Add more validation results

README.rst

@@ -44,7 +44,7 @@ those documents into a versioned database that downstream users can query as a C
 workbook, or GeoPackage.
 
 .. image:: https://raw.githubusercontent.com/NatLabRockies/COMPASS/main/docs/source/_static/overview.png
-    :alt: High-level overview of the INFRA-COMPASS pipeline
+    :alt: High-level overview of the COMPASS pipeline
     :align: center
     :width: 100%
 
@@ -64,17 +64,18 @@ architecture around the LLM call:
   jurisdictions.
 
 
-Read more about the tool in the `documentation <https://natlabrockies.github.io/COMPASS/misc/about.html>`_.
+Read more about the tool in the `documentation <https://natlabrockies.github.io/COMPASS/misc/about.html>`_,
+or check out summaries of the validation results in the `validation report <https://natlabrockies.github.io/COMPASS/val/validation.html>`_.
 
 
 Where is the extracted ordinance data?
 ======================================
-The National Laboratories of the Rockies (NLR) typically runs the INFRA-COMPASS pipeline
+The National Laboratories of the Rockies (NLR) typically runs the COMPASS pipeline
 annually and publishes refreshed datasets to OpenEI. The latest published ordinance datasets
 are available here:
 
-- Solar: https://data.openei.org/submissions/8519
-- Wind: https://data.openei.org/submissions/8602
+- Solar: https://data.openei.org/submissions/8602
+- Wind: https://data.openei.org/submissions/8519
 
 
 Installing COMPASS

docs/source/misc/about.rst

@@ -162,3 +162,7 @@ See the development guides for full details:
 `plugin development <https://natlabrockies.github.io/COMPASS/dev/plugin_development.html>`_
 and
 `advanced plugin development <https://natlabrockies.github.io/COMPASS/dev/advanced_plugin_development.html>`_.
+
+Validation
+==========
+Take a look at some high-level validation results in the `validation report <https://natlabrockies.github.io/COMPASS/val/validation.html>`_.

docs/source/val/validation.rst

@@ -5,6 +5,95 @@ Here we give a brief overview of the results of known COMPASS validation efforts
 
 COMPASS validation is an ongoing effort, and we will update this page as new results become available.
 
+Geothermal Electricity Document Collection Validation (May 2026)
+----------------------------------------------------------------
+This validation was for the document collection portion only.
+
+Info
+^^^^
+
+- **COMPASS Version**: `v0.15.2 <https://github.com/NatLabRockies/COMPASS/releases/tag/v0.15.2>`_
+- **Number of Documents**: 100  (Assuming 10,000 jurisdictions, there is a 95% chance that the metrics are within ±9.75% of the reported value)
+- **Features**: None
+- **Procedure Validated**: Document collection from web
+- **LLM(s) used**: OpenAI GPT-4.1, OpenAI GPT-5
+
+
+Results
+^^^^^^^
+
+.. image:: geothermal_electricity_web_scraping_may_2026.png
+
+
+Wind Document Collection Validation (September 2026)
+----------------------------------------------------
+This validation was for the document collection portion only.
+
+Info
+^^^^
+
+- **COMPASS Version**: `v0.8.2 <https://github.com/NatLabRockies/COMPASS/releases/tag/v0.8.2>`_
+- **Number of Documents**: 100  (Assuming 10,000 jurisdictions, there is a 95% chance that the metrics are within ±9.75% of the reported value)
+- **Features**: None
+- **Procedure Validated**: Document collection from web
+- **LLM(s) used**: OpenAI GPT-4o-mini, OpenAI GPT-4.1-nano, OpenAI GPT-4.1-mini, OpenAI GPT-4.1
+
+
+Results
+^^^^^^^
+
+.. image:: wind_web_scraping_september_2025.png
+
+
+Solar Validation (August 2025)
+------------------------------
+
+This validation was for the ordinance value extraction portion only (assume documents are correct and belong
+to the correct jurisdiction).
+
+This validation focused on the model ability to extract structured ordinance data from unstructured wind ordinance text documents.
+
+
+Info
+^^^^
+
+- **COMPASS Version**: `v0.7.0 <https://github.com/NatLabRockies/COMPASS/releases/tag/v0.7.0>`_
+- **Number of Documents**: 78 (Assuming 10,000 jurisdictions, there is a 95% chance that the metrics are within ±11.05% of the reported value)
+- **Features**:
+
+  - structures (participating)
+  - property line (participating)
+  - structures (non-participating)
+  - property line (non-participating)
+  - roads
+  - railroads
+  - transmission
+  - water
+  - noise
+  - maximum height
+  - maximum project size
+  - minimum lot size
+  - maximum lot size
+  - density
+  - coverage
+  - prohibitions
+  - decommissioning
+  - glare
+  - visual impact
+  - primary use districts
+  - special use districts
+  - accessory use districts
+  - ordinance effective year
+
+
+- **Procedure Validated**: Ordinance extraction from documents
+- **LLM(s) used**: OpenAI GPT-4.1-nano, OpenAI GPT-4.1-mini, OpenAI GPT-4.1
+
+Results
+^^^^^^^
+
+.. image:: solar_val_aug_2025.png
+
 
 Mini Wind Validation (June 2025)
 --------------------------------
@@ -104,3 +193,5 @@ Results
 ^^^^^^^
 
 .. image:: wind_jan_2024.png
+
+.. Margin of error calculator: https://www.calculator.net/sample-size-calculator.html