, Quad quad, String wkt, Polygon[] scales) {
+        if (scales == null) {
+            return;
+        }
+        final String[] wktScales = PolygonScaler.toWKT(scales);
+        for (int s = 0; s < Math.min(scales.length, asWKT.length); s++) {
+            List<Node> tiles = generateGridURNs(scales[s], s);
+            try {
+                for (int ii = 0; ii < tiles.size(); ii++) {
+                    qqq.add(Quad.create(tiles.get(ii), quad.getSubject(), asWKT[s],
+                            NodeFactory.createLiteralDT(wktScales[s], WKTDatatype.INSTANCE)));
+                }
+            } catch (Exception ex) {
+                logger.error("Failed to add spatial tile quads for {}", abbrevWkt(wkt), ex);
+            }
+            try {
+                qqq.add(Quad.create(Params.SPATIAL, quad.getSubject(), asWKT[s],
+                        NodeFactory.createLiteralDT(wktScales[s], WKTDatatype.INSTANCE)));
+            } catch (Exception ex) {
+                logger.error("Failed to add scaled WKT quad for {}", abbrevWkt(wkt), ex);
+            }
+        }
+    }
+
+    private void addSpatialIndexCells(ArrayList<Quad> qqq, Quad quad, Polygon part) {
+        Envelope env = part.getEnvelopeInternal();
+        long minX = HilbertSpace.clampToDomain((long) Math.floor(env.getMinX()));
+        long maxX = HilbertSpace.clampToDomain((long) Math.floor(env.getMaxX()));
+        long minY = HilbertSpace.clampToDomain((long) Math.floor(env.getMinY()));
+        long maxY = HilbertSpace.clampToDomain((long) Math.floor(env.getMaxY()));
+        int s = 0;
+        while (s < MAX_INDEX_SCALE && cellCount(minX, maxX, minY, maxY, s) > MAX_INDEX_CELLS) {
+            s++;
+        }
+        long cell = 1L << s;
+        Node pred = NodeFactory.createURI(HILBERT_CELL_NS + s);
+        HashSet<Long> cells = new HashSet<>();
+        for (long x = Math.floorDiv(minX, cell); x <= Math.floorDiv(maxX, cell); x++) {
+            for (long y = Math.floorDiv(minY, cell); y <= Math.floorDiv(maxY, cell); y++) {
+                cells.add(HilbertSpace.hc.index(new long[]{x, y}));
+            }
+        }
+        for (Long c : cells) {
+            qqq.add(Quad.create(Params.SPATIAL, quad.getSubject(), pred,
+                    NodeFactory.createLiteralByValue((long) c)));
+        }
+    }
+
+    private static long cellCount(long minX, long maxX, long minY, long maxY, int s) {
+        long cell = 1L << s;
+        long nx = Math.floorDiv(maxX, cell) - Math.floorDiv(minX, cell) + 1;
+        long ny = Math.floorDiv(maxY, cell) - Math.floorDiv(minY, cell) + 1;
+        return nx * ny;
+    }
+
+    private List<Node> generateGridURNs(Polygon polygon, int resolutionLevel) {
+        List<Node> intersectingURNs = new ArrayList<>();
+        Envelope env = polygon.getEnvelopeInternal();
+        double cellSize = Params.GRIDTILESIZE;
+        long minTileX = (long) Math.floor(env.getMinX() / cellSize);
+        long maxTileX = (long) Math.floor(env.getMaxX() / cellSize);
+        long minTileY = (long) Math.floor(env.getMinY() / cellSize);
+        long maxTileY = (long) Math.floor(env.getMaxY() / cellSize);
+        GeometryFactory gf = polygon.getFactory();
+        for (long x = minTileX; x <= maxTileX; x++) {
+            double tileMinX = x * cellSize;
+            double tileMaxX = tileMinX + cellSize;
+            for (long y = minTileY; y <= maxTileY; y++) {
+                double tileMinY = y * cellSize;
+                double tileMaxY = tileMinY + cellSize;
+                Envelope tileEnv = new Envelope(tileMinX, tileMaxX, tileMinY, tileMaxY);
+                if (env.intersects(tileEnv)) {
+                    Polygon tilePoly = (Polygon) gf.toGeometry(tileEnv);
+                    if (polygon.intersects(tilePoly)) {
+                        intersectingURNs.add(NodeFactory.createURI(
+                                String.format("urn:x-beakgraph:grid:%d:%d:%d", resolutionLevel, x, y)));
+                    }
+                }
+            }
+        }
+        return intersectingURNs;
+    }
+
+    private void addFeatures(ArrayList<Quad> qqq, Quad quad, String wkt) {
+        Node geo = quad.getSubject();
+        Gen2DFeatures.generate(qqq, geo, wkt);
+        MajorMinor.add(qqq, geo, wkt);
+    }
+
+    private static String abbrevWkt(String wkt) {
+        return (wkt != null && wkt.length() > 200) ? wkt.substring(0, 200) + "..." : wkt;
+    }
+}
diff --git a/src/main/java/com/ebremer/beakgraph/huge/SpillBitPackedBuffer.java b/src/main/java/com/ebremer/beakgraph/huge/SpillBitPackedBuffer.java
new file mode 100644
index 00000000..cbffc024
--- /dev/null
+++ b/src/main/java/com/ebremer/beakgraph/huge/SpillBitPackedBuffer.java
@@ -0,0 +1,127 @@
+package com.ebremer.beakgraph.huge;
+
+import java.io.BufferedOutputStream;
+import java.io.IOException;
+import java.io.OutputStream;
+import java.io.UncheckedIOException;
+import java.nio.file.Files;
+import java.nio.file.Path;
+
+/**
+ * Disk-backed, write-only twin of
+ * {@link com.ebremer.beakgraph.hdf5.BitPackedUnSignedLongBuffer}: identical
+ * MSB-first bit packing and identical dataset shape ({@code width} /
+ * {@code numEntries} attributes), but the packed bytes accumulate in a temp
+ * file instead of a {@code ByteArrayOutputStream}, so the buffer size is
+ * bounded by disk, not heap. Values must fit their declared width - the same
+ * silent-truncation guard as the RAM twin.
+ *
+ * @author Erich Bremer
+ */
+final class SpillBitPackedBuffer implements AutoCloseable {
+
+    private final Path file;
+    private final OutputStream out;
+    private final int bitWidth;
+    private long writeAccumulator = 0L;
+    private int writeAccumulatorCount = 0;
+    private long numEntries = 0;
+    private long bytesWritten = 0;
+    private boolean completed = false;
+
+    SpillBitPackedBuffer(Path file, int bitWidth) throws IOException {
+        // Same width envelope as the RAM buffer: the pack accumulator carries a
+        // value plus a <=7-bit sub-byte offset in one long, so 58..63 are unsafe;
+        // 64 is byte-aligned and fine.
+        boolean supported = (bitWidth >= 1 && bitWidth <= 57) || bitWidth == 64;
+        if (!supported) {
+            throw new IllegalArgumentException(
+                "Unsupported bit width: " + bitWidth + ". Supported: 1..57, or 64 (byte-aligned).");
+        }
+        this.file = file;
+        this.bitWidth = bitWidth;
+        this.out = new BufferedOutputStream(Files.newOutputStream(file), 1 << 16);
+    }
+
+    void writeInteger(int value) {
+        if (bitWidth != 32 && bitWidth != 64 && (value < 0 || value > ((1L << bitWidth) - 1))) {
+            throw new IllegalArgumentException("Value " + value + " does not fit in " + bitWidth + " bits");
+        }
+        putValue(value & ((bitWidth == 64) ? -1L : (1L << bitWidth) - 1));
+        numEntries++;
+    }
+
+    void writeLong(long value) {
+        if (bitWidth != 64 && (value < 0 || value > ((1L << bitWidth) - 1))) {
+            throw new IllegalArgumentException("Value " + value + " does not fit in " + bitWidth + " bits");
+        }
+        putValue(value & ((bitWidth == 64) ? -1L : (1L << bitWidth) - 1));
+        numEntries++;
+    }
+
+    private void putValue(long valToPack) {
+        if (completed) {
+            throw new IllegalStateException("Buffer already completed: " + file);
+        }
+        writeAccumulator = (writeAccumulator << bitWidth) | valToPack;
+        writeAccumulatorCount += bitWidth;
+        try {
+            while (writeAccumulatorCount >= 8) {
+                int shift = writeAccumulatorCount - 8;
+                out.write((byte) (writeAccumulator >>> shift));
+                bytesWritten++;
+                writeAccumulator &= (1L << shift) - 1;
+                writeAccumulatorCount -= 8;
+            }
+        } catch (IOException ex) {
+            throw new UncheckedIOException("Failed writing spill buffer " + file, ex);
+        }
+    }
+
+    /** Flushes the trailing partial byte and closes the temp file for writing. */
+    void complete() throws IOException {
+        if (completed) return;
+        completed = true;
+        if (writeAccumulatorCount > 0) {
+            out.write((byte) (writeAccumulator << (8 - writeAccumulatorCount)));
+            bytesWritten++;
+            writeAccumulator = 0;
+            writeAccumulatorCount = 0;
+        }
+        out.close();
+    }
+
+    long getNumEntries() {
+        return numEntries;
+    }
+
+    int getBitWidth() {
+        return bitWidth;
+    }
+
+    /**
+     * Streams the packed bytes into {@code group} as a dataset named
+     * {@code name} with the {@code width}/{@code numEntries} attributes, then
+     * deletes the temp file. Mirrors the RAM buffer's {@code add()}: an empty
+     * buffer writes no dataset at all.
+     */
+    void transferTo(StreamingHdf5Group group, String name) throws IOException {
+        complete();
+        if (bytesWritten == 0) {
+            Files.deleteIfExists(file);
+            return;
+        }
+        try (StreamingHdf5Dataset ds = group.createByteDataset(name, bytesWritten)) {
+            HugeIO.copyFileIntoDataset(file, ds);
+            ds.putAttribute("width", bitWidth);
+            ds.putAttribute("numEntries", numEntries);
+        }
+        Files.deleteIfExists(file);
+    }
+
+    @Override
+    public void close() throws IOException {
+        complete();
+        Files.deleteIfExists(file);
+    }
+}
diff --git a/src/main/java/com/ebremer/beakgraph/huge/SpillDataBuffer.java b/src/main/java/com/ebremer/beakgraph/huge/SpillDataBuffer.java
new file mode 100644
index 00000000..7290c9db
--- /dev/null
+++ b/src/main/java/com/ebremer/beakgraph/huge/SpillDataBuffer.java
@@ -0,0 +1,92 @@
+package com.ebremer.beakgraph.huge;
+
+import java.io.BufferedOutputStream;
+import java.io.DataOutputStream;
+import java.io.IOException;
+import java.nio.file.Files;
+import java.nio.file.Path;
+
+/**
+ * Disk-backed twin of {@link com.ebremer.beakgraph.hdf5.DataOutputBuffer}:
+ * big-endian primitive stream (via {@link DataOutputStream}, exactly like the
+ * RAM twin) accumulated in a temp file, transferred to a dataset with the
+ * {@code numEntries} attribute.
+ *
+ * @author Erich Bremer
+ */
+final class SpillDataBuffer implements AutoCloseable {
+
+    private final Path file;
+    private final DataOutputStream dos;
+    private long numEntries = 0;
+    private long bytesWritten = 0;
+    private boolean completed = false;
+
+    SpillDataBuffer(Path file) throws IOException {
+        this.file = file;
+        this.dos = new DataOutputStream(new BufferedOutputStream(Files.newOutputStream(file), 1 << 16));
+    }
+
+    void writeInt(int v) throws IOException {
+        numEntries++;
+        bytesWritten += Integer.BYTES;
+        dos.writeInt(v);
+    }
+
+    void writeLong(long v) throws IOException {
+        numEntries++;
+        bytesWritten += Long.BYTES;
+        dos.writeLong(v);
+    }
+
+    void writeFloat(float v) throws IOException {
+        numEntries++;
+        bytesWritten += Float.BYTES;
+        dos.writeFloat(v);
+    }
+
+    void writeDouble(double v) throws IOException {
+        numEntries++;
+        bytesWritten += Double.BYTES;
+        dos.writeDouble(v);
+    }
+
+    long getNumEntries() {
+        return numEntries;
+    }
+
+    void complete() throws IOException {
+        if (completed) return;
+        completed = true;
+        dos.close();
+    }
+
+    /**
+     * Streams the bytes into a dataset named {@code name} with the
+     * {@code numEntries} attribute, then deletes the temp file. An empty buffer
+     * (never produced by the writer for a dataset that is actually added, same
+     * as the RAM path) is skipped.
+     */
+    void transferTo(StreamingHdf5Group group, String name) throws IOException {
+        complete();
+        if (bytesWritten == 0) {
+            if (numEntries > 0) {
+                throw new IllegalStateException(
+                    "CRITICAL ERROR: dataset " + name + " has no bytes but numEntries is " + numEntries);
+            }
+            Files.deleteIfExists(file);
+            return;
+        }
+        try (StreamingHdf5Dataset ds = group.createByteDataset(name, bytesWritten)) {
+            HugeIO.copyFileIntoDataset(file, ds);
+            ds.putAttribute("numEntries", numEntries);
+        }
+        Files.deleteIfExists(file);
+    }
+
+    @Override
+    public void close() throws IOException {
+        complete();
+        Files.deleteIfExists(file);
+    }
+}
diff --git a/src/main/java/com/ebremer/beakgraph/huge/SpillFCDWriter.java b/src/main/java/com/ebremer/beakgraph/huge/SpillFCDWriter.java
new file mode 100644
index 00000000..66f5e4a5
--- /dev/null
+++ b/src/main/java/com/ebremer/beakgraph/huge/SpillFCDWriter.java
@@ -0,0 +1,142 @@
+package com.ebremer.beakgraph.huge;
+
+import static com.ebremer.beakgraph.Params.COMPRESSION_THRESHOLD;
+import com.ebremer.beakgraph.core.lib.VByte;
+import com.ebremer.beakgraph.utils.StringUtils;
+import java.io.BufferedOutputStream;
+import java.io.IOException;
+import java.io.OutputStream;
+import java.nio.charset.StandardCharsets;
+import java.nio.file.Files;
+import java.nio.file.Path;
+
+/**
+ * Disk-backed twin of {@link com.ebremer.beakgraph.hdf5.writers.FCDWriter}: the
+ * same front-coded block format (block heads, VByte prefix lengths, Zstd
+ * compression above {@code COMPRESSION_THRESHOLD}, surrogate-safe prefixes) and
+ * the same HDF5 group shape (stringbuffer/offsets/compressed datasets plus
+ * blockSize/numBlocks/numEntries/compression_threshold attributes), but the
+ * string buffer grows in a temp file, so dictionary size is bounded by disk.
+ *
+ * @author Erich Bremer
+ */
+final class SpillFCDWriter implements AutoCloseable {
+
+    private final String name;
+    private final int blockSize;
+    private int stringsInCurrentBlock = 0;
+    private String prevString = null;
+    private final Path stringFile;
+    private final OutputStream stringOut;
+    private long numBlocks = 0;
+    private long numEntries = 0;
+    private long position = 0;
+    private final SpillDataBuffer offsets;
+    private final SpillBitPackedBuffer compressed;
+    private final StringUtils su = new StringUtils();
+    private boolean completed = false;
+
+    SpillFCDWriter(Path workDir, String name, int blockSize) throws IOException {
+        if (blockSize < 2) {
+            // Same guard as FCDWriter: blockSize 1 never closes a block and the
+            // offsets dataset would be unreadable.
+            throw new IllegalArgumentException("FCD blockSize must be >= 2, got " + blockSize);
+        }
+        this.name = name;
+        this.blockSize = blockSize;
+        this.stringFile = workDir.resolve(name + ".fcd.strings");
+        this.stringOut = new BufferedOutputStream(Files.newOutputStream(stringFile), 1 << 16);
+        this.offsets = new SpillDataBuffer(workDir.resolve(name + ".fcd.offsets"));
+        this.compressed = new SpillBitPackedBuffer(workDir.resolve(name + ".fcd.compressed"), 1);
+    }
+
+    private void writeFragment(byte[] data) throws IOException {
+        boolean shouldCompress = data.length >= COMPRESSION_THRESHOLD;
+        byte[] finalData;
+        if (shouldCompress) {
+            // Byte-identical to FCDWriter: decode to String, Zstd-compress that.
+            finalData = su.compress(new String(data, StandardCharsets.UTF_8));
+            compressed.writeLong(1);
+        } else {
+            finalData = data;
+            compressed.writeLong(0);
+        }
+        position += VByte.encode(stringOut, finalData.length);
+        stringOut.write(finalData);
+        position += finalData.length;
+    }
+
+    void add(String item) throws IOException {
+        numEntries++;
+        if (stringsInCurrentBlock == 0) {
+            offsets.writeLong(position);
+            writeFragment(item.getBytes(StandardCharsets.UTF_8));
+            prevString = item;
+            stringsInCurrentBlock = 1;
+        } else {
+            int prefixLength = commonPrefixLength(prevString, item);
+            position += VByte.encode(stringOut, prefixLength);
+            String suffix = item.substring(prefixLength);
+            writeFragment(suffix.getBytes(StandardCharsets.UTF_8));
+            prevString = item;
+            stringsInCurrentBlock++;
+            if (stringsInCurrentBlock == blockSize) {
+                stringsInCurrentBlock = 0;
+                numBlocks++;
+            }
+        }
+    }
+
+    private int commonPrefixLength(String s1, String s2) {
+        int minLength = Math.min(s1.length(), s2.length());
+        int i = 0;
+        while (i < minLength && s1.charAt(i) == s2.charAt(i)) i++;
+        // Never split a UTF-16 surrogate pair (see FCDWriter).
+        if (i > 0 && Character.isHighSurrogate(s1.charAt(i - 1))) i--;
+        return i;
+    }
+
+    long getNumEntries() {
+        return numEntries;
+    }
+
+    private void complete() throws IOException {
+        if (completed) return;
+        completed = true;
+        stringOut.close();
+        offsets.complete();
+        compressed.complete();
+    }
+
+    /**
+     * Writes the whole dictionary as a subgroup named after this writer,
+     * mirroring {@code FCDWriter.add()} exactly (attribute set, dataset names,
+     * numBlocks accounting). Temp files are deleted afterwards.
+     */
+    void transferTo(StreamingHdf5Group parent) throws IOException {
+        complete();
+        StreamingHdf5Group strings = parent.putGroup(name);
+        strings.putAttribute("blockSize", blockSize);
+        long validBlocks = (stringsInCurrentBlock == 0 && numEntries > 0) ? numBlocks : numBlocks + 1;
+        strings.putAttribute("numBlocks", (numEntries == 0) ? 0 : validBlocks);
+        strings.putAttribute("numEntries", numEntries);
+        strings.putAttribute("compression_threshold", COMPRESSION_THRESHOLD);
+        long size = Files.size(stringFile);
+        if (size > 0) {
+            try (StreamingHdf5Dataset ds = strings.createByteDataset("stringbuffer", size)) {
+                HugeIO.copyFileIntoDataset(stringFile, ds);
+            }
+        }
+        Files.deleteIfExists(stringFile);
+        offsets.transferTo(strings, "offsets");
+        compressed.transferTo(strings, "compressed");
+    }
+
+    @Override
+    public void close() throws IOException {
+        complete();
+        Files.deleteIfExists(stringFile);
+        offsets.close();
+        compressed.close();
+    }
+}
diff --git a/src/main/java/com/ebremer/beakgraph/huge/StreamingDictionaryWriter.java b/src/main/java/com/ebremer/beakgraph/huge/StreamingDictionaryWriter.java
new file mode 100644
index 00000000..3cd26e1e
--- /dev/null
+++ b/src/main/java/com/ebremer/beakgraph/huge/StreamingDictionaryWriter.java
@@ -0,0 +1,274 @@
+package com.ebremer.beakgraph.huge;
+
+import com.ebremer.beakgraph.core.lib.DataType;
+import com.ebremer.beakgraph.core.lib.Stats;
+import com.ebremer.beakgraph.hdf5.Types;
+import static com.ebremer.beakgraph.utils.UTIL.MinBits;
+import static com.ebremer.beakgraph.utils.UTIL.isRelativeIRI;
+import java.io.IOException;
+import java.io.UncheckedIOException;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.util.HashMap;
+import java.util.Iterator;
+import java.util.Set;
+import java.util.SortedSet;
+import org.apache.jena.graph.Node;
+import org.apache.jena.vocabulary.XSD;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+/**
+ * Streaming twin of
+ * {@link com.ebremer.beakgraph.hdf5.writers.MultiTypeDictionaryWriter}: encodes
+ * an already-sorted, already-distinct node stream into the identical dictionary
+ * group layout (offsets / datatypes / typedLiterals / value stores / FCDs /
+ * langs), with every buffer disk-backed. Where the RAM writer sorts a HashSet
+ * of all nodes in memory, this writer receives the stream from an external
+ * sort-merge, so dictionary size is bounded by disk.
+ *
+ * <p>The per-node encoding logic (buffer choice, offset bookkeeping, error
+ * stance) is a line-for-line mirror of {@code MultiTypeDictionaryWriter.addNodeInternal};
+ * any change there needs a matching change here to keep the two writers
+ * producing identical files.
+ *
+ * @author Erich Bremer
+ */
+final class StreamingDictionaryWriter implements AutoCloseable {
+
+    private static final Logger logger = LoggerFactory.getLogger(StreamingDictionaryWriter.class);
+    private static final int FCD_BLOCK_SIZE = 16;
+
+    private final String name;
+    private final long nodeCount;
+    private final SpillBitPackedBuffer offsets;
+    private final SpillBitPackedBuffer nativedatatypes;
+    private final SpillBitPackedBuffer typedLiterals;
+    private final SpillBitPackedBuffer integers;
+    private final SpillBitPackedBuffer longs;
+    private final SpillDataBuffer floats;
+    private final SpillDataBuffer doubles;
+    private final SpillFCDWriter iri;
+    private final SpillFCDWriter strings;
+    private final SpillFCDWriter typedLiteralsDictionary;
+    private final SpillFCDWriter langs;
+    private final SpillBitPackedBuffer langTags;
+    private final HashMap<String, Long> dataTypesLookUp = new HashMap<>();
+    private final HashMap<String, Long> langLookUp = new HashMap<>();
+    private final boolean literalsPresent;
+    private long encoded = 0;
+
+    /**
+     * @param nodeCount  the exact number of distinct nodes {@link #encode} will
+     *                   deliver; fixes the offsets bit width, exactly like the
+     *                   RAM writer's {@code builder.getNodes().size()}
+     * @param dataTypes  distinct literal datatype IRIs (natural String order),
+     *                   empty for dictionaries without literals
+     * @param langSet    distinct language tags among the literals, natural order
+     */
+    StreamingDictionaryWriter(Path workDir, String name, long nodeCount, Stats stats,
+                              Set<Types> et, SortedSet<String> dataTypes, SortedSet<String> langSet)
+            throws IOException {
+        this.name = name;
+        this.nodeCount = nodeCount;
+        logger.info("Building dictionary '{}' ({} nodes, disk-backed)", name, nodeCount);
+
+        // Per-dictionary temp subdirectory: FCD writers use their name both for
+        // temp files and for the HDF5 group they emit, so the isolation must
+        // come from the directory, not a name prefix.
+        Path dictDir = Files.createDirectories(workDir.resolve("dict." + name));
+        this.offsets = new SpillBitPackedBuffer(dictDir.resolve("offsets"), 1 + MinBits(nodeCount));
+        this.nativedatatypes = new SpillBitPackedBuffer(dictDir.resolve("datatypes"),
+                1 + MinBits(DataType.values().length));
+
+        this.integers = (!et.contains(Types.INTEGER) || (stats.numInteger == 0)) ? null
+                : new SpillBitPackedBuffer(dictDir.resolve("integers"),
+                        (stats.minInteger < 0) ? 32 : (1 + MinBits(stats.maxInteger)));
+        int longWidth = 0;
+        if (et.contains(Types.LONG) && stats.numLong > 0) {
+            longWidth = (stats.minLong < 0) ? 64 : (1 + MinBits(stats.maxLong));
+            // Same rounding as the RAM writer: the bit-packed format supports
+            // widths 1..57 and 64 only.
+            if (longWidth > 57) longWidth = 64;
+        }
+        this.longs = (longWidth == 0) ? null
+                : new SpillBitPackedBuffer(dictDir.resolve("longs"), longWidth);
+
+        this.doubles = (!et.contains(Types.DOUBLE) || (stats.numDouble == 0)) ? null
+                : new SpillDataBuffer(dictDir.resolve("doubles"));
+        this.floats = (!et.contains(Types.FLOAT) || (stats.numFloat == 0)) ? null
+                : new SpillDataBuffer(dictDir.resolve("floats"));
+
+        this.literalsPresent = et.contains(Types.DOUBLE) || et.contains(Types.FLOAT)
+                || et.contains(Types.INTEGER) || et.contains(Types.LONG) || et.contains(Types.STRING);
+        if (literalsPresent) {
+            this.typedLiteralsDictionary = new SpillFCDWriter(dictDir, "typedLiteralsDictionary", FCD_BLOCK_SIZE);
+            this.typedLiterals = new SpillBitPackedBuffer(dictDir.resolve("typedLiterals"),
+                    1 + MinBits(dataTypes.size()));
+            for (String dt : dataTypes) {
+                typedLiteralsDictionary.add(dt);
+                dataTypesLookUp.put(dt, typedLiteralsDictionary.getNumEntries());
+            }
+        } else {
+            this.typedLiteralsDictionary = null;
+            this.typedLiterals = null;
+        }
+
+        this.iri = (!et.contains(Types.IRI) || (stats.numIRI == 0)) ? null
+                : new SpillFCDWriter(dictDir, "iri", FCD_BLOCK_SIZE);
+        this.strings = (!et.contains(Types.STRING) || (stats.numStrings == 0)) ? null
+                : new SpillFCDWriter(dictDir, "strings", FCD_BLOCK_SIZE);
+
+        if (literalsPresent && !langSet.isEmpty()) {
+            this.langs = new SpillFCDWriter(dictDir, "langs", FCD_BLOCK_SIZE);
+            for (String lang : langSet) {
+                langs.add(lang);
+                langLookUp.put(lang, langs.getNumEntries()); // 1-based id
+            }
+            this.langTags = new SpillBitPackedBuffer(dictDir.resolve("langTags"),
+                    1 + MinBits(langSet.size()));
+        } else {
+            this.langs = null;
+            this.langTags = null;
+        }
+    }
+
+    /** Encodes the sorted distinct node stream; must deliver exactly {@code nodeCount} nodes. */
+    void encode(Iterator<Node> sortedDistinct) throws IOException {
+        while (sortedDistinct.hasNext()) {
+            addNodeInternal(sortedDistinct.next());
+        }
+        if (encoded != nodeCount) {
+            throw new IllegalStateException("Dictionary '" + name + "': expected " + nodeCount
+                    + " nodes but encoded " + encoded);
+        }
+        completeAll();
+    }
+
+    private void addNodeInternal(Node node) {
+        if (node.isBlank()) {
+            // Rank-based BNodes: offset 0, label regenerated from ID on read.
+            nativedatatypes.writeInteger(DataType.BNODE.ordinal());
+            offsets.writeLong(0);
+            if (literalsPresent) typedLiterals.writeLong(0);
+            if (langTags != null) langTags.writeLong(0);
+        } else if (node.isURI()) {
+            try {
+                boolean relative = isRelativeIRI(node.getURI());
+                offsets.writeLong(iri.getNumEntries());
+                nativedatatypes.writeInteger((relative ? DataType.RELATIVE_IRI : DataType.IRI).ordinal());
+                iri.add(node.getURI());
+                if (literalsPresent) typedLiterals.writeLong(0);
+                if (langTags != null) langTags.writeLong(0);
+            } catch (IOException ex) {
+                throw new UncheckedIOException("Failed to add IRI to dictionary: " + node, ex);
+            }
+        } else if (node.isLiteral()) {
+            String dt = node.getLiteralDatatypeURI();
+            long dtId = dataTypesLookUp.getOrDefault(dt, 0L);
+            if (literalsPresent) typedLiterals.writeLong(dtId);
+            if (langTags != null) {
+                String lang = node.getLiteralLanguage();
+                langTags.writeLong((lang == null || lang.isEmpty()) ? 0L : langLookUp.getOrDefault(lang, 0L));
+            }
+            Object val;
+            try {
+                val = node.getLiteralValue();
+            } catch (RuntimeException ex) {
+                val = null; // ill-typed literal: strings branch below
+            }
+            if (dt.equals(XSD.xlong.getURI()) && longs != null && val instanceof Number num) {
+                offsets.writeLong(longs.getNumEntries());
+                nativedatatypes.writeInteger(DataType.LONG.ordinal());
+                longs.writeLong(num.longValue());
+            } else if (dt.equals(XSD.xint.getURI()) && integers != null && val instanceof Number num) {
+                offsets.writeLong(integers.getNumEntries());
+                nativedatatypes.writeInteger(DataType.INTEGER.ordinal());
+                integers.writeInteger(num.intValue());
+            } else if (dt.equals(XSD.xdouble.getURI()) && doubles != null && val instanceof Number num) {
+                offsets.writeLong(doubles.getNumEntries());
+                nativedatatypes.writeInteger(DataType.DOUBLE.ordinal());
+                try {
+                    doubles.writeDouble(num.doubleValue());
+                } catch (IOException ex) {
+                    throw new UncheckedIOException("Failed to add double literal to dictionary", ex);
+                }
+            } else if (dt.equals(XSD.xfloat.getURI()) && floats != null && val instanceof Number num) {
+                offsets.writeLong(floats.getNumEntries());
+                nativedatatypes.writeInteger(DataType.FLOAT.ordinal());
+                try {
+                    floats.writeFloat(num.floatValue());
+                } catch (IOException ex) {
+                    throw new UncheckedIOException("Failed to add float literal to dictionary", ex);
+                }
+            } else if (strings != null) {
+                String lex = node.getLiteralLexicalForm();
+                offsets.writeLong(strings.getNumEntries());
+                nativedatatypes.writeInteger(DataType.STRING.ordinal());
+                try {
+                    strings.add(lex);
+                } catch (IOException ex) {
+                    throw new UncheckedIOException("Failed to add string literal to dictionary", ex);
+                }
+            } else {
+                throw new IllegalStateException(
+                    "No writer buffer for literal datatype " + dt + " (strings buffer not allocated); "
+                  + "refusing to write a misaligned dictionary entry.");
+            }
+        } else {
+            throw new IllegalStateException("Unsupported node kind in dictionary '" + name + "': " + node);
+        }
+        encoded++;
+        if (encoded % 1_000_000 == 0) {
+            logger.info("Dictionary '{}': encoded {} / {} nodes", name, encoded, nodeCount);
+        }
+    }
+
+    private void completeAll() throws IOException {
+        offsets.complete();
+        nativedatatypes.complete();
+        if (typedLiterals != null) typedLiterals.complete();
+        if (integers != null) integers.complete();
+        if (longs != null) longs.complete();
+        if (floats != null) floats.complete();
+        if (doubles != null) doubles.complete();
+        if (langTags != null) langTags.complete();
+    }
+
+    long getNumberOfNodes() {
+        return nodeCount;
+    }
+
+    /** Writes this dictionary as a subgroup, mirroring MultiTypeDictionaryWriter.add(). */
+    void transferTo(StreamingHdf5Group group) throws IOException {
+        StreamingHdf5Group subGroup = group.putGroup(name);
+        if (typedLiterals != null) typedLiterals.transferTo(subGroup, "typedLiterals");
+        offsets.transferTo(subGroup, "offsets");
+        if (typedLiteralsDictionary != null) typedLiteralsDictionary.transferTo(subGroup);
+        if (integers != null) integers.transferTo(subGroup, "integers");
+        if (longs != null) longs.transferTo(subGroup, "longs");
+        if (floats != null) floats.transferTo(subGroup, "floats");
+        if (doubles != null) doubles.transferTo(subGroup, "doubles");
+        if (iri != null && iri.getNumEntries() > 0) iri.transferTo(subGroup);
+        if (strings != null) strings.transferTo(subGroup);
+        if (langs != null && langs.getNumEntries() > 0) langs.transferTo(subGroup);
+        if (langTags != null) langTags.transferTo(subGroup, "langTags");
+        if (nativedatatypes.getNumEntries() > 0) nativedatatypes.transferTo(subGroup, "datatypes");
+    }
+
+    @Override
+    public void close() throws IOException {
+        offsets.close();
+        nativedatatypes.close();
+        if (typedLiterals != null) typedLiterals.close();
+        if (integers != null) integers.close();
+        if (longs != null) longs.close();
+        if (floats != null) floats.close();
+        if (doubles != null) doubles.close();
+        if (iri != null) iri.close();
+        if (strings != null) strings.close();
+        if (typedLiteralsDictionary != null) typedLiteralsDictionary.close();
+        if (langs != null) langs.close();
+        if (langTags != null) langTags.close();
+    }
+}
diff --git a/src/main/java/com/ebremer/beakgraph/huge/StreamingHdf5.java b/src/main/java/com/ebremer/beakgraph/huge/StreamingHdf5.java
new file mode 100644
index 00000000..72bed54d
--- /dev/null
+++ b/src/main/java/com/ebremer/beakgraph/huge/StreamingHdf5.java
@@ -0,0 +1,38 @@
+package com.ebremer.beakgraph.huge;
+
+import java.io.IOException;
+import java.nio.file.Path;
+import java.util.Objects;
+
+/**
+ * Factory for {@link StreamingHdf5File} backends.
+ *
+ * <p>The default provider is {@link NativeHdf5File} (the HDF Group's native
+ * hdf5 library, the only backend that currently supports writing datasets in
+ * chunks). A different backend - e.g. jHDF once it supports chunked/streaming
+ * writes - is installed with {@link #setProvider}.
+ *
+ * @author Erich Bremer
+ */
+public final class StreamingHdf5 {
+
+    /** Creates a new writable HDF5 file at the given path (truncating). */
+    @FunctionalInterface
+    public interface Provider {
+        StreamingHdf5File create(Path path) throws IOException;
+    }
+
+    private static volatile Provider provider = NativeHdf5File::create;
+
+    private StreamingHdf5() {}
+
+    /** Replaces the backend used for all subsequently created files. */
+    public static void setProvider(Provider p) {
+        provider = Objects.requireNonNull(p, "provider");
+    }
+
+    /** Creates a new writable HDF5 file at {@code path} using the current backend. */
+    public static StreamingHdf5File create(Path path) throws IOException {
+        return provider.create(path);
+    }
+}
diff --git a/src/main/java/com/ebremer/beakgraph/huge/StreamingHdf5Dataset.java b/src/main/java/com/ebremer/beakgraph/huge/StreamingHdf5Dataset.java
new file mode 100644
index 00000000..54358e8c
--- /dev/null
+++ b/src/main/java/com/ebremer/beakgraph/huge/StreamingHdf5Dataset.java
@@ -0,0 +1,30 @@
+package com.ebremer.beakgraph.huge;
+
+import java.io.IOException;
+
+/**
+ * A 1-D byte dataset being written incrementally. Bytes are appended strictly
+ * sequentially; the dataset must receive exactly the length declared at
+ * creation before {@link #close()} (closing an under-filled dataset is an
+ * error - it would leave undefined bytes for the readers to map).
+ *
+ * @author Erich Bremer
+ */
+public interface StreamingHdf5Dataset extends AutoCloseable {
+
+    /** Appends {@code len} bytes of {@code buf} starting at {@code off}. */
+    void write(byte[] buf, int off, int len) throws IOException;
+
+    default void write(byte[] buf) throws IOException {
+        write(buf, 0, buf.length);
+    }
+
+    /** Writes a scalar 32-bit integer attribute (jHDF reads it as Integer). */
+    void putAttribute(String name, int value) throws IOException;
+
+    /** Writes a scalar 64-bit integer attribute (jHDF reads it as Long). */
+    void putAttribute(String name, long value) throws IOException;
+
+    @Override
+    void close() throws IOException;
+}
diff --git a/src/main/java/com/ebremer/beakgraph/huge/StreamingHdf5File.java b/src/main/java/com/ebremer/beakgraph/huge/StreamingHdf5File.java
new file mode 100644
index 00000000..47ad601e
--- /dev/null
+++ b/src/main/java/com/ebremer/beakgraph/huge/StreamingHdf5File.java
@@ -0,0 +1,33 @@
+package com.ebremer.beakgraph.huge;
+
+import java.io.IOException;
+
+/**
+ * A writable HDF5 file whose datasets are populated incrementally (piece by
+ * piece) instead of from a single in-memory array.
+ *
+ * <p>This is the backend seam of the huge (disk-based) BeakGraph writer. jHDF's
+ * write API ({@code WritableHdfFile.putDataset(name, data)}) requires the whole
+ * dataset in RAM, which is exactly the limit the huge writer removes, so the
+ * default implementation is {@link NativeHdf5File}, backed by the HDF Group's
+ * native library (https://github.com/HDFGroup/hdf5) which supports writing a
+ * dataset in chunks. When jHDF gains equivalent streaming/chunked writing, a
+ * jHDF-backed implementation of these interfaces can be swapped in via
+ * {@link StreamingHdf5#setProvider} without touching any writer code.
+ *
+ * <p>Implementations MUST produce files the existing jHDF-based readers can
+ * open: 1-D 8-bit datasets with CONTIGUOUS layout (the readers cast to
+ * {@code io.jhdf.api.dataset.ContiguousDataset} and memory-map via
+ * {@code getBuffer()}), and scalar 32-bit / 64-bit integer attributes that jHDF
+ * surfaces as {@link Integer} / {@link Long}.
+ *
+ * @author Erich Bremer
+ */
+public interface StreamingHdf5File extends AutoCloseable {
+
+    /** The root group of the file. */
+    StreamingHdf5Group rootGroup();
+
+    @Override
+    void close() throws IOException;
+}
diff --git a/src/main/java/com/ebremer/beakgraph/huge/StreamingHdf5Group.java b/src/main/java/com/ebremer/beakgraph/huge/StreamingHdf5Group.java
new file mode 100644
index 00000000..72972487
--- /dev/null
+++ b/src/main/java/com/ebremer/beakgraph/huge/StreamingHdf5Group.java
@@ -0,0 +1,37 @@
+package com.ebremer.beakgraph.huge;
+
+import java.io.IOException;
+
+/**
+ * A group inside a {@link StreamingHdf5File}.
+ *
+ * <p>Attribute types are deliberately restricted to the two the BeakGraph
+ * format uses: a 32-bit integer (read back by jHDF as {@link Integer}) and a
+ * 64-bit integer (read back as {@link Long}). The existing readers cast
+ * attribute values to exactly those boxed types, so an implementation must
+ * preserve the width faithfully.
+ *
+ * @author Erich Bremer
+ */
+public interface StreamingHdf5Group {
+
+    /** Creates (and returns) a child group. */
+    StreamingHdf5Group putGroup(String name) throws IOException;
+
+    /** Writes a scalar 32-bit integer attribute (jHDF reads it as Integer). */
+    void putAttribute(String name, int value) throws IOException;
+
+    /** Writes a scalar 64-bit integer attribute (jHDF reads it as Long). */
+    void putAttribute(String name, long value) throws IOException;
+
+    /**
+     * Creates a 1-D dataset of 8-bit elements with the given total length and
+     * CONTIGUOUS layout. The returned dataset is populated by sequential
+     * {@link StreamingHdf5Dataset#write} calls and must be written completely
+     * (exactly {@code length} bytes) before it is closed.
+     *
+     * @param name   dataset name within this group
+     * @param length total number of bytes the dataset will hold; must be &gt; 0
+     */
+    StreamingHdf5Dataset createByteDataset(String name, long length) throws IOException;
+}
diff --git a/src/main/java/com/ebremer/beakgraph/huge/package-info.java b/src/main/java/com/ebremer/beakgraph/huge/package-info.java
new file mode 100644
index 00000000..79be18b0
--- /dev/null
+++ b/src/main/java/com/ebremer/beakgraph/huge/package-info.java
@@ -0,0 +1,38 @@
+/**
+ * Disk-based construction of very large BeakGraphs.
+ *
+ * <p>The RAM writers ({@code com.ebremer.beakgraph.hdf5.writers}) hold every
+ * quad, every dictionary node and every buffer in memory, which caps the size
+ * of a buildable store at the heap. This package rebuilds the same pipeline on
+ * disk:
+ *
+ * <ul>
+ *   <li>{@link com.ebremer.beakgraph.huge.HugeHDF5Writer} - the public entry
+ *       point (a {@code BeakGraphWriter}, drop-in alternative to
+ *       {@code HDF5Writer});</li>
+ *   <li>{@link com.ebremer.beakgraph.huge.HugeBuildPipeline} - parse once,
+ *       spill (term, row) columns, external-sort, merge-dedup into
+ *       dictionaries, sort-merge id joins, external-sort encoded quads for the
+ *       GSPO/GPOS indexes;</li>
+ *   <li>{@code Spill*} buffers - file-backed twins of the bit-packed /
+ *       front-coded / primitive buffers, byte-identical on disk;</li>
+ *   <li>{@link com.ebremer.beakgraph.huge.StreamingHdf5File} and friends - the
+ *       backend seam for writing HDF5 datasets incrementally. The default
+ *       backend is {@link com.ebremer.beakgraph.huge.NativeHdf5File}, the HDF
+ *       Group's native library (https://github.com/HDFGroup/hdf5) via the
+ *       official {@code hdf.hdf5lib} API - today the only implementation that
+ *       supports chunk-at-a-time writing. Which jar supplies {@code hdf.hdf5lib}
+ *       is a build-time choice: the JavaCPP preset with bundled natives by
+ *       default, or the HDF Group's Java 25 FFM bindings with
+ *       {@code -Dhdf5.ffm} (see the {@code hdf5-backend-*} profiles in
+ *       pom.xml). When jHDF (https://github.com/jamesmudd/jhdf) gains
+ *       chunked/streaming writes, a jHDF backend can be installed with
+ *       {@link com.ebremer.beakgraph.huge.StreamingHdf5#setProvider} without
+ *       touching writer code.</li>
+ * </ul>
+ *
+ * <p>Files produced here are read by the existing jHDF-based readers
+ * ({@code HDF5Reader}); datasets are CONTIGUOUS layout and attributes are
+ * scalar 32/64-bit integers, exactly as those readers require.
+ */
+package com.ebremer.beakgraph.huge;
diff --git a/src/main/java/com/ebremer/beakgraph/io/ByteBufferBytes.java b/src/main/java/com/ebremer/beakgraph/io/ByteBufferBytes.java
new file mode 100644
index 00000000..ccd8fb38
--- /dev/null
+++ b/src/main/java/com/ebremer/beakgraph/io/ByteBufferBytes.java
@@ -0,0 +1,66 @@
+package com.ebremer.beakgraph.io;
+
+import java.nio.ByteBuffer;
+import java.nio.ByteOrder;
+
+/**
+ * {@link RandomAccessBytes} over a {@link ByteBuffer} - the classic path for
+ * jHDF-mapped datasets (which are capped at 2 GiB by ByteBuffer's int
+ * indexing; larger datasets use {@link MemorySegmentBytes}).
+ *
+ * <p>The source buffer is duplicated at construction (position/limit/order of
+ * the original are never touched afterwards) and forced BIG-ENDIAN; only
+ * absolute reads are issued, so instances are safe for concurrent readers.
+ *
+ * @author Erich Bremer
+ */
+public final class ByteBufferBytes implements RandomAccessBytes {
+
+    private final ByteBuffer buffer;
+    private final long size;
+
+    public ByteBufferBytes(ByteBuffer source) {
+        // duplicate: shares content, isolates position/limit/order from the caller
+        this.buffer = source.duplicate().order(ByteOrder.BIG_ENDIAN);
+        this.size = this.buffer.limit();
+    }
+
+    private static int idx(long offset) {
+        // The wrapped buffer is < 2 GiB by construction; a larger offset is a
+        // caller bug and surfaces as the same IndexOutOfBounds the reads throw.
+        if (offset < 0 || offset > Integer.MAX_VALUE) {
+            throw new IndexOutOfBoundsException("offset " + offset);
+        }
+        return (int) offset;
+    }
+
+    @Override
+    public long size() {
+        return size;
+    }
+
+    @Override
+    public byte get(long offset) {
+        return buffer.get(idx(offset));
+    }
+
+    @Override
+    public long getLong(long offset) {
+        return buffer.getLong(idx(offset));
+    }
+
+    @Override
+    public float getFloat(long offset) {
+        return buffer.getFloat(idx(offset));
+    }
+
+    @Override
+    public double getDouble(long offset) {
+        return buffer.getDouble(idx(offset));
+    }
+
+    @Override
+    public void get(long offset, byte[] dst, int dstOffset, int length) {
+        buffer.get(idx(offset), dst, dstOffset, length);
+    }
+}
diff --git a/src/main/java/com/ebremer/beakgraph/io/DatasetBytes.java b/src/main/java/com/ebremer/beakgraph/io/DatasetBytes.java
new file mode 100644
index 00000000..24b7e45d
--- /dev/null
+++ b/src/main/java/com/ebremer/beakgraph/io/DatasetBytes.java
@@ -0,0 +1,59 @@
+package com.ebremer.beakgraph.io;
+
+import io.jhdf.api.dataset.ContiguousDataset;
+import java.io.IOException;
+import java.io.UncheckedIOException;
+import java.nio.ByteBuffer;
+
+/**
+ * Builds the {@link RandomAccessBytes} view of a jHDF contiguous dataset.
+ *
+ * <p>Datasets that fit a ByteBuffer keep today's exact path - jHDF's own
+ * mapped buffer, whose lifetime jHDF manages via {@code HdfFile.close()}.
+ * Datasets past the 2 GiB ByteBuffer ceiling (which {@code getBuffer()}
+ * cannot serve at all) are FFM-mapped directly from the underlying file at
+ * {@code dataAddress + userBlockSize} - the same file offset jHDF itself
+ * would map - with an automatic arena managing the unmap.
+ *
+ * <p>The threshold is overridable for testing and operations via the
+ * {@code beakgraph.ffm.threshold} system property (bytes; datasets strictly
+ * larger go through FFM). Setting it to 0 forces every dataset onto the FFM
+ * path.
+ *
+ * @author Erich Bremer
+ */
+public final class DatasetBytes {
+
+    /** Above this many bytes a dataset is FFM-mapped instead of using getBuffer(). */
+    private static volatile long ffmThreshold =
+            Long.getLong("beakgraph.ffm.threshold", Integer.MAX_VALUE);
+
+    private DatasetBytes() {}
+
+    /** Overrides the FFM threshold (tests); returns the previous value. */
+    static long setFfmThreshold(long thresholdBytes) {
+        long previous = ffmThreshold;
+        ffmThreshold = thresholdBytes;
+        return previous;
+    }
+
+    public static RandomAccessBytes of(ContiguousDataset dataset) {
+        long size = dataset.getSizeInBytes();
+        if (size == 0) {
+            return new ByteBufferBytes(ByteBuffer.allocate(0));
+        }
+        long address = dataset.getDataAddress();
+        if (size > ffmThreshold && address >= 0) {
+            try {
+                long fileOffset = address + dataset.getHdfFile().getUserBlockSize();
+                return MemorySegmentBytes.map(dataset.getFileAsPath(), fileOffset, size);
+            } catch (IOException e) {
+                throw new UncheckedIOException(
+                    "Failed to FFM-map dataset '" + dataset.getPath() + "' ("
+                  + size + " bytes) from " + dataset.getFileAsPath(), e);
+            }
+        }
+        // <= 2 GiB: jHDF's own mapped buffer, exactly as before.
+        return new ByteBufferBytes(dataset.getBuffer());
+    }
+}
diff --git a/src/main/java/com/ebremer/beakgraph/io/MemorySegmentBytes.java b/src/main/java/com/ebremer/beakgraph/io/MemorySegmentBytes.java
new file mode 100644
index 00000000..bd3c48fb
--- /dev/null
+++ b/src/main/java/com/ebremer/beakgraph/io/MemorySegmentBytes.java
@@ -0,0 +1,83 @@
+package com.ebremer.beakgraph.io;
+
+import java.io.IOException;
+import java.lang.foreign.Arena;
+import java.lang.foreign.MemorySegment;
+import java.lang.foreign.ValueLayout;
+import java.nio.ByteOrder;
+import java.nio.channels.FileChannel;
+import java.nio.file.Path;
+import java.nio.file.StandardOpenOption;
+
+/**
+ * {@link RandomAccessBytes} over an FFM {@link MemorySegment} - the path for
+ * datasets past ByteBuffer's 2 GiB ceiling (and, at parity performance, an
+ * alternative below it). Since JDK 22 a file region of any size can be mapped
+ * straight to a segment; absolute segment reads JIT to the same machine code
+ * as direct-ByteBuffer access.
+ *
+ * <p>Mappings use an automatic {@link Arena}: the region unmaps when the
+ * segment becomes unreachable, so no close() plumbing is needed through the
+ * reader stack (the file channel is closed immediately after mapping - the
+ * mapping survives it). Windows caveat: as with any mapping, the file stays
+ * in-use until the unmap actually happens.
+ *
+ * <p>All reads are absolute and the layouts are unaligned BIG-ENDIAN (the
+ * bit-packed data honors no alignment). Auto arenas are shared, so instances
+ * are safe for concurrent readers.
+ *
+ * @author Erich Bremer
+ */
+public final class MemorySegmentBytes implements RandomAccessBytes {
+
+    private static final ValueLayout.OfLong LONG_BE =
+            ValueLayout.JAVA_LONG_UNALIGNED.withOrder(ByteOrder.BIG_ENDIAN);
+    private static final ValueLayout.OfFloat FLOAT_BE =
+            ValueLayout.JAVA_FLOAT_UNALIGNED.withOrder(ByteOrder.BIG_ENDIAN);
+    private static final ValueLayout.OfDouble DOUBLE_BE =
+            ValueLayout.JAVA_DOUBLE_UNALIGNED.withOrder(ByteOrder.BIG_ENDIAN);
+
+    private final MemorySegment segment;
+
+    public MemorySegmentBytes(MemorySegment segment) {
+        this.segment = segment;
+    }
+
+    /** Maps {@code size} bytes of {@code file} starting at {@code offset}, read-only. */
+    public static MemorySegmentBytes map(Path file, long offset, long size) throws IOException {
+        try (FileChannel fc = FileChannel.open(file, StandardOpenOption.READ)) {
+            MemorySegment seg = fc.map(FileChannel.MapMode.READ_ONLY, offset, size, Arena.ofAuto());
+            return new MemorySegmentBytes(seg);
+        }
+    }
+
+    @Override
+    public long size() {
+        return segment.byteSize();
+    }
+
+    @Override
+    public byte get(long offset) {
+        return segment.get(ValueLayout.JAVA_BYTE, offset);
+    }
+
+    @Override
+    public long getLong(long offset) {
+        return segment.get(LONG_BE, offset);
+    }
+
+    @Override
+    public float getFloat(long offset) {
+        return segment.get(FLOAT_BE, offset);
+    }
+
+    @Override
+    public double getDouble(long offset) {
+        return segment.get(DOUBLE_BE, offset);
+    }
+
+    @Override
+    public void get(long offset, byte[] dst, int dstOffset, int length) {
+        MemorySegment.copy(segment, ValueLayout.JAVA_BYTE, offset, dst, dstOffset, length);
+    }
+}
diff --git a/src/main/java/com/ebremer/beakgraph/io/RandomAccessBytes.java b/src/main/java/com/ebremer/beakgraph/io/RandomAccessBytes.java
new file mode 100644
index 00000000..d5e62b0e
--- /dev/null
+++ b/src/main/java/com/ebremer/beakgraph/io/RandomAccessBytes.java
@@ -0,0 +1,43 @@
+package com.ebremer.beakgraph.io;
+
+/**
+ * Absolute-offset random access over an immutable byte region - the seam
+ * between BeakGraph's readers and whatever holds the bytes.
+ *
+ * <p>All offsets are {@code long} (no 2 GiB ceiling) and all multi-byte reads
+ * are BIG-ENDIAN, matching the on-disk format (DataOutputStream primitives and
+ * MSB-first bit packing). The API is deliberately position-free: every read is
+ * absolute, so one instance may be shared by concurrent query threads - the
+ * same contract the readers previously relied on with absolute ByteBuffer
+ * reads.
+ *
+ * <p>Implementations: {@link ByteBufferBytes} (wraps the jHDF-mapped buffer,
+ * the default for datasets under 2 GiB), {@link MemorySegmentBytes} (an FFM
+ * mapped segment for datasets beyond ByteBuffer's reach). A future chunked
+ * implementation (e.g. Zarr with a decompressed-chunk cache) plugs in here
+ * without touching the readers.
+ *
+ * <p>Out-of-range offsets throw {@link IndexOutOfBoundsException}.
+ *
+ * @author Erich Bremer
+ */
+public interface RandomAccessBytes {
+
+    /** Total number of readable bytes. */
+    long size();
+
+    /** The byte at {@code offset}. */
+    byte get(long offset);
+
+    /** The big-endian 64-bit value at {@code offset} (unaligned allowed). */
+    long getLong(long offset);
+
+    /** The big-endian 32-bit float at {@code offset} (unaligned allowed). */
+    float getFloat(long offset);
+
+    /** The big-endian 64-bit double at {@code offset} (unaligned allowed). */
+    double getDouble(long offset);
+
+    /** Copies {@code length} bytes starting at {@code offset} into {@code dst}. */
+    void get(long offset, byte[] dst, int dstOffset, int length);
+}
diff --git a/src/test/java/com/ebremer/beakgraph/cmdline/BeakGraphCLIConversionTest.java b/src/test/java/com/ebremer/beakgraph/cmdline/BeakGraphCLIConversionTest.java
index 2822a037..bf3eb119 100644
--- a/src/test/java/com/ebremer/beakgraph/cmdline/BeakGraphCLIConversionTest.java
+++ b/src/test/java/com/ebremer/beakgraph/cmdline/BeakGraphCLIConversionTest.java
@@ -45,6 +45,38 @@ void failedConversionsAreCountedAndGoodFilesStillConvert() throws Exception {
                 "the well-formed source must still convert");
     }
 
+    @Test
+    void hugeFlagConvertsThroughDiskBasedWriter() throws Exception {
+        org.junit.jupiter.api.Assumptions.assumeTrue(
+                com.ebremer.beakgraph.huge.NativeHdf5File.isAvailable(),
+                "native HDF5 library unavailable");
+        Path src = Files.createDirectories(dir.resolve("srchuge"));
+        Files.write(src.resolve("data.ttl"),
+                "<http://ex.org/a> <http://ex.org/p> <http://ex.org/b> .\n".getBytes(StandardCharsets.UTF_8));
+
+        Parameters p = new Parameters();
+        p.src = src.toFile();
+        p.dest = dir.resolve("outhuge").toFile();
+        p.huge = true;
+        p.workdir = dir.resolve("workhuge").toFile(); // exercised even when absent: CLI creates it
+
+        BeakGraphCLI cli = new BeakGraphCLI(p);
+        cli.traverse();
+
+        assertEquals(0, cli.getFileCounter().getFailedConversionFileCount(),
+                "the -huge conversion must succeed");
+        File h5 = dir.resolve("outhuge").resolve("data.h5").toFile();
+        assertTrue(h5.exists() && h5.length() > 0, "the -huge writer must produce the .h5 file");
+        // The produced store must be readable by the standard reader stack.
+        try (com.ebremer.beakgraph.core.BeakGraph bg = new com.ebremer.beakgraph.core.BeakGraph(
+                new com.ebremer.beakgraph.hdf5.readers.HDF5Reader(h5))) {
+            assertTrue(bg.find(org.apache.jena.graph.NodeFactory.createURI("http://ex.org/a"),
+                               org.apache.jena.graph.NodeFactory.createURI("http://ex.org/p"),
+                               org.apache.jena.graph.NodeFactory.createURI("http://ex.org/b")).hasNext(),
+                    "the converted triple must be queryable");
+        }
+    }
+
     @Test
     void missingDestinationFailsEveryFileLoudlyInsteadOfSilently() throws Exception {
         // main() refuses to start without -dest; if a processor is ever reached
diff --git a/src/test/java/com/ebremer/beakgraph/huge/ExternalSorterTest.java b/src/test/java/com/ebremer/beakgraph/huge/ExternalSorterTest.java
new file mode 100644
index 00000000..5e1a234b
--- /dev/null
+++ b/src/test/java/com/ebremer/beakgraph/huge/ExternalSorterTest.java
@@ -0,0 +1,76 @@
+package com.ebremer.beakgraph.huge;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.util.ArrayList;
+import java.util.Comparator;
+import java.util.List;
+import java.util.Random;
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertFalse;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.io.TempDir;
+
+/**
+ * External merge sort correctness: tiny in-RAM batches and a small fan-in force
+ * many spill runs and multi-level merges; the output must be a permutation of
+ * the input in exact comparator order, and every spill file must be gone
+ * afterwards.
+ */
+class ExternalSorterTest {
+
+    @TempDir
+    Path dir;
+
+    private static final ExternalSorter.Codec<Long> LONGS = new ExternalSorter.Codec<>() {
+        @Override public void write(DataOutput out, Long record) throws IOException { out.writeLong(record); }
+        @Override public Long read(DataInput in) throws IOException { return in.readLong(); }
+    };
+
+    @Test
+    void multiLevelMergeSortsAndCleansUp() throws Exception {
+        Random rnd = new Random(7);
+        int n = 100_000;
+        List<Long> expected = new ArrayList<>(n);
+        try (ExternalSorter<Long> sorter = new ExternalSorter<>(dir, "t", LONGS, Comparator.naturalOrder(), 1_000, 4)) {
+            for (int i = 0; i < n; i++) {
+                long v = rnd.nextLong(1_000_000); // duplicates likely
+                expected.add(v);
+                sorter.add(v);
+            }
+            expected.sort(Comparator.naturalOrder());
+            assertEquals(n, sorter.size());
+            List<Long> actual = new ArrayList<>(n);
+            try (ExternalSorter.SortedStream<Long> s = sorter.sorted()) {
+                while (s.hasNext()) {
+                    actual.add(s.next());
+                }
+            }
+            assertEquals(expected, actual, "sorted output must be the exact sorted multiset of the input");
+        }
+        try (var files = Files.list(dir)) {
+            assertTrue(files.findAny().isEmpty(), "all spill runs must be deleted after consumption");
+        }
+    }
+
+    @Test
+    void allInMemoryPathSkipsDisk() throws Exception {
+        try (ExternalSorter<Long> sorter = new ExternalSorter<>(dir, "m", LONGS, Comparator.naturalOrder(), 1_000_000, 8)) {
+            for (long v : new long[]{5, 3, 9, 1, 3}) {
+                sorter.add(v);
+            }
+            List<Long> actual = new ArrayList<>();
+            try (ExternalSorter.SortedStream<Long> s = sorter.sorted()) {
+                s.forEachRemaining(actual::add);
+            }
+            assertEquals(List.of(1L, 3L, 3L, 5L, 9L), actual);
+        }
+        try (var files = Files.list(dir)) {
+            assertFalse(files.findAny().isPresent(), "in-memory sort must not create files");
+        }
+    }
+}
diff --git a/src/test/java/com/ebremer/beakgraph/huge/HugeWriterParityTest.java b/src/test/java/com/ebremer/beakgraph/huge/HugeWriterParityTest.java
new file mode 100644
index 00000000..0c443be9
--- /dev/null
+++ b/src/test/java/com/ebremer/beakgraph/huge/HugeWriterParityTest.java
@@ -0,0 +1,277 @@
+package com.ebremer.beakgraph.huge;
+
+import com.ebremer.beakgraph.core.BeakGraph;
+import com.ebremer.beakgraph.hdf5.readers.HDF5Reader;
+import com.ebremer.beakgraph.hdf5.writers.HDF5Writer;
+import io.jhdf.HdfFile;
+import io.jhdf.api.Attribute;
+import io.jhdf.api.Dataset;
+import io.jhdf.api.Group;
+import io.jhdf.api.Node;
+import java.io.File;
+import java.nio.charset.StandardCharsets;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.util.HashMap;
+import java.util.Map;
+import java.util.Set;
+import java.util.TreeSet;
+import org.apache.jena.query.QueryExecution;
+import org.apache.jena.query.QueryFactory;
+import org.apache.jena.query.QuerySolution;
+import org.apache.jena.query.ResultSet;
+import org.apache.jena.rdf.model.Model;
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+import static org.junit.jupiter.api.Assumptions.assumeTrue;
+import org.junit.jupiter.api.BeforeAll;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.io.TempDir;
+
+/**
+ * End-to-end parity: the disk-based writer must produce a store that reads
+ * back (through the UNMODIFIED jHDF-based readers) semantically identical to
+ * the RAM writer's - same graphs, isomorphic per-graph content (blank node
+ * labels legitimately differ), same query answers through both indexes, and
+ * structurally identical HDF5 metadata (same dataset tree, same numEntries /
+ * width / FCD attributes everywhere).
+ */
+class HugeWriterParityTest {
+
+    @TempDir
+    static Path dir;
+
+    @BeforeAll
+    static void requireNative() {
+        assumeTrue(NativeHdf5File.isAvailable(),
+                "native HDF5 library unavailable: " + NativeHdf5File.getUnavailableCause());
+    }
+
+    // ------------------------------------------------------------------
+    // helpers
+    // ------------------------------------------------------------------
+
+    private static Path writeBoth(String name, String content, boolean spatial, boolean features) throws Exception {
+        File src = dir.resolve(name).toFile();
+        Files.write(src.toPath(), content.getBytes(StandardCharsets.UTF_8));
+        return writeBoth(name, src, spatial, features);
+    }
+
+    /** Writes src with both writers; returns the directory holding {name}.ram.h5 / {name}.huge.h5. */
+    private static Path writeBoth(String name, File src, boolean spatial, boolean features) throws Exception {
+        File ram = dir.resolve(name + ".ram.h5").toFile();
+        File huge = dir.resolve(name + ".huge.h5").toFile();
+        HDF5Writer.Builder().setSource(src).setDestination(ram)
+                .setSpatial(spatial).setFeatures(features).build().write();
+        HugeHDF5Writer.Builder().setSource(src).setDestination(huge)
+                .setSpatial(spatial).setFeatures(features)
+                // deliberately tiny batches: force spill runs and multi-level merges
+                .setTermSpillBatch(512).setIdSpillBatch(1024).setMergeFanIn(4)
+                .build().write();
+        return dir;
+    }
+
+    private static Set<String> graphNames(org.apache.jena.query.Dataset ds) {
+        Set<String> names = new TreeSet<>();
+        ds.asDatasetGraph().listGraphNodes().forEachRemaining(g -> names.add(g.toString()));
+        return names;
+    }
+
+    private static Model graphModel(org.apache.jena.query.Dataset ds, String graphUri) {
+        String q = (graphUri == null)
+                ? "CONSTRUCT { ?s ?p ?o } WHERE { ?s ?p ?o }"
+                : "CONSTRUCT { ?s ?p ?o } WHERE { GRAPH <" + graphUri + "> { ?s ?p ?o } }";
+        try (QueryExecution qe = QueryExecution.dataset(ds).query(QueryFactory.create(q)).build()) {
+            return qe.execConstruct();
+        }
+    }
+
+    private static java.util.List<String> select(org.apache.jena.query.Dataset ds, String query) {
+        java.util.List<String> rows = new java.util.ArrayList<>();
+        try (QueryExecution qe = QueryExecution.dataset(ds).query(QueryFactory.create(query)).build()) {
+            ResultSet rs = qe.execSelect();
+            while (rs.hasNext()) {
+                QuerySolution qs = rs.next();
+                StringBuilder sb = new StringBuilder();
+                rs.getResultVars().forEach(v -> sb.append(v).append('=').append(qs.get(v)).append('|'));
+                rows.add(sb.toString());
+            }
+        }
+        rows.sort(String::compareTo);
+        return rows;
+    }
+
+    /** Semantic equality of the two stores, graph by graph. */
+    private static void assertStoresEquivalent(Path ramH5, Path hugeH5, String... probes) throws Exception {
+        try (BeakGraph a = new BeakGraph(new HDF5Reader(ramH5.toFile()));
+             BeakGraph b = new BeakGraph(new HDF5Reader(hugeH5.toFile()))) {
+            org.apache.jena.query.Dataset da = a.getDataset();
+            org.apache.jena.query.Dataset db = b.getDataset();
+
+            Set<String> graphsA = graphNames(da);
+            Set<String> graphsB = graphNames(db);
+            assertEquals(graphsA, graphsB, "graph lists must match");
+
+            Model defA = graphModel(da, null);
+            Model defB = graphModel(db, null);
+            assertTrue(defA.isIsomorphicWith(defB),
+                    "default graphs must be isomorphic (ram=" + defA.size() + ", huge=" + defB.size() + ")");
+            for (String g : graphsA) {
+                if (!g.startsWith("http") && !g.startsWith("urn")) continue; // skip any non-URI form
+                Model ga = graphModel(da, g);
+                Model gb = graphModel(db, g);
+                assertTrue(ga.isIsomorphicWith(gb),
+                        "graph <" + g + "> must be isomorphic (ram=" + ga.size() + ", huge=" + gb.size() + ")");
+            }
+            for (String probe : probes) {
+                assertEquals(select(da, probe), select(db, probe), "probe results must match: " + probe);
+            }
+        }
+    }
+
+    /**
+     * Structural parity of the HDF5 trees: identical group/dataset names and
+     * identical attribute values everywhere. Counts and bit widths are
+     * bnode-order independent, so this must hold exactly even though raw bytes
+     * may differ (blank node ranks differ between the writers).
+     */
+    private static void assertSameStructure(Path ramH5, Path hugeH5) {
+        try (HdfFile ram = new HdfFile(ramH5); HdfFile huge = new HdfFile(hugeH5)) {
+            compareGroups("/", (Group) ram.getChild(".BG"), (Group) huge.getChild(".BG"));
+        }
+    }
+
+    private static void compareGroups(String path, Group a, Group b) {
+        assertEquals(a != null, b != null, "group presence at " + path);
+        if (a == null) return;
+        compareAttributes(path, a, b);
+        Map<String, Node> ca = a.getChildren();
+        Map<String, Node> cb = b.getChildren();
+        assertEquals(new TreeSet<>(ca.keySet()), new TreeSet<>(cb.keySet()), "children of " + path);
+        for (String name : ca.keySet()) {
+            Node na = ca.get(name);
+            Node nb = cb.get(name);
+            assertEquals(na instanceof Group, nb instanceof Group, "node kind of " + path + name);
+            if (na instanceof Group ga) {
+                compareGroups(path + name + "/", ga, (Group) nb);
+            } else {
+                compareAttributes(path + name, na, nb);
+                assertEquals(((Dataset) na).getSize(), ((Dataset) nb).getSize(),
+                        "dataset size of " + path + name);
+            }
+        }
+    }
+
+    private static void compareAttributes(String path, Node a, Node b) {
+        Map<String, Object> attrsA = new HashMap<>();
+        Map<String, Object> attrsB = new HashMap<>();
+        for (Map.Entry<String, Attribute> e : a.getAttributes().entrySet()) {
+            attrsA.put(e.getKey(), e.getValue().getData());
+        }
+        for (Map.Entry<String, Attribute> e : b.getAttributes().entrySet()) {
+            attrsB.put(e.getKey(), e.getValue().getData());
+        }
+        assertEquals(attrsA, attrsB, "attributes of " + path);
+    }
+
+    // ------------------------------------------------------------------
+    // tests
+    // ------------------------------------------------------------------
+
+    @Test
+    void mixedTypesAndNamedGraphs() throws Exception {
+        String longStr = "y".repeat(150);
+        String trig = """
+            @prefix ex: <http://ex.org/> .
+            @prefix xsd: <http://www.w3.org/2001/XMLSchema#> .
+
+            ex:s0 ex:p0 ex:o0 .
+            ex:s0 ex:p0 ex:o0 .
+            ex:s0 ex:name "Alice" .
+            ex:s0 ex:name "Alice"@en .
+            ex:s0 ex:name "Alicia"@fr-CA .
+            ex:s0 ex:count "42"^^xsd:int .
+            ex:s0 ex:count "042"^^xsd:int .
+            ex:s0 ex:count2 "-7"^^xsd:int .
+            ex:s0 ex:big "9223372036854775806"^^xsd:long .
+            ex:s0 ex:neg "-9007199254740993"^^xsd:long .
+            ex:s0 ex:f "1.5"^^xsd:float .
+            ex:s0 ex:d "-2.25E8"^^xsd:double .
+            ex:s0 ex:unbounded "123456789012345678901234567890"^^xsd:integer .
+            ex:s0 ex:flag true .
+            ex:s0 ex:when "2024-05-06T07:08:09Z"^^xsd:dateTime .
+            ex:s0 ex:longstr "%s" .
+            ex:s0 ex:uni "h\\u00e9llo \\u00fcrld" .
+            ex:s0 ex:ill "abc"^^xsd:int .
+            <> ex:self <sibling.png> .
+            _:b1 ex:p0 _:b2 .
+            _:b2 ex:knows ex:s0 .
+            ex:g1 {
+                ex:s1 ex:p0 ex:o0 .
+                ex:s1 ex:num "10"^^xsd:int .
+                _:b1 ex:inGraph ex:g1 .
+            }
+            ex:g2 { ex:s0 ex:p0 ex:s1 . }
+            """.formatted(longStr);
+        writeBoth("mixed.trig", trig, false, false);
+        Path ram = dir.resolve("mixed.trig.ram.h5");
+        Path huge = dir.resolve("mixed.trig.huge.h5");
+        assertStoresEquivalent(ram, huge,
+                "SELECT ?p ?o WHERE { <http://ex.org/s0> ?p ?o }",
+                "SELECT ?s WHERE { ?s <http://ex.org/p0> <http://ex.org/o0> }",
+                "SELECT ?s ?o WHERE { GRAPH <http://ex.org/g1> { ?s <http://ex.org/p0> ?o } }",
+                "SELECT ?o WHERE { <http://ex.org/s0> <http://ex.org/count> ?o }",
+                "SELECT ?g ?s WHERE { GRAPH ?g { ?s <http://ex.org/p0> <http://ex.org/o0> } }");
+        assertSameStructure(ram, huge);
+    }
+
+    @Test
+    void spatialAndFeaturesParity() throws Exception {
+        String trig = """
+            @prefix ex: <http://ex.org/> .
+            @prefix geo: <http://www.opengis.net/ont/geosparql#> .
+
+            ex:geo1 geo:asWKT "POLYGON((0 0, 100 0, 100 100, 0 100, 0 0))"^^geo:wktLiteral .
+            ex:geo2 geo:asWKT "MULTIPOLYGON(((200 200, 300 200, 300 300, 200 200)),((600 600, 700 600, 700 700, 600 600)))"^^geo:wktLiteral .
+            ex:geo3 geo:asWKT "POINT(5000 6000)"^^geo:wktLiteral .
+            ex:geo4 geo:asWKT "<http://www.opengis.net/def/crs/EPSG/0/4326> POLYGON((10 10, 60 10, 60 60, 10 60, 10 10))"^^geo:wktLiteral .
+            ex:geo5 geo:asWKT "POLYGON((0 0, 1 0))"^^geo:wktLiteral .
+            ex:geo1 ex:label "region one" .
+            """;
+        writeBoth("spatial.trig", trig, true, true);
+        Path ram = dir.resolve("spatial.trig.ram.h5");
+        Path huge = dir.resolve("spatial.trig.huge.h5");
+        assertStoresEquivalent(ram, huge,
+                "SELECT ?s ?p ?o WHERE { GRAPH <urn:x-beakgraph:Spatial> { ?s ?p ?o } }",
+                "SELECT ?g WHERE { GRAPH ?g { <http://ex.org/geo1> ?p ?o } }");
+        assertSameStructure(ram, huge);
+    }
+
+    @Test
+    void stressManySpillRunsMatchesRamWriter() throws Exception {
+        StringBuilder nq = new StringBuilder(1 << 22);
+        for (int i = 0; i < 30_000; i++) {
+            String s = "<http://ex.org/s" + (i % 500) + ">";
+            String p = "<http://ex.org/p" + (i % 7) + ">";
+            String o = switch (i % 4) {
+                case 0 -> "<http://ex.org/o" + (i % 300) + ">";
+                case 1 -> "\"str" + (i % 1000) + "\"";
+                case 2 -> "\"" + (i % 1000 - 500) + "\"^^<http://www.w3.org/2001/XMLSchema#int>";
+                default -> "\"" + ((i % 100) / 8.0) + "\"^^<http://www.w3.org/2001/XMLSchema#double>";
+            };
+            nq.append(s).append(' ').append(p).append(' ').append(o);
+            if (i % 3 != 0) {
+                nq.append(" <http://ex.org/g").append(i % 20).append('>');
+            }
+            nq.append(" .\n");
+        }
+        writeBoth("stress.nq", nq.toString(), false, false);
+        Path ram = dir.resolve("stress.nq.ram.h5");
+        Path huge = dir.resolve("stress.nq.huge.h5");
+        assertStoresEquivalent(ram, huge,
+                "SELECT ?s ?o WHERE { ?s <http://ex.org/p3> ?o }",
+                "SELECT ?g (COUNT(*) AS ?n) WHERE { GRAPH ?g { ?s ?p ?o } } GROUP BY ?g ORDER BY ?g",
+                "SELECT ?s WHERE { GRAPH <http://ex.org/g7> { ?s <http://ex.org/p1> \"str101\" } }");
+        assertSameStructure(ram, huge);
+    }
+}
diff --git a/src/test/java/com/ebremer/beakgraph/huge/NativeHdf5SmokeTest.java b/src/test/java/com/ebremer/beakgraph/huge/NativeHdf5SmokeTest.java
new file mode 100644
index 00000000..7b16acaa
--- /dev/null
+++ b/src/test/java/com/ebremer/beakgraph/huge/NativeHdf5SmokeTest.java
@@ -0,0 +1,79 @@
+package com.ebremer.beakgraph.huge;
+
+import io.jhdf.HdfFile;
+import io.jhdf.api.Group;
+import io.jhdf.api.dataset.ContiguousDataset;
+import java.nio.ByteBuffer;
+import java.nio.file.Path;
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertInstanceOf;
+import static org.junit.jupiter.api.Assertions.assertNotNull;
+import static org.junit.jupiter.api.Assumptions.assumeTrue;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.io.TempDir;
+
+/**
+ * The reader-compatibility contract of the native backend, verified against the
+ * ACTUAL production reader stack (jHDF): contiguous-layout byte datasets
+ * written in several slabs, groups (including the dot-prefixed .BG name), and
+ * scalar attributes that come back as exactly Integer / Long - the boxed types
+ * the BeakGraph readers cast to.
+ */
+class NativeHdf5SmokeTest {
+
+    @TempDir
+    Path dir;
+
+    @Test
+    void nativeWrittenFileReadsBackThroughJhdf() throws Exception {
+        assumeTrue(NativeHdf5File.isAvailable(),
+                "native HDF5 library unavailable: " + NativeHdf5File.getUnavailableCause());
+        Path h5 = dir.resolve("smoke.h5");
+
+        int len = 300_000;
+        byte[] pattern = new byte[len];
+        for (int i = 0; i < len; i++) {
+            pattern[i] = (byte) (i * 31 + (i >> 8));
+        }
+
+        try (StreamingHdf5File f = NativeHdf5File.create(h5)) {
+            StreamingHdf5Group bg = f.rootGroup().putGroup(".BG");
+            bg.putAttribute("numQuads", 42L);
+            bg.putAttribute("formatVersion", 3);
+            StreamingHdf5Group dict = bg.putGroup("dictionary");
+            try (StreamingHdf5Dataset ds = dict.createByteDataset("offsets", len)) {
+                // three unequal slabs, one with a non-zero source offset
+                ds.write(pattern, 0, 100_000);
+                ds.write(pattern, 100_000, 150_000);
+                ds.write(pattern, 250_000, 50_000);
+                ds.putAttribute("width", 7);
+                ds.putAttribute("numEntries", 999L);
+            }
+        }
+
+        try (HdfFile hdf = new HdfFile(h5)) {
+            Group bg = (Group) hdf.getChild(".BG");
+            assertNotNull(bg, "the .BG group must exist");
+            Object numQuads = bg.getAttribute("numQuads").getData();
+            assertInstanceOf(Long.class, numQuads, "numQuads must read back as Long");
+            assertEquals(42L, numQuads);
+            Object version = bg.getAttribute("formatVersion").getData();
+            assertInstanceOf(Integer.class, version, "formatVersion must read back as Integer");
+            assertEquals(3, version);
+
+            Group dict = (Group) bg.getChild("dictionary");
+            ContiguousDataset ds = (ContiguousDataset) dict.getChild("offsets");
+            assertEquals(7, ds.getAttribute("width").getData(), "width attribute (Integer)");
+            assertEquals(999L, ds.getAttribute("numEntries").getData(), "numEntries attribute (Long)");
+            ByteBuffer buf = ds.getBuffer();
+            assertEquals(len, buf.remaining(), "dataset length");
+            byte[] readBack = new byte[len];
+            buf.get(readBack);
+            for (int i = 0; i < len; i++) {
+                if (readBack[i] != pattern[i]) {
+                    assertEquals(pattern[i], readBack[i], "byte mismatch at " + i);
+                }
+            }
+        }
+    }
+}
diff --git a/src/test/java/com/ebremer/beakgraph/huge/SpillBitPackedBufferTest.java b/src/test/java/com/ebremer/beakgraph/huge/SpillBitPackedBufferTest.java
new file mode 100644
index 00000000..a563d6f7
--- /dev/null
+++ b/src/test/java/com/ebremer/beakgraph/huge/SpillBitPackedBufferTest.java
@@ -0,0 +1,71 @@
+package com.ebremer.beakgraph.huge;
+
+import com.ebremer.beakgraph.hdf5.BitPackedUnSignedLongBuffer;
+import java.nio.ByteBuffer;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.util.Random;
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertThrows;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.io.TempDir;
+
+/**
+ * The spill bit packer must produce bytes the PRODUCTION reader
+ * ({@link BitPackedUnSignedLongBuffer} wrapping the dataset buffer, exactly as
+ * the HDF5 readers construct it) decodes back to the original values - for
+ * every supported width, including the signed 32/64 escape hatches.
+ */
+class SpillBitPackedBufferTest {
+
+    @TempDir
+    Path dir;
+
+    @Test
+    void roundTripsThroughProductionReaderAtEveryWidth() throws Exception {
+        Random rnd = new Random(42);
+        int[] widths = {1, 2, 5, 8, 13, 24, 32, 40, 57, 64};
+        for (int w : widths) {
+            int n = 1000;
+            long[] values = new long[n];
+            Path f = dir.resolve("w" + w);
+            try (SpillBitPackedBuffer spill = new SpillBitPackedBuffer(f, w)) {
+                for (int i = 0; i < n; i++) {
+                    long v;
+                    if (w == 64) {
+                        v = rnd.nextLong(); // full pattern incl. negatives
+                    } else if (w == 32) {
+                        v = rnd.nextInt();  // negative ints allowed at width 32
+                        spill.writeInteger((int) v);
+                        values[i] = ((int) v) & 0xFFFFFFFFL; // reader returns the unsigned pattern
+                        continue;
+                    } else {
+                        v = rnd.nextLong() & ((1L << w) - 1);
+                    }
+                    values[i] = v;
+                    spill.writeLong(v);
+                }
+                spill.complete();
+                assertEquals(n, spill.getNumEntries());
+                byte[] bytes = Files.readAllBytes(f);
+                assertEquals((n * (long) w + 7) / 8, bytes.length, "width " + w + ": packed length");
+                BitPackedUnSignedLongBuffer reader =
+                        new BitPackedUnSignedLongBuffer(null, ByteBuffer.wrap(bytes), n, w);
+                for (int i = 0; i < n; i++) {
+                    assertEquals(values[i], reader.get(i), "width " + w + " index " + i);
+                }
+            }
+        }
+    }
+
+    @Test
+    void rejectsOutOfRangeValuesAndBadWidths() throws Exception {
+        assertThrows(IllegalArgumentException.class,
+                () -> new SpillBitPackedBuffer(dir.resolve("bad"), 58));
+        try (SpillBitPackedBuffer b = new SpillBitPackedBuffer(dir.resolve("w3"), 3)) {
+            b.writeLong(7);
+            assertThrows(IllegalArgumentException.class, () -> b.writeLong(8));
+            assertThrows(IllegalArgumentException.class, () -> b.writeLong(-1));
+        }
+    }
+}
diff --git a/src/test/java/com/ebremer/beakgraph/io/FfmReaderPathTest.java b/src/test/java/com/ebremer/beakgraph/io/FfmReaderPathTest.java
new file mode 100644
index 00000000..e750fe0b
--- /dev/null
+++ b/src/test/java/com/ebremer/beakgraph/io/FfmReaderPathTest.java
@@ -0,0 +1,121 @@
+package com.ebremer.beakgraph.io;
+
+import com.ebremer.beakgraph.core.BeakGraph;
+import com.ebremer.beakgraph.hdf5.readers.HDF5Reader;
+import com.ebremer.beakgraph.hdf5.writers.HDF5Writer;
+import java.io.File;
+import java.nio.charset.StandardCharsets;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.util.HashSet;
+import java.util.Set;
+import org.apache.jena.query.QueryExecution;
+import org.apache.jena.query.QueryFactory;
+import org.apache.jena.query.QuerySolution;
+import org.apache.jena.query.ResultSet;
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertFalse;
+import org.junit.jupiter.api.AfterAll;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.io.CleanupMode;
+import org.junit.jupiter.api.io.TempDir;
+
+/**
+ * End-to-end proof that the whole reader stack works over FFM-mapped segments:
+ * the FFM threshold is forced to 0 so EVERY dataset - bit-packed ids and
+ * bitmaps, rank/select directories, FCD string buffers (compressed and raw
+ * fragments), float/double value stores, language tags - is read through
+ * {@link MemorySegmentBytes} instead of jHDF's ByteBuffer, and every query
+ * answer must match the default (ByteBuffer) path over the same file exactly
+ * (same file, same ids, so even blank node labels must agree).
+ */
+class FfmReaderPathTest {
+
+    // NEVER + manual delete: auto-arena mappings unmap at GC, which on Windows
+    // can outlive JUnit's cleanup and fail the run over a locked temp file.
+    @TempDir(cleanup = CleanupMode.NEVER)
+    static Path dir;
+
+    @AfterAll
+    static void tryCleanup() {
+        try (var files = Files.walk(dir)) {
+            files.sorted(java.util.Comparator.reverseOrder()).forEach(p -> {
+                p.toFile().deleteOnExit();
+                try { Files.deleteIfExists(p); } catch (Exception ignored) {}
+            });
+        } catch (Exception ignored) {}
+    }
+
+    private static final String[] PROBES = {
+        "SELECT ?p ?o WHERE { <http://ex.org/s0> ?p ?o }",
+        "SELECT ?s WHERE { ?s <http://ex.org/p0> <http://ex.org/o0> }",
+        "SELECT ?s ?o WHERE { GRAPH <http://ex.org/g1> { ?s ?p ?o } }",
+        "SELECT ?o WHERE { <http://ex.org/s0> <http://ex.org/f> ?o }",
+        "SELECT ?o WHERE { <http://ex.org/s0> <http://ex.org/d> ?o }",
+        "SELECT ?o WHERE { <http://ex.org/s0> <http://ex.org/name> ?o }",
+        "SELECT ?g ?s ?p ?o WHERE { GRAPH ?g { ?s ?p ?o } }",
+        "SELECT ?s ?p ?o WHERE { ?s ?p ?o }",
+    };
+
+    @Test
+    void allDatasetsReadIdenticallyThroughFfmMappings() throws Exception {
+        String trig = """
+            @prefix ex: <http://ex.org/> .
+            @prefix xsd: <http://www.w3.org/2001/XMLSchema#> .
+            ex:s0 ex:p0 ex:o0 .
+            ex:s0 ex:name "Alice" .
+            ex:s0 ex:name "Alice"@en .
+            ex:s0 ex:count "42"^^xsd:int .
+            ex:s0 ex:big "9007199254740993"^^xsd:long .
+            ex:s0 ex:f "1.5"^^xsd:float .
+            ex:s0 ex:d "-2.25E8"^^xsd:double .
+            ex:s0 ex:when "2024-05-06T07:08:09Z"^^xsd:dateTime .
+            ex:s0 ex:longstr "%s" .
+            _:b1 ex:p0 _:b2 .
+            ex:g1 { ex:s1 ex:p0 ex:o0 . _:b1 ex:inGraph ex:g1 . }
+            """.formatted("z".repeat(200));
+        File src = dir.resolve("ffm.trig").toFile();
+        File h5 = dir.resolve("ffm.trig.h5").toFile();
+        Files.write(src.toPath(), trig.getBytes(StandardCharsets.UTF_8));
+        HDF5Writer.Builder().setSource(src).setDestination(h5)
+                .setSpatial(false).setFeatures(false).build().write();
+
+        // Baseline: today's ByteBuffer path.
+        Set<String>[] expected = runProbes(h5);
+
+        // Forced-FFM: every dataset larger than 0 bytes goes through MemorySegmentBytes.
+        long previous = DatasetBytes.setFfmThreshold(0);
+        try {
+            Set<String>[] actual = runProbes(h5);
+            for (int i = 0; i < PROBES.length; i++) {
+                assertFalse(expected[i].isEmpty(), "probe must return rows: " + PROBES[i]);
+                assertEquals(expected[i], actual[i],
+                        "FFM path must answer identically: " + PROBES[i]);
+            }
+        } finally {
+            DatasetBytes.setFfmThreshold(previous);
+        }
+    }
+
+    @SuppressWarnings("unchecked")
+    private static Set<String>[] runProbes(File h5) throws Exception {
+        Set<String>[] results = new Set[PROBES.length];
+        try (BeakGraph bg = new BeakGraph(new HDF5Reader(h5))) {
+            for (int i = 0; i < PROBES.length; i++) {
+                Set<String> rows = new HashSet<>();
+                try (QueryExecution qe = QueryExecution.dataset(bg.getDataset())
+                        .query(QueryFactory.create(PROBES[i])).build()) {
+                    ResultSet rs = qe.execSelect();
+                    while (rs.hasNext()) {
+                        QuerySolution qs = rs.next();
+                        StringBuilder sb = new StringBuilder();
+                        rs.getResultVars().forEach(v -> sb.append(v).append('=').append(qs.get(v)).append('|'));
+                        rows.add(sb.toString());
+                    }
+                }
+                results[i] = rows;
+            }
+        }
+        return results;
+    }
+}
diff --git a/src/test/java/com/ebremer/beakgraph/io/RandomAccessBytesParityTest.java b/src/test/java/com/ebremer/beakgraph/io/RandomAccessBytesParityTest.java
new file mode 100644
index 00000000..20d7f67d
--- /dev/null
+++ b/src/test/java/com/ebremer/beakgraph/io/RandomAccessBytesParityTest.java
@@ -0,0 +1,110 @@
+package com.ebremer.beakgraph.io;
+
+import java.nio.ByteBuffer;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.util.Random;
+import static org.junit.jupiter.api.Assertions.assertArrayEquals;
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertThrows;
+import org.junit.jupiter.api.AfterAll;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.io.CleanupMode;
+import org.junit.jupiter.api.io.TempDir;
+
+/**
+ * The two RandomAccessBytes implementations must be observably identical:
+ * every read (byte, big-endian long/float/double, bulk) at every offset -
+ * including unaligned and boundary offsets - returns the same value, and
+ * out-of-range offsets fail the same way. The FFM implementation is exercised
+ * over a real file mapping, at offset zero and at a non-zero base offset (the
+ * dataset-address case).
+ */
+class RandomAccessBytesParityTest {
+
+    // NEVER + manual delete: auto-arena mappings unmap at GC, which on Windows
+    // can outlive JUnit's cleanup and fail the run over a locked temp file.
+    @TempDir(cleanup = CleanupMode.NEVER)
+    static Path dir;
+
+    @AfterAll
+    static void tryCleanup() {
+        try (var files = Files.walk(dir)) {
+            files.sorted(java.util.Comparator.reverseOrder()).forEach(p -> {
+                p.toFile().deleteOnExit();
+                try { Files.deleteIfExists(p); } catch (Exception ignored) {}
+            });
+        } catch (Exception ignored) {}
+    }
+
+    @Test
+    void implementationsAgreeAtEveryOffset() throws Exception {
+        Random rnd = new Random(99);
+        byte[] data = new byte[64 * 1024 + 13]; // deliberately not power-of-two
+        rnd.nextBytes(data);
+        Path f = dir.resolve("parity.bin");
+        Files.write(f, data);
+
+        RandomAccessBytes bb = new ByteBufferBytes(ByteBuffer.wrap(data));
+        RandomAccessBytes seg = MemorySegmentBytes.map(f, 0, data.length);
+
+        assertEquals(data.length, bb.size());
+        assertEquals(data.length, seg.size());
+
+        // dense sweep near both ends plus random interior offsets
+        for (int i = 0; i < 512; i++) {
+            checkAt(bb, seg, i, data.length);
+            checkAt(bb, seg, data.length - 1 - i, data.length);
+        }
+        for (int i = 0; i < 5_000; i++) {
+            checkAt(bb, seg, rnd.nextLong(data.length), data.length);
+        }
+
+        // bulk reads, including a full-array read
+        byte[] a = new byte[1024], b = new byte[1024];
+        for (int i = 0; i < 200; i++) {
+            long off = rnd.nextLong(data.length - a.length);
+            bb.get(off, a, 0, a.length);
+            seg.get(off, b, 0, b.length);
+            assertArrayEquals(a, b, "bulk @" + off);
+        }
+        byte[] whole = new byte[data.length];
+        seg.get(0, whole, 0, whole.length);
+        assertArrayEquals(data, whole, "full bulk read through the segment");
+
+        // identical failure mode out of range
+        assertThrows(IndexOutOfBoundsException.class, () -> bb.get(data.length));
+        assertThrows(IndexOutOfBoundsException.class, () -> seg.get(data.length));
+        assertThrows(IndexOutOfBoundsException.class, () -> bb.getLong(data.length - 4));
+        assertThrows(IndexOutOfBoundsException.class, () -> seg.getLong(data.length - 4));
+        assertThrows(IndexOutOfBoundsException.class, () -> seg.get(-1));
+    }
+
+    @Test
+    void nonZeroBaseOffsetMapsTheRightWindow() throws Exception {
+        Random rnd = new Random(7);
+        byte[] data = new byte[4096];
+        rnd.nextBytes(data);
+        Path f = dir.resolve("offset.bin");
+        Files.write(f, data);
+
+        int base = 1234; // like a dataset's file address
+        RandomAccessBytes seg = MemorySegmentBytes.map(f, base, data.length - base);
+        assertEquals(data.length - base, seg.size());
+        for (int i = 0; i < seg.size(); i++) {
+            assertEquals(data[base + i], seg.get(i), "byte @" + i);
+        }
+    }
+
+    private static void checkAt(RandomAccessBytes bb, RandomAccessBytes seg, long off, int len) {
+        if (off < 0 || off >= len) return;
+        assertEquals(bb.get(off), seg.get(off), "byte @" + off);
+        if (off + Long.BYTES <= len) {
+            assertEquals(bb.getLong(off), seg.getLong(off), "long @" + off);
+            assertEquals(bb.getDouble(off), seg.getDouble(off), "double @" + off);
+        }
+        if (off + Float.BYTES <= len) {
+            assertEquals(bb.getFloat(off), seg.getFloat(off), "float @" + off);
+        }
+    }
+}