diff --git a/.github/workflows/sitemap_resources.yaml b/.github/workflows/sitemap_resources.yaml
index 8c13d79..486643b 100644
--- a/.github/workflows/sitemap_resources.yaml
+++ b/.github/workflows/sitemap_resources.yaml
@@ -42,7 +42,27 @@ jobs:
         echo "url-count = ${{ steps.sitemap_all.outputs.url-count }}"
         echo "excluded-count = ${{ steps.sitemap_all.outputs.excluded-count }}"
 
-    - name: Generate sitemap for just AI Generated JSON-LD resources
+    - name: Check optional JSON-LD subfolders
+      id: folders
+      run: |
+        echo "earthface=$([ -d data/objects/summoned/earthface ] && echo true || echo false)" >> $GITHUB_OUTPUT
+        echo "generated=$([ -d data/objects/summoned/generated ] && echo true || echo false)" >> $GITHUB_OUTPUT
+
+    - name: Generate sitemap for earthface JSON-LD resources
+      if: steps.folders.outputs.earthface == 'true'
+      id: sitemap_earthface
+      uses: cicirello/generate-sitemap@v1
+      with:
+        base-url-path: https://raw.githubusercontent.com/earthcube/communityCollections/refs/heads/${{ github.ref_name }}/data/objects/summoned/earthface
+        path-to-root: data/objects/summoned/earthface
+        include-html: false
+        include-pdf: false
+        additional-extensions: jsonld json xml
+        exclude-paths:
+          .git .github docs scripts crawler prompts .vscode
+
+    - name: Generate sitemap for generated JSON-LD resources
+      if: steps.folders.outputs.generated == 'true'
       id: sitemap_generated
       uses: cicirello/generate-sitemap@v1
       with:
@@ -58,8 +78,9 @@ jobs:
       run: |
         git config user.name "github-actions[bot]"
         git config user.email "41898282+github-actions[bot]@users.noreply.github.com"
-        ls -la data/objects/summoned/sitemap.xml data/objects/summoned/generated/sitemap.xml 2>/dev/null || true
-        git add data/objects/summoned/sitemap.xml data/objects/summoned/generated/sitemap.xml
+        git add data/objects/summoned/sitemap.xml
+        [ -f data/objects/summoned/earthface/sitemap.xml ] && git add data/objects/summoned/earthface/sitemap.xml
+        [ -f data/objects/summoned/generated/sitemap.xml ] && git add data/objects/summoned/generated/sitemap.xml
         git status
         if ! git diff --staged --quiet; then
           git commit -m "chore: update JSON-LD sitemaps"
diff --git a/.github/workflows/validate_with_dataset_schema.yaml b/.github/workflows/validate_with_dataset_schema.yaml
index 309a9df..16801ff 100644
--- a/.github/workflows/validate_with_dataset_schema.yaml
+++ b/.github/workflows/validate_with_dataset_schema.yaml
@@ -7,9 +7,9 @@ on:
     branches-ignore: [ 'gh-pages' ]
 
 jobs:
-  validate-jsonld-generated:
+  validate-jsonld-folders:
     runs-on: ubuntu-latest
-    name: Validate generated JSON-LD files
+    name: Validate earthface and generated JSON-LD files
     steps:
     - name: Checkout the repo
       uses: actions/checkout@v4
@@ -21,9 +21,16 @@ jobs:
       with:
         python-version: '3.11'
 
-    - name: Find and validate generated JSON-LD files
+    - name: Validate JSON-LD in earthface and generated folders
       run: |
-        python scripts/validate_jsonld_batch.py data/objects/summoned/generated
+        for dir in data/objects/summoned/earthface data/objects/summoned/generated; do
+          if [ -d "$dir" ]; then
+            echo "Validating $dir..."
+            python scripts/validate_jsonld_batch.py "$dir"
+          else
+            echo "Skipping (folder not present): $dir"
+          fi
+        done
 
   validate-jsonld-summoned:
     runs-on: ubuntu-latest
@@ -47,7 +54,7 @@ jobs:
         dir_ = Path("data/objects/summoned")
         if not dir_.exists():
             print("Directory not found, skipping."); sys.exit(0)
-        files = [f for f in dir_.rglob("*.jsonld") if "generated" not in str(f)]
+        files = [f for f in dir_.rglob("*.jsonld") if "earthface" not in str(f) and "generated" not in str(f)]
         if not files:
             print("No JSON-LD files found."); sys.exit(0)
         errs = []
diff --git a/.gitignore b/.gitignore
index c569d3d..8264449 100644
--- a/.gitignore
+++ b/.gitignore
@@ -18,4 +18,5 @@ build/
 datasets.csv
 
 # Generated JSON-LD files
+#data/objects/summoned/earthface/
 #data/objects/summoned/generated/
diff --git a/README.md b/README.md
index 28729ce..79e3c5a 100644
--- a/README.md
+++ b/README.md
@@ -5,7 +5,8 @@
 
 Documentation, files and code related to the exposure of resource on the web for indexing.
 
-Sitemaps (generated by [sitemap_resources.yaml](.github/workflows/sitemap_resources.yaml) on push to `master` / `main` / feature branches):
+Sitemaps (generated by [sitemap_resources.yaml](.github/workflows/sitemap_resources.yaml) on push to `master` / `main`):
 
 - **All JSON-LD under data/objects/summoned:** [GitHub Pages](https://earthcube.github.io/communityCollections/data/objects/summoned/sitemap.xml) · [Raw (e.g. master)](https://raw.githubusercontent.com/earthcube/communityCollections/master/data/objects/summoned/sitemap.xml)
-- **AI-generated JSON-LD only:** [GitHub Pages](https://earthcube.github.io/communityCollections/data/objects/summoned/generated/sitemap.xml) · [Raw (e.g. master)](https://raw.githubusercontent.com/earthcube/communityCollections/master/data/objects/summoned/generated/sitemap.xml)
\ No newline at end of file
+- **Earthface JSON-LD only:** [GitHub Pages](https://earthcube.github.io/communityCollections/data/objects/summoned/earthface/sitemap.xml) · [Raw (e.g. master)](https://raw.githubusercontent.com/earthcube/communityCollections/master/data/objects/summoned/earthface/sitemap.xml)
+- **Generated JSON-LD only** (if present): [GitHub Pages](https://earthcube.github.io/communityCollections/data/objects/summoned/generated/sitemap.xml) · [Raw (e.g. master)](https://raw.githubusercontent.com/earthcube/communityCollections/master/data/objects/summoned/generated/sitemap.xml)
\ No newline at end of file
diff --git a/data/objects/summoned/generated/CHELSA/chelsa_bioclim.jsonld b/data/objects/summoned/earthface/CHELSA/chelsa_bioclim.jsonld
similarity index 100%
rename from data/objects/summoned/generated/CHELSA/chelsa_bioclim.jsonld
rename to data/objects/summoned/earthface/CHELSA/chelsa_bioclim.jsonld
diff --git a/data/objects/summoned/generated/CHELSA/chelsa_canaryclim_climatologies.jsonld b/data/objects/summoned/earthface/CHELSA/chelsa_canaryclim_climatologies.jsonld
similarity index 100%
rename from data/objects/summoned/generated/CHELSA/chelsa_canaryclim_climatologies.jsonld
rename to data/objects/summoned/earthface/CHELSA/chelsa_canaryclim_climatologies.jsonld
diff --git a/data/objects/summoned/generated/CHELSA/chelsa_cerra_daily.jsonld b/data/objects/summoned/earthface/CHELSA/chelsa_cerra_daily.jsonld
similarity index 100%
rename from data/objects/summoned/generated/CHELSA/chelsa_cerra_daily.jsonld
rename to data/objects/summoned/earthface/CHELSA/chelsa_cerra_daily.jsonld
diff --git a/data/objects/summoned/generated/CHELSA/chelsa_ch_highres_climatologies.jsonld b/data/objects/summoned/earthface/CHELSA/chelsa_ch_highres_climatologies.jsonld
similarity index 100%
rename from data/objects/summoned/generated/CHELSA/chelsa_ch_highres_climatologies.jsonld
rename to data/objects/summoned/earthface/CHELSA/chelsa_ch_highres_climatologies.jsonld
diff --git a/data/objects/summoned/generated/CHELSA/chelsa_ch_highres_daily.jsonld b/data/objects/summoned/earthface/CHELSA/chelsa_ch_highres_daily.jsonld
similarity index 100%
rename from data/objects/summoned/generated/CHELSA/chelsa_ch_highres_daily.jsonld
rename to data/objects/summoned/earthface/CHELSA/chelsa_ch_highres_daily.jsonld
diff --git a/data/objects/summoned/generated/CHELSA/chelsa_climatologies.jsonld b/data/objects/summoned/earthface/CHELSA/chelsa_climatologies.jsonld
similarity index 100%
rename from data/objects/summoned/generated/CHELSA/chelsa_climatologies.jsonld
rename to data/objects/summoned/earthface/CHELSA/chelsa_climatologies.jsonld
diff --git a/data/objects/summoned/generated/CHELSA/chelsa_daily.jsonld b/data/objects/summoned/earthface/CHELSA/chelsa_daily.jsonld
similarity index 100%
rename from data/objects/summoned/generated/CHELSA/chelsa_daily.jsonld
rename to data/objects/summoned/earthface/CHELSA/chelsa_daily.jsonld
diff --git a/data/objects/summoned/generated/CHELSA/chelsa_drought_indices.jsonld b/data/objects/summoned/earthface/CHELSA/chelsa_drought_indices.jsonld
similarity index 100%
rename from data/objects/summoned/generated/CHELSA/chelsa_drought_indices.jsonld
rename to data/objects/summoned/earthface/CHELSA/chelsa_drought_indices.jsonld
diff --git a/data/objects/summoned/generated/CHELSA/chelsa_monthly.jsonld b/data/objects/summoned/earthface/CHELSA/chelsa_monthly.jsonld
similarity index 100%
rename from data/objects/summoned/generated/CHELSA/chelsa_monthly.jsonld
rename to data/objects/summoned/earthface/CHELSA/chelsa_monthly.jsonld
diff --git a/data/objects/summoned/generated/CHELSA/chelsa_trace21k_centennial.jsonld b/data/objects/summoned/earthface/CHELSA/chelsa_trace21k_centennial.jsonld
similarity index 100%
rename from data/objects/summoned/generated/CHELSA/chelsa_trace21k_centennial.jsonld
rename to data/objects/summoned/earthface/CHELSA/chelsa_trace21k_centennial.jsonld
diff --git a/data/objects/summoned/generated/CHELSA/chelsa_trace21k_centennial_bioclim.jsonld b/data/objects/summoned/earthface/CHELSA/chelsa_trace21k_centennial_bioclim.jsonld
similarity index 100%
rename from data/objects/summoned/generated/CHELSA/chelsa_trace21k_centennial_bioclim.jsonld
rename to data/objects/summoned/earthface/CHELSA/chelsa_trace21k_centennial_bioclim.jsonld
diff --git a/data/objects/summoned/generated/CHELSA/chelsa_w5e5_daily.jsonld b/data/objects/summoned/earthface/CHELSA/chelsa_w5e5_daily.jsonld
similarity index 100%
rename from data/objects/summoned/generated/CHELSA/chelsa_w5e5_daily.jsonld
rename to data/objects/summoned/earthface/CHELSA/chelsa_w5e5_daily.jsonld
diff --git a/data/objects/summoned/generated/CHELSA/datacatalog.jsonld b/data/objects/summoned/earthface/CHELSA/datacatalog.jsonld
similarity index 100%
rename from data/objects/summoned/generated/CHELSA/datacatalog.jsonld
rename to data/objects/summoned/earthface/CHELSA/datacatalog.jsonld
diff --git a/data/objects/summoned/generated/CHELSA/webpage.jsonld b/data/objects/summoned/earthface/CHELSA/webpage.jsonld
similarity index 100%
rename from data/objects/summoned/generated/CHELSA/webpage.jsonld
rename to data/objects/summoned/earthface/CHELSA/webpage.jsonld
diff --git a/data/objects/summoned/generated/Consensus_Land_Cover/consensus-land-cover.jsonld b/data/objects/summoned/earthface/Consensus_Land_Cover/consensus-land-cover.jsonld
similarity index 100%
rename from data/objects/summoned/generated/Consensus_Land_Cover/consensus-land-cover.jsonld
rename to data/objects/summoned/earthface/Consensus_Land_Cover/consensus-land-cover.jsonld
diff --git a/data/objects/summoned/generated/Consensus_Land_Cover/webpage.jsonld b/data/objects/summoned/earthface/Consensus_Land_Cover/webpage.jsonld
similarity index 100%
rename from data/objects/summoned/generated/Consensus_Land_Cover/webpage.jsonld
rename to data/objects/summoned/earthface/Consensus_Land_Cover/webpage.jsonld
diff --git a/data/objects/summoned/generated/FLO1K/flo1k.jsonld b/data/objects/summoned/earthface/FLO1K/flo1k.jsonld
similarity index 100%
rename from data/objects/summoned/generated/FLO1K/flo1k.jsonld
rename to data/objects/summoned/earthface/FLO1K/flo1k.jsonld
diff --git a/data/objects/summoned/generated/FLO1K/webpage.jsonld b/data/objects/summoned/earthface/FLO1K/webpage.jsonld
similarity index 100%
rename from data/objects/summoned/generated/FLO1K/webpage.jsonld
rename to data/objects/summoned/earthface/FLO1K/webpage.jsonld
diff --git a/data/objects/summoned/generated/G-RUN/g-run.jsonld b/data/objects/summoned/earthface/G-RUN/g-run.jsonld
similarity index 100%
rename from data/objects/summoned/generated/G-RUN/g-run.jsonld
rename to data/objects/summoned/earthface/G-RUN/g-run.jsonld
diff --git a/data/objects/summoned/generated/G-RUN/webpage.jsonld b/data/objects/summoned/earthface/G-RUN/webpage.jsonld
similarity index 100%
rename from data/objects/summoned/generated/G-RUN/webpage.jsonld
rename to data/objects/summoned/earthface/G-RUN/webpage.jsonld
diff --git a/data/objects/summoned/generated/GFC/gfc.jsonld b/data/objects/summoned/earthface/GFC/gfc.jsonld
similarity index 100%
rename from data/objects/summoned/generated/GFC/gfc.jsonld
rename to data/objects/summoned/earthface/GFC/gfc.jsonld
diff --git a/data/objects/summoned/generated/GFC/webpage.jsonld b/data/objects/summoned/earthface/GFC/webpage.jsonld
similarity index 100%
rename from data/objects/summoned/generated/GFC/webpage.jsonld
rename to data/objects/summoned/earthface/GFC/webpage.jsonld
diff --git a/data/objects/summoned/generated/GHSL/ghsl.jsonld b/data/objects/summoned/earthface/GHSL/ghsl.jsonld
similarity index 100%
rename from data/objects/summoned/generated/GHSL/ghsl.jsonld
rename to data/objects/summoned/earthface/GHSL/ghsl.jsonld
diff --git a/data/objects/summoned/generated/GHSL/webpage.jsonld b/data/objects/summoned/earthface/GHSL/webpage.jsonld
similarity index 100%
rename from data/objects/summoned/generated/GHSL/webpage.jsonld
rename to data/objects/summoned/earthface/GHSL/webpage.jsonld
diff --git a/data/objects/summoned/generated/GPP_MOD17/gpp_mod17.jsonld b/data/objects/summoned/earthface/GPP_MOD17/gpp_mod17.jsonld
similarity index 100%
rename from data/objects/summoned/generated/GPP_MOD17/gpp_mod17.jsonld
rename to data/objects/summoned/earthface/GPP_MOD17/gpp_mod17.jsonld
diff --git a/data/objects/summoned/generated/GPP_MOD17/webpage.jsonld b/data/objects/summoned/earthface/GPP_MOD17/webpage.jsonld
similarity index 100%
rename from data/objects/summoned/generated/GPP_MOD17/webpage.jsonld
rename to data/objects/summoned/earthface/GPP_MOD17/webpage.jsonld
diff --git a/data/objects/summoned/generated/GRACE-REC/grace-rec.jsonld b/data/objects/summoned/earthface/GRACE-REC/grace-rec.jsonld
similarity index 100%
rename from data/objects/summoned/generated/GRACE-REC/grace-rec.jsonld
rename to data/objects/summoned/earthface/GRACE-REC/grace-rec.jsonld
diff --git a/data/objects/summoned/generated/GRACE-REC/webpage.jsonld b/data/objects/summoned/earthface/GRACE-REC/webpage.jsonld
similarity index 100%
rename from data/objects/summoned/generated/GRACE-REC/webpage.jsonld
rename to data/objects/summoned/earthface/GRACE-REC/webpage.jsonld
diff --git a/data/objects/summoned/generated/Global_Multi-layer_Soil_Moisture/global-multi-layer-soil-moisture.jsonld b/data/objects/summoned/earthface/Global_Multi-layer_Soil_Moisture/global-multi-layer-soil-moisture.jsonld
similarity index 100%
rename from data/objects/summoned/generated/Global_Multi-layer_Soil_Moisture/global-multi-layer-soil-moisture.jsonld
rename to data/objects/summoned/earthface/Global_Multi-layer_Soil_Moisture/global-multi-layer-soil-moisture.jsonld
diff --git a/data/objects/summoned/generated/Global_Multi-layer_Soil_Moisture/webpage.jsonld b/data/objects/summoned/earthface/Global_Multi-layer_Soil_Moisture/webpage.jsonld
similarity index 100%
rename from data/objects/summoned/generated/Global_Multi-layer_Soil_Moisture/webpage.jsonld
rename to data/objects/summoned/earthface/Global_Multi-layer_Soil_Moisture/webpage.jsonld
diff --git a/data/objects/summoned/generated/Global_Tree_Density/global-tree-density.jsonld b/data/objects/summoned/earthface/Global_Tree_Density/global-tree-density.jsonld
similarity index 100%
rename from data/objects/summoned/generated/Global_Tree_Density/global-tree-density.jsonld
rename to data/objects/summoned/earthface/Global_Tree_Density/global-tree-density.jsonld
diff --git a/data/objects/summoned/generated/Global_Tree_Density/webpage.jsonld b/data/objects/summoned/earthface/Global_Tree_Density/webpage.jsonld
similarity index 100%
rename from data/objects/summoned/generated/Global_Tree_Density/webpage.jsonld
rename to data/objects/summoned/earthface/Global_Tree_Density/webpage.jsonld
diff --git a/data/objects/summoned/generated/HydroSHEDS/hydrosheds.jsonld b/data/objects/summoned/earthface/HydroSHEDS/hydrosheds.jsonld
similarity index 100%
rename from data/objects/summoned/generated/HydroSHEDS/hydrosheds.jsonld
rename to data/objects/summoned/earthface/HydroSHEDS/hydrosheds.jsonld
diff --git a/data/objects/summoned/generated/HydroSHEDS/webpage.jsonld b/data/objects/summoned/earthface/HydroSHEDS/webpage.jsonld
similarity index 100%
rename from data/objects/summoned/generated/HydroSHEDS/webpage.jsonld
rename to data/objects/summoned/earthface/HydroSHEDS/webpage.jsonld
diff --git a/data/objects/summoned/generated/Hydrography90m/hydrography90m.jsonld b/data/objects/summoned/earthface/Hydrography90m/hydrography90m.jsonld
similarity index 100%
rename from data/objects/summoned/generated/Hydrography90m/hydrography90m.jsonld
rename to data/objects/summoned/earthface/Hydrography90m/hydrography90m.jsonld
diff --git a/data/objects/summoned/generated/Hydrography90m/webpage.jsonld b/data/objects/summoned/earthface/Hydrography90m/webpage.jsonld
similarity index 100%
rename from data/objects/summoned/generated/Hydrography90m/webpage.jsonld
rename to data/objects/summoned/earthface/Hydrography90m/webpage.jsonld
diff --git a/data/objects/summoned/generated/MERIT_DEM/merit-dem.jsonld b/data/objects/summoned/earthface/MERIT_DEM/merit-dem.jsonld
similarity index 100%
rename from data/objects/summoned/generated/MERIT_DEM/merit-dem.jsonld
rename to data/objects/summoned/earthface/MERIT_DEM/merit-dem.jsonld
diff --git a/data/objects/summoned/generated/MERIT_DEM/webpage.jsonld b/data/objects/summoned/earthface/MERIT_DEM/webpage.jsonld
similarity index 100%
rename from data/objects/summoned/generated/MERIT_DEM/webpage.jsonld
rename to data/objects/summoned/earthface/MERIT_DEM/webpage.jsonld
diff --git a/data/objects/summoned/generated/MRLC_NLCD/annual-nlcd.jsonld b/data/objects/summoned/earthface/MRLC_NLCD/annual-nlcd.jsonld
similarity index 100%
rename from data/objects/summoned/generated/MRLC_NLCD/annual-nlcd.jsonld
rename to data/objects/summoned/earthface/MRLC_NLCD/annual-nlcd.jsonld
diff --git a/data/objects/summoned/generated/MRLC_NLCD/datacatalog.jsonld b/data/objects/summoned/earthface/MRLC_NLCD/datacatalog.jsonld
similarity index 100%
rename from data/objects/summoned/generated/MRLC_NLCD/datacatalog.jsonld
rename to data/objects/summoned/earthface/MRLC_NLCD/datacatalog.jsonld
diff --git a/data/objects/summoned/generated/MRLC_NLCD/exotic-annual-grass.jsonld b/data/objects/summoned/earthface/MRLC_NLCD/exotic-annual-grass.jsonld
similarity index 100%
rename from data/objects/summoned/generated/MRLC_NLCD/exotic-annual-grass.jsonld
rename to data/objects/summoned/earthface/MRLC_NLCD/exotic-annual-grass.jsonld
diff --git a/data/objects/summoned/generated/MRLC_NLCD/legacy-nlcd.jsonld b/data/objects/summoned/earthface/MRLC_NLCD/legacy-nlcd.jsonld
similarity index 100%
rename from data/objects/summoned/generated/MRLC_NLCD/legacy-nlcd.jsonld
rename to data/objects/summoned/earthface/MRLC_NLCD/legacy-nlcd.jsonld
diff --git a/data/objects/summoned/generated/MRLC_NLCD/nalcms.jsonld b/data/objects/summoned/earthface/MRLC_NLCD/nalcms.jsonld
similarity index 100%
rename from data/objects/summoned/generated/MRLC_NLCD/nalcms.jsonld
rename to data/objects/summoned/earthface/MRLC_NLCD/nalcms.jsonld
diff --git a/data/objects/summoned/generated/MRLC_NLCD/rcmap.jsonld b/data/objects/summoned/earthface/MRLC_NLCD/rcmap.jsonld
similarity index 100%
rename from data/objects/summoned/generated/MRLC_NLCD/rcmap.jsonld
rename to data/objects/summoned/earthface/MRLC_NLCD/rcmap.jsonld
diff --git a/data/objects/summoned/generated/MRLC_NLCD/webpage.jsonld b/data/objects/summoned/earthface/MRLC_NLCD/webpage.jsonld
similarity index 100%
rename from data/objects/summoned/generated/MRLC_NLCD/webpage.jsonld
rename to data/objects/summoned/earthface/MRLC_NLCD/webpage.jsonld
diff --git a/data/objects/summoned/generated/Shale_Network/shale-network.jsonld b/data/objects/summoned/earthface/Shale_Network/shale-network.jsonld
similarity index 100%
rename from data/objects/summoned/generated/Shale_Network/shale-network.jsonld
rename to data/objects/summoned/earthface/Shale_Network/shale-network.jsonld
diff --git a/data/objects/summoned/generated/Shale_Network/webpage.jsonld b/data/objects/summoned/earthface/Shale_Network/webpage.jsonld
similarity index 100%
rename from data/objects/summoned/generated/Shale_Network/webpage.jsonld
rename to data/objects/summoned/earthface/Shale_Network/webpage.jsonld
diff --git a/data/objects/summoned/generated/SoilGrids2/soilgrids2.jsonld b/data/objects/summoned/earthface/SoilGrids2/soilgrids2.jsonld
similarity index 100%
rename from data/objects/summoned/generated/SoilGrids2/soilgrids2.jsonld
rename to data/objects/summoned/earthface/SoilGrids2/soilgrids2.jsonld
diff --git a/data/objects/summoned/generated/SoilGrids2/webpage.jsonld b/data/objects/summoned/earthface/SoilGrids2/webpage.jsonld
similarity index 100%
rename from data/objects/summoned/generated/SoilGrids2/webpage.jsonld
rename to data/objects/summoned/earthface/SoilGrids2/webpage.jsonld
diff --git a/data/objects/summoned/generated/TerraClimate/terraclimate.jsonld b/data/objects/summoned/earthface/TerraClimate/terraclimate.jsonld
similarity index 100%
rename from data/objects/summoned/generated/TerraClimate/terraclimate.jsonld
rename to data/objects/summoned/earthface/TerraClimate/terraclimate.jsonld
diff --git a/data/objects/summoned/generated/TerraClimate/webpage.jsonld b/data/objects/summoned/earthface/TerraClimate/webpage.jsonld
similarity index 100%
rename from data/objects/summoned/generated/TerraClimate/webpage.jsonld
rename to data/objects/summoned/earthface/TerraClimate/webpage.jsonld
diff --git a/data/objects/summoned/generated/WATERBASE/waterbase.jsonld b/data/objects/summoned/earthface/WATERBASE/waterbase.jsonld
similarity index 100%
rename from data/objects/summoned/generated/WATERBASE/waterbase.jsonld
rename to data/objects/summoned/earthface/WATERBASE/waterbase.jsonld
diff --git a/data/objects/summoned/generated/WATERBASE/webpage.jsonld b/data/objects/summoned/earthface/WATERBASE/webpage.jsonld
similarity index 100%
rename from data/objects/summoned/generated/WATERBASE/webpage.jsonld
rename to data/objects/summoned/earthface/WATERBASE/webpage.jsonld
diff --git a/data/objects/summoned/generated/Water_Quality_Portal/water-quality-portal.jsonld b/data/objects/summoned/earthface/Water_Quality_Portal/water-quality-portal.jsonld
similarity index 100%
rename from data/objects/summoned/generated/Water_Quality_Portal/water-quality-portal.jsonld
rename to data/objects/summoned/earthface/Water_Quality_Portal/water-quality-portal.jsonld
diff --git a/data/objects/summoned/generated/Water_Quality_Portal/webpage.jsonld b/data/objects/summoned/earthface/Water_Quality_Portal/webpage.jsonld
similarity index 100%
rename from data/objects/summoned/generated/Water_Quality_Portal/webpage.jsonld
rename to data/objects/summoned/earthface/Water_Quality_Portal/webpage.jsonld
diff --git a/data/objects/summoned/generated/sitemap.xml b/data/objects/summoned/earthface/sitemap.xml
similarity index 100%
rename from data/objects/summoned/generated/sitemap.xml
rename to data/objects/summoned/earthface/sitemap.xml
diff --git a/docs/jsonld-validation-plan.md b/docs/jsonld-validation-plan.md
index 2cb3be2..22b98c7 100644
--- a/docs/jsonld-validation-plan.md
+++ b/docs/jsonld-validation-plan.md
@@ -21,6 +21,6 @@ Validate generated JSON-LD against the authoritative dataset webpage, linked dow
 
 ## Validation
 
-- Run `python3 scripts/validate_jsonld_batch.py data/objects/summoned/generated`.
+- Run `python3 scripts/validate_jsonld_batch.py data/objects/summoned/earthface` (and/or `.../generated` when that folder exists).
 - Run `git diff --check`.
 - Review `git diff` for metadata-only changes and confirm no unrelated files are modified.
diff --git a/scripts/README.md b/scripts/README.md
index fdb4b2c..15976f4 100644
--- a/scripts/README.md
+++ b/scripts/README.md
@@ -116,7 +116,7 @@ python scripts/generate_jsonld.py --ai-service gemini --csv datasets.csv
 
 ### Options
 - `--csv`: Path to CSV file (default: `datasets.csv`)
-- `--output-dir`: Output directory for JSON-LD files (default: `data/objects/summoned/generated`)
+- `--output-dir`: Output directory for JSON-LD files (default: `data/objects/summoned/earthface`)
 - `--ai-service`: Choose `gemini` (default), `nrp`, `openai`, or `anthropic` (optional - defaults to `gemini`)
 - `--api-key`: API key (or use environment variable)
 - `--model`: Model name (optional, uses defaults)
diff --git a/scripts/generate_jsonld.py b/scripts/generate_jsonld.py
index d053fb4..cb7ba00 100644
--- a/scripts/generate_jsonld.py
+++ b/scripts/generate_jsonld.py
@@ -994,7 +994,7 @@ def save_jsonld(jsonld_str: str, output_dir: Path, dataset_name: str, url: str)
 def main():
     parser = argparse.ArgumentParser(description='Generate JSON-LD for datasets')
     parser.add_argument('--csv', default='datasets.csv', help='Path to CSV file or URL (e.g. Google Sheets export)')
-    parser.add_argument('--output-dir', default='data/objects/summoned/generated', help='Output directory for JSON-LD files')
+    parser.add_argument('--output-dir', default='data/objects/summoned/earthface', help='Output directory for JSON-LD files')
     parser.add_argument('--ai-service', choices=['openai', 'anthropic', 'nrp', 'gemini'], default='gemini', help='AI service to use (default: gemini)')
     parser.add_argument('--api-key', help='API key (or set environment variable)')
     parser.add_argument('--model', help='Model name (optional)')
diff --git a/scripts/validate_jsonld_batch.py b/scripts/validate_jsonld_batch.py
index 2768c0e..e89eee0 100644
--- a/scripts/validate_jsonld_batch.py
+++ b/scripts/validate_jsonld_batch.py
@@ -1,6 +1,6 @@
 #!/usr/bin/env python3
 """
-Validate JSON-LD files under a directory (e.g. data/objects/summoned/generated).
+Validate JSON-LD files under a directory (e.g. data/objects/summoned/earthface).
 Checks: valid JSON, @context, @type, name; spatialCoverage box format; distribution encodingFormat as array.
 WebPage and DataCatalog are accepted with a warning (expected Dataset for dataset files).
 Exits 0 if all pass, 1 if any file fails.