diff --git a/compass/__init__.py b/compass/__init__.py
index c048d1a7..52435a92 100644
--- a/compass/__init__.py
+++ b/compass/__init__.py
@@ -6,9 +6,10 @@
 # Temporarily import to register plugins
 # Can drop once plugins register themselves
 from .extraction import (
-    COMPASSWindExtractor,
-    COMPASSSolarExtractor,
+    COMPASSGeoHeatPumpExtractor,
     COMPASSSmallWindExtractor,
+    COMPASSSolarExtractor,
+    COMPASSWindExtractor,
     TexasWaterRightsExtractor,
 )
 
diff --git a/compass/common/base.py b/compass/common/base.py
index c284c091..308e816f 100644
--- a/compass/common/base.py
+++ b/compass/common/base.py
@@ -737,9 +737,9 @@ def _add_value_and_units_clarification_nodes(G):  # noqa: N803
             "1) Extract only the explicit numerical value provided for "
             "the restriction. Do not infer values from related "
             "restrictions.\n"
-            "2) If multiple values are given, select the most restrictive "
-            "one (i.e., the smallest allowable limit, the lowest maximum, "
-            "etc.).\n"
+            "2) If multiple **applicable** values are given, select the most "
+            "restrictive one (i.e., the smallest allowable limit, the lowest "
+            "maximum, etc.).\n"
             "3) Please focus only on {restriction} that would apply for "
             "{system_size_reminder}\n"
             "4) Pay close attention to clarifying details in parentheses, "
@@ -775,9 +775,9 @@ def _add_value_and_units_clarification_nodes(G):  # noqa: N803
             "2) The unit is expressed using standard, conventional unit "
             "names (e.g., 'feet', 'meters', 'acres', 'dBA', etc.). "
             "{unit_clarification}\n"
-            "3) If multiple values are mentioned, return only the units "
-            "for the most restrictive value that directly pertains to the "
-            "restriction.\n"
+            "3) If multiple **applicable** values are mentioned, return only "
+            "the units for the most restrictive value that directly pertains "
+            "to the restriction.\n"
             "\nExample Inputs and Outputs:\n"
             "Text: 'For all WES there is a limitation of overall height "
             "of 200 feet (including blades).'\n"
diff --git a/compass/extraction/__init__.py b/compass/extraction/__init__.py
index 2ee97718..fed7f61f 100644
--- a/compass/extraction/__init__.py
+++ b/compass/extraction/__init__.py
@@ -10,7 +10,8 @@
 
 # Temporarily import to register plugins
 # Can drop once plugins register themselves
-from .wind import COMPASSWindExtractor
-from .solar import COMPASSSolarExtractor
+from .ghp import COMPASSGeoHeatPumpExtractor
 from .small_wind import COMPASSSmallWindExtractor
+from .solar import COMPASSSolarExtractor
 from .water import TexasWaterRightsExtractor
+from .wind import COMPASSWindExtractor
diff --git a/compass/extraction/ghp/__init__.py b/compass/extraction/ghp/__init__.py
new file mode 100644
index 00000000..232622ea
--- /dev/null
+++ b/compass/extraction/ghp/__init__.py
@@ -0,0 +1,11 @@
+"""COMPASS Geothermal ground source heat pump plugin"""
+
+import importlib.resources
+
+from compass.plugin import create_schema_based_one_shot_extraction_plugin
+
+
+COMPASSGeoHeatPumpExtractor = create_schema_based_one_shot_extraction_plugin(
+    importlib.resources.files("compass.extraction.ghp") / "plugin_config.yaml",
+    tech="ghp",
+)
diff --git a/compass/extraction/ghp/geothermal_heat_pump_schema.json5 b/compass/extraction/ghp/geothermal_heat_pump_schema.json5
new file mode 100644
index 00000000..4e90c4ee
--- /dev/null
+++ b/compass/extraction/ghp/geothermal_heat_pump_schema.json5
@@ -0,0 +1,344 @@
+{
+  "title": "Geothermal Heat Pump Ordinance Extraction Schema",
+  "description": "Single-shot structured extraction schema for geothermal heat pump (GHP) and ground source heat pump ordinances. This schema guides an LLM to extract all relevant features in one call and returns an outputs array where each object represents one row in the extracted long-form table.",
+  "version": "1.0.0",
+  "type": "object",
+  "required": ["outputs"],
+  "additionalProperties": false,
+  "properties": {
+    "outputs": {
+      "type": "array",
+      "description": "Sparse long-form extraction table. Include only features with an enacted, explicit requirement and emit **at most one row per feature**. Never infer, imply, or guess a requirement from related context.",
+      "items": {
+        "type": "object",
+        "required": [
+          "feature",
+          "value",
+          "units",
+          "section",
+          "summary",
+          "explanation"
+        ],
+        "additionalProperties": false,
+        "properties": {
+          "feature": {
+            "type": "string",
+            "description": "The ordinance feature being extracted. Must be one of the enumerated feature IDs.",
+            "enum": [
+              "driveways",
+              "property lines",
+              "yards",
+              "private water",
+              "public water",
+              "building foundation",
+              "wastewater",
+              "water line",
+              "sewer line",
+              "animal enclosures",
+              "roads",
+              "row",
+              "above ground fuel",
+              "below ground fuel",
+              "subsurface drains",
+              "wetlands",
+              "pools",
+              "hmat",
+              "noise",
+              "minimum well depth",
+              "maximum well depth",
+              "well definition",
+              "geothermal definition",
+              "ghp definition",
+              "licensed driller",
+              "certification",
+              "screening",
+              "permit",
+              "inspection",
+              "decommissioning",
+              "prohibitions cl",
+              "prohibitions ol",
+              "prohibitions other"
+            ]
+          },
+          "value": {
+            "description": "The extracted ordinance value. For numerical setbacks/limits, use a number. For categorical outcomes, use a string. For fields that list multiple named items, use an array of strings. Use null only for qualitative features, and only when an enacted, explicit, enforceable ordinance requirement for that feature is present. Null must never be used to indicate absence. If a feature has no enacted, explicit requirement in the ordinance text, omit that feature from outputs.",
+            "anyOf": [
+              {"type": "number"},
+              {"type": "string"},
+              {"type": "array", "items": {"type": "string"}, "additionalProperties": false},
+              {"type": "null"}
+            ]
+          },
+          "units": {
+            "type": ["string", "null"],
+            "description": "Units for the extracted value. Preserve the ordinance unit wording exactly whenever possible. For setbacks/depth, use linear units such as 'feet' or 'meters' as stated in text. For noise, use 'dBA' only if the ordinance says 'dBA' or 'dB(A)'; if it says 'dB' without A-weighting, keep 'dB'. Use null for qualitative fields without measurable units."
+          },
+          "section": {
+            "type": ["string", "null"],
+            "description": "The section title or number where the requirement appears (e.g., 'SECTION 1308 – Performance / Construction Standards'). Include labels/numbers if available. Null if no section identifier is available."
+          },
+          "summary": {
+            "type": "string",
+            "description": "A short summary with direct ordinance excerpts/quotes whenever possible. For qualitative features (definitions, permitting, screening, inspection, decommissioning, prohibitions), this is the primary output field and should contain a direct ordinance excerpt. For numeric features, summary must support the same requirement used to extract value and units. Must be a non-null, non-empty string. Do not output absence placeholders (for example, 'No explicit ... found'); omit the feature instead when no requirement is present."
+          },
+          "explanation": {
+            "type": "string",
+            "description": "Brief rationale explaining why this row matches the selected feature under this schema. Reference the specific evidence in summary and how it supports the extracted value and units (or, for qualitative features, the inclusion criteria) while avoiding excluded cases. Must be a non-null, non-empty string and must not use absence placeholders."
+          }
+        }
+      }
+    }
+  },
+  "$core_principles": {
+    "scope_context": {
+      "description": "Only extract requirements that apply to geothermal heat pump / ground source heat pump systems, including closed-loop and open-loop systems where relevant. If text uses generic terms like 'geothermal well' or 'geothermal system', treat it as GHP only when section context clearly indicates heating/cooling or heat-pump exchange wells/loops. Do NOT consider unrelated geothermal electricity generation rules unless the text explicitly governs heat pump exchange wells/loops. Do not extract proposed, future, draft, or contingent requirements that are not currently effective as written."
+    },
+    "strict_evidence_gate": {
+      "description": "Extract a feature only when the ordinance text explicitly states a requirement, definition, or prohibition for that same feature. Never infer, assume, extrapolate, or guess from related context, implications, headings, or nearby provisions. If the ordinance points to an outside document or standard without restating the controlling requirement in the ordinance text itself, do not import missing values from that outside source."
+    },
+    "data_omission": {
+      "description": "Emit only positively matched features. If a feature is not explicitly present, omit it entirely rather than returning placeholder text. For qualitative features, use value=null and units=null only when an enacted, explicit requirement or definition for that same feature is present. For numeric features, extract only when an explicit numeric threshold is stated in the ordinance text; otherwise omit the feature instead of returning null, empty, or qualitative-only values. Never emit absence placeholders such as 'not found', 'no explicit requirement', 'none', or similar text in any field."
+    },
+    "numeric_prioritization": {
+      "description": "When multiple numeric values apply to the same feature, keep one row and select the controlling most restrictive value for that feature. Restrictiveness rules: setbacks -> choose the largest minimum separation distance; minimum well depth -> choose the highest minimum depth; maximum well depth -> choose the lowest maximum depth; noise -> choose the lowest allowed noise limit. Keep condition-specific alternatives in summary only when the ordinance text explicitly shows they all apply to the same feature for GHP systems."
+    },
+    "definition_v_rule_test": {
+      "description": "Apply a primary-purpose routing test before classifying a clause as a definition. If the excerpt's main function is to state what a term means and it does not impose an enforceable obligation, extract it as a definition feature with value=null and units=null. If the excerpt imposes standards, applicability limits, permitting conditions, performance requirements, or prohibitions, classify it under the relevant operational or prohibition feature instead, even if the clause also names or restates a term."
+    }
+  },
+  "$definitions": {
+    "setback_features": {
+      "description": "Setback features for GHP-related components. Treat each setback feature independently; do NOT cross-apply a setback unless the ordinance text **explicitly** states that it applies to multiple feature types. When a single clause explicitly lists multiple target types and one shared numeric setback (for example, 'water and sewer lines' or 'sewage and water line'), emit one row per explicitly listed feature using the same numeric value/units and cite the same clause in summary. Never infer a road or right-of-way setback from a property-line setback unless the ordinance text explicitly equates the property line with a road right-of-way or other right-of-way/easement boundary for that same requirement. Mapping defaults: if text says 'right-of-way' without a qualifier, map to 'row'; if text says road/street right-of-way, map to 'roads'; if text says utility/drainage/access easement or utility right-of-way, map to 'row'. For water supplies, map generic 'water well(s)' or 'water supply well(s)' without a public/private qualifier to 'public water'; map to 'private water' only when private supply is explicit. For fuel tanks, map generic unqualified 'fuel tank(s)' or 'fuel storage' to 'above ground fuel'; map to 'below ground fuel' only when underground or below-ground storage is explicit. Apply the shared numeric prioritization rules in $core_principles when multiple numeric values explicitly apply to the same feature for GHP systems.",
+      "properties": {
+        "driveways": {
+          "description": "Minimum required separation from driveways or drive areas. IGNORE: Do not respond based on setbacks from other kinds of right-of-way such as roads or utility easements, etc."
+        },
+        "property lines": {
+          "description": "Minimum required separation from property lines, lot lines, or parcel boundaries when the ordinance text explicitly states the setback is measured from that boundary. Do not remap property-line setbacks to 'roads' or 'row' unless the ordinance text explicitly makes the same boundary a road right-of-way or other right-of-way/easement for that requirement. IGNORE: Do not respond based on setbacks from roads, general rights-of-way, easements, or front/side/rear yard boundaries unless the text explicitly states the boundary is the property line."
+        },
+        "yards": {
+          "description": "Minimum required separation from explicit front yard, side yard, rear yard, or similar yard-based setback areas. Extract this feature only when the ordinance states the geothermal system must meet a yard setback or be located within/outside a named yard area. Do not remap yard setbacks to 'property lines' unless the ordinance explicitly measures the requirement from the property line itself rather than from a yard classification. IGNORE: Do not respond based on generic property-line, road, or right-of-way setbacks unless the ordinance explicitly frames the requirement as a yard setback."
+        },
+        "private water": {
+          "description": "Minimum required separation from private water supplies, such as drinking water wells or private water supplies. IGNORE: Do not respond based on setbacks from **public** water supply wells, water lines, sewer lines, pools, wetlands, etc."
+        },
+        "public water": {
+          "description": "Minimum required separation from public water supply wells, intakes, or related infrastructure. IGNORE: Do not respond based on setbacks from **private** water supply wells, water lines, sewer lines, pools, wetlands, etc."
+        },
+        "building foundation": {
+          "description": "Minimum required separation from building or structure foundations."
+        },
+        "wastewater": {
+          "description": "Minimum required separation from **any** wastewater-related infrastructure, including: (a) traditional onsite systems such as septic tanks, aerobic/holding tanks, leach fields, subsurface sewage disposal systems, elevated sand mounds, sewage seepage pits, and cesspools; and (b) land-application wastewater such as spray irrigation sites, sewage sludge disposal sites, and septage disposal sites. All such setbacks belong to this single 'wastewater' feature — consolidate every wastewater-related clause into one row with the most restrictive (largest) value and list all variants in summary. Do not treat stormwater-only facilities as wastewater unless ordinance text explicitly does so. Do not map line infrastructure (for example sanitary sewer lines or water service lines) to this feature; line infrastructure belongs under 'sewer line' or 'water line'."
+        },
+        "water line": {
+          "description": "Minimum required separation from water service lines and related service piping. Extract only when water line/service piping is explicitly named. If a single clause explicitly names both water line/service piping and sewer/sewage line wording with one shared numeric distance, emit both 'water line' and 'sewer line' rows using that same distance. Treat combined phrases such as 'water and sewer lines' or 'sewage and water line' as explicitly naming both line features when the shared noun 'line' or 'lines' applies to both utilities. Do not map sanitary/sewer/sewage lines or wastewater disposal structures to this feature."
+        },
+        "sewer line": {
+          "description": "Minimum required separation from sanitary/storm sewer lines. Map explicit 'sewer line', 'sanitary sewer line', or 'sewage line' wording to this feature. If a single clause explicitly names both sewer/sewage line wording and water line/service piping with one shared numeric distance, emit both 'sewer line' and 'water line' rows using that same distance. Treat combined phrases such as 'water and sewer lines' or 'sewage and water line' as explicit sewer-line evidence when the shared noun 'line' or 'lines' applies to both utilities. Do not map wastewater disposal structures (for example septic tanks, cesspools, leach fields, seepage pits) to this feature; those belong to 'wastewater'."
+        },
+        "animal enclosures": {
+          "description": "Minimum required separation from animal enclosures, barns, pens, corrals, stables, or similar livestock areas explicitly named in ordinance text. Do not infer coverage for facilities not mentioned."
+        },
+        "roads": {
+          "description": "Minimum required separation from public road rights-of-way. Property-line setbacks do NOT count for this feature unless the ordinance text explicitly states that the property line is the road right-of-way or otherwise makes them the same boundary for that requirement. IGNORE: Do not respond based on setbacks from other kinds of right-of-way such as utility easements, etc."
+        },
+        "row": {
+          "description": "Minimum required separation from any right-of-way or utility/drainage/access easements **not already captured under road right-of-way**. Non-negotiable: emit 'row' only when an explicit numeric separation distance is stated for the same ROW/easement requirement, with value as a number and units as a non-null distance unit. Property-line setbacks do NOT count for this feature unless the ordinance text explicitly states that the property line is the relevant right-of-way or easement boundary for that same requirement. If text is qualitative only (for example, 'shall not encroach' or 'must remain outside easement') with no numeric threshold, omit this feature entirely. IGNORE: Do not respond based on setbacks from roads or driveways."
+        },
+        "above ground fuel": {
+          "description": "Minimum required separation from above-ground fuel tanks or storage areas. Treat unqualified generic 'fuel tank(s)' or 'fuel storage' references as this feature unless the ordinance text explicitly says underground or below-ground. IGNORE: Do not respond based on setbacks from **underground** fuel tanks or storage areas."
+        },
+        "below ground fuel": {
+          "description": "Minimum required separation from underground fuel tanks or storage areas. Extract this feature only when underground or below-ground fuel storage is explicit. IGNORE: Do not respond based on generic unqualified fuel tanks or setbacks from **above-ground** fuel tanks or storage areas."
+        },
+        "subsurface drains": {
+          "description": "Minimum required separation from subsurface drains, tile drains, or underdrain systems."
+        },
+        "wetlands": {
+          "description": "Minimum required separation from streams, lakes, ponds, rivers, floodplains, wetlands, or other surface waters. Follow ordinance inclusions/exclusions for ditches, canals, detention basins, or constructed channels. IGNORE: Do not respond based on setbacks from water lines, sewer lines, private/public water supplies, swimming pools, etc."
+        },
+        "pools": {
+          "description": "Minimum required separation from swimming pools, spas, or similar water recreation structures. IGNORE: Do not respond based on setbacks from water lines, sewer lines, private/public water supplies, wetlands, etc."
+        },
+        "hmat": {
+          "description": "Minimum required separation from hazardous materials storage, chemical storage, or fertilizer storage/handling areas."
+        }
+      }
+    },
+    "numerical_features": {
+      "description": "Non-setback numerical restriction features. Only extract if numerical values are explicitly given in the text.",
+      "properties": {
+        "noise": {
+          "description": "Extract maximum allowable operational noise for GHP systems only when an explicit numeric limit is stated. Keep units exactly as written in text ('dBA' only when text says 'dBA' or 'dB(A)'; keep 'dB' if unweighted). If the ordinance only references compliance with other standards or provides no numeric noise limit, omit this feature entirely. When multiple limits are present (for example day/night or zoning classes), keep the lowest allowed numeric limit and list all variants in summary only when the ordinance text explicitly shows they apply to GHP systems."
+        },
+        "minimum well depth": {
+          "description": "Extract **minimum** depth requirements for boreholes/wells, including conditional limits by geology or aquifer protection zones. Most restrictive means the highest minimum depth value. If multiple conditional minimums exist, keep one row, store the controlling highest minimum in value, and list all condition-specific alternatives in summary."
+        },
+        "maximum well depth": {
+          "description": "Extract **maximum** depth limits or depth-related requirements for boreholes/wells, including conditional limits by geology or aquifer protection zones. Most restrictive means the lowest maximum depth value. If multiple conditional maximums exist, keep one row, store the controlling lowest maximum in value, and list all condition-specific alternatives in summary."
+        }
+      }
+    },
+    "definition_features": {
+      "description": "Definitions of certain terms as direct excerpts whose primary purpose is to state term meaning. Apply the definition-vs-rule routing test in $core_principles before classifying a clause as a definition.",
+      "properties": {
+        "well definition": {
+          "description": "Extract the ordinance definition text for 'Geothermal Well' (or equivalent term) only when the excerpt's primary purpose is to define the term's meaning."
+        },
+        "geothermal definition": {
+          "description": "Extract the ordinance definition text for 'Geothermal' only when the excerpt's primary purpose is to define the term's meaning."
+        },
+        "ghp definition": {
+          "description": "Extract the ordinance definition text for 'ground source heat pump system', 'geothermal heat pump system', or equivalent term only when the excerpt's primary purpose is to define the term's meaning."
+        }
+      }
+    },
+    "operational_features": {
+      "description": "Operational, licensing, permitting, inspection, and abandonment requirements. These features require text extraction only.",
+      "properties": {
+        "licensed driller": {
+          "description": "Extract requirements that the GHP **drilling** activity specifically must be performed by a licensed well driller. The credential must attach directly to the act of drilling or boring the well or borehole. Require explicit licensing language tied to drilling (for example: 'shall be drilled by a licensed well driller', 'licensed driller is required'). Do NOT infer this feature from setback, construction, permitting, or generic contractor language. Do NOT use this feature for installer certifications, contractor accreditations, professional engineer requirements, equipment certifications, or other credentials that apply beyond the drilling activity itself — those belong to 'certification'."
+        },
+        "certification": {
+          "description": "Extract any certification, accreditation, or professional credential requirement that is **not** a drilling license captured under 'licensed driller'. This includes trade or industry certification programs for GHP installers or contractors, professional engineer or licensed design professional requirements, and equipment or system certification standards. Capture the credential type, issuing body, and qualifying conditions when explicitly stated."
+        },
+        "screening": {
+          "description": "Extract only explicit requirements for visual or physical concealment of above-ground geothermal equipment. Valid concealment mechanisms include barriers or treatments such as screening, fences, walls, landscaping, berms, opaque enclosures, parapets, louvers, or screening panels. A screening row is valid only when the ordinance excerpt itself explicitly states at least one concealment mechanism. Exclude pure siting/location/setback/front-yard/side-yard/rear-yard placement rules, visibility assumptions, or indirect inference from location constraints unless the same requirement explicitly adds a concealment mechanism."
+        },
+        "permit": {
+          "description": "Extract permit requirements that explicitly govern GHP installation, drilling, or operation (for example mechanical, geothermal well, environmental, zoning, or health approvals), including triggering conditions. Do not extract generic non-GHP permits unless the ordinance explicitly ties them to geothermal systems."
+        },
+        "inspection": {
+          "description": "Extract required inspections (pre-drilling, during installation, final inspection, pressure/flow testing, health/environmental inspections). Include inspection type(s) and responsible authority details in summary when stated."
+        },
+        "decommissioning": {
+          "description": "Extract requirements for abandonment, plugging, sealing, removal, and site restoration when systems are retired, fail, or wells are abandoned, including responsible party and timeline details when explicitly stated."
+        }
+      }
+    },
+    "prohibition_features": {
+      "description": "Prohibitions, bans, or moratoria on building, installing, siting, or otherwise deploying geothermal systems or geothermal system types.",
+      "properties": {
+        "prohibitions cl": {
+          "description": "Extract whether **closed-loop** geothermal systems are explicitly prohibited or under moratorium for construction, installation, siting, or deployment. CRITICAL: Extract only when the text states an unconditional prohibition/moratorium that applies as written (not proposed). If there are carve-outs, exceptions, or conditional permitting in any capacity, this is NOT a prohibition feature. Do NOT use this feature for operating conditions, material restrictions, fluid restrictions, design standards, or performance limits that still allow closed-loop systems to be built or installed. For moratoria, include start/end timing details in summary; if the ordinance states an end date that has already passed, omit this feature."
+        },
+        "prohibitions ol": {
+          "description": "Extract whether **open-loop** geothermal systems are explicitly prohibited or under moratorium for construction, installation, siting, or deployment. CRITICAL: Extract only when the text states an unconditional prohibition/moratorium that applies as written (not proposed). If there are carve-outs, exceptions, or conditional permitting in any capacity, this is NOT a prohibition feature. Do NOT use this feature for operating conditions, discharge standards, water-quality limits, design standards, or performance limits that still allow open-loop systems to be built or installed. For moratoria, include start/end timing details in summary; if the ordinance states an end date that has already passed, omit this feature."
+        },
+        "prohibitions other": {
+          "description": "Extract any other geothermal-related prohibitions or moratoria on construction, installation, siting, or deployment not captured above (for example: standing-column wells, vertical borefields, district-specific bans, or explicit bans on a geothermal installation method). Do NOT extract operating conditions, allowed-material lists, fluid restrictions, discharge standards, maintenance rules, or performance requirements that regulate how an otherwise permitted system must be designed or operated. If the text allows the system type to be built subject to conditions, omit this feature."
+        }
+      }
+    }
+  },
+  "$examples": [
+    {
+      "outputs": [
+        {
+          "feature": "private water",
+          "value": 100,
+          "units": "feet",
+          "section": "Section 8.3 - Well Siting Standards",
+          "summary": "'No geothermal borehole shall be located within one hundred (100) feet of any private drinking water well.'",
+          "explanation": "The excerpt states an explicit numeric minimum separation from private drinking water wells, so it maps directly to 'private water' with value 100 feet."
+        },
+        {
+          "feature": "licensed driller",
+          "value": null,
+          "units": null,
+          "section": "Section 6.1 - Contractor Qualifications",
+          "summary": "'All geothermal wells shall be drilled by a state-licensed well driller in good standing.'",
+          "explanation": "The clause explicitly ties a licensing credential to the drilling activity itself, which matches 'licensed driller'."
+        },
+        {
+          "feature": "prohibitions ol",
+          "value": null,
+          "units": null,
+          "section": "Section 12.4 - GEOTHERMAL ENERGY SYSTEM STANDARDS",
+          "summary": "'Only closed loop ground source heat pump systems utilizing heat transfer fluids as defined in this Zoning Code are permitted. Open loop ground source heat pump systems are not permitted.'",
+          "explanation": "The text states an explicit current ban on open-loop systems, so it matches 'prohibitions ol'."
+        }
+      ]
+    }
+  ],
+  "$instructions": {
+    "general": [
+      "Use direct text excerpts and quotes in summary whenever possible.",
+      "Each feature may appear **at most once** in outputs; do not emit multiple rows for the same feature. If multiple ordinance lines map to one feature, build a temporary map keyed by feature, aggregate all evidence clauses under that feature key, consolidate into one row, and keep the controlling most restrictive value in value while listing alternatives in summary.",
+      "For any numeric feature, the summary must support the same requirement that produced value and units for that row. If both an explicit numeric threshold and related qualitative language are present, emit one consolidated row using the numeric threshold for value/units and include the qualitative language only as supplemental context in summary. Never pair a numeric value from one clause with qualitative-only language from another clause that has no numeric threshold.",
+      "Feature disambiguation for wastewater vs line infrastructure: sewage/wastewater disposal structures (for example septic tanks, cesspools, leach fields, seepage pits, sludge/septage sites) map only to 'wastewater'; explicit sewer or sewage line wording maps only to 'sewer line'; explicit water service line wording maps only to 'water line'. If one clause explicitly names both sewer/sewage line and water line/service piping with a shared numeric setback, emit both line features with that same value and units. Phrases such as 'water and sewer lines' or 'sewage and water line' count as explicitly naming both line features when the shared noun 'line' or 'lines' applies to both utilities.",
+      "Numeric features in this schema are all setback features (driveways, property lines, yards, private water, public water, building foundation, wastewater, water line, sewer line, animal enclosures, roads, row, above ground fuel, below ground fuel, subsurface drains, wetlands, pools, hmat) plus noise, minimum well depth, and maximum well depth.",
+      "Summary is the primary data carrier for all features in this schema; every row must have a non-null, non-empty string for summary.",
+      "Every row must include an explanation that briefly justifies why the cited summary evidence matches the selected feature under this schema's rules.",
+      "Emit only positively matched features. Never emit a row to explain why a feature does not apply.",
+      "The outputs array is a sparse long-form extraction table and does not need to contain every enumerated feature.",
+      "Tables, table footnotes, and labeled graphics count as valid ordinance evidence when they state the controlling requirement; preserve the relevant table cell or footnote context in summary.",
+      "If ordinance text shows an amended or superseding requirement, extract the current operative requirement as written rather than a superseded historical value unless the ordinance text clearly keeps both rules active.",
+      "If text is suggestive but not explicit for the target feature, omit the feature."
+    ],
+    "setbacks": [
+      "Setbacks should be extracted as minimum separation distances.",
+      "Prefer numeric values with units ('feet', 'meters').",
+      "Setback rows must contain numeric value and non-null units; never emit qualitative-only setback rows.",
+      "If both general and condition-specific setbacks are provided, select the controlling most restrictive value for the GHP scenario and describe conditions in summary.",
+      "Treat property-line, lot-line, and parcel-boundary setbacks as 'property lines' when the ordinance measures the setback from that boundary.",
+      "Treat explicit front-yard, side-yard, rear-yard, and similar yard-based setbacks as 'yards'.",
+      "Do not conflate road right-of-way with general right-of-way/easement unless ordinance text makes them equivalent.",
+      "Do not infer road or right-of-way/easement setbacks from property-line setbacks unless the ordinance text explicitly makes the boundaries equivalent for that same requirement.",
+      "Do not infer a yard setback from a property-line setback, or a property-line setback from a yard setback, unless the ordinance text explicitly equates them for that same requirement.",
+      "Mapping defaults: generic 'right-of-way' with no qualifier maps to 'row'; generic 'water well(s)' with no public/private qualifier maps to 'public water'; generic unqualified 'fuel tank(s)' or 'fuel storage' maps to 'above ground fuel'.",
+      "When one setback clause explicitly names multiple target features and provides one shared numeric threshold, emit one row per explicitly named feature using the same threshold and units."
+    ],
+    "definitions": [
+      "Definitions are qualitative text extractions; set value and units to null and place definition text directly in summary.",
+      "If a requested definition is not present, omit that feature entirely; do not emit placeholder text.",
+      "Apply the definition-vs-rule routing test in $core_principles before classifying a row as a definition feature.",
+      "When a clause both references a term label and imposes a requirement, classify it under the relevant operational/prohibition feature if applicable; do not classify it as a definition.",
+      "Counterexample for definition features: a sentence like 'X, referred to as Y, shall be subject to development standards' is not a definition because its primary purpose is obligation, not term meaning.",
+      "Preserve legal phrasing and term boundaries from ordinance language."
+    ],
+    "operational": [
+      "For qualitative features: output only when an explicit enforceable requirement is present.",
+      "Do not map generalized construction or design standards to operational features unless the ordinance explicitly names that operational requirement.",
+      "For 'licensed driller', require explicit drilling-license language tied to boring or drilling the geothermal well or borehole itself; do not infer this feature from installer credentials, PE requirements, permit prerequisites, or equipment certifications.",
+      "Do not classify setback, yard placement, lot location, dimensional, or zoning placement constraints as 'screening' unless ordinance text explicitly requires concealment (for example: fence, landscape buffer, enclosure, screen wall/panel).",
+      "If a provision combines placement and concealment, 'screening' may be extracted only from the concealment language and should quote that concealment requirement directly in summary.",
+      "For screening, explanation must cite explicit concealment language present in summary; explanations based on implied reduced visibility from siting/location restrictions are invalid.",
+      "For screening, if summary is only placement/setback/frontage language and does not include explicit concealment language, omit the screening row entirely.",
+      "If no explicit requirement exists for one of these features, omit it from outputs instead of writing an absence statement."
+    ],
+    "prohibitions": [
+      "Classify prohibitions as currently effective bans or moratoria on building, installing, siting, or deploying a geothermal system or geothermal system type.",
+      "If no active prohibition is found for a prohibition feature, omit that feature from outputs instead of using placeholder values.",
+      "Distinguish between complete prohibition and conditional permitting. Conditional permitting is not a ban.",
+      "Do not treat operational, design, material, fluid, discharge, maintenance, or performance restrictions as prohibitions when the ordinance still allows the system to be built or installed subject to those conditions.",
+      "If the text says a system or component is permitted only with specified materials, fluids, methods, or standards, classify it as a non-prohibition rule or omit it if no other feature fits; do not force it into a prohibition feature.",
+      "If a moratorium includes an explicit end date that has passed, omit that prohibition feature."
+    ]
+  },
+  "$qa_checklist": [
+    "Enforce uniqueness by feature with len(outputs) == len(unique(feature values)); if duplicates exist, merge or drop invalid rows until equality is true.",
+    "Every row must have non-null, non-empty strings for summary and explanation.",
+    "Explanation must explicitly tie summary evidence to the selected feature and must not contradict feature inclusion/exclusion criteria.",
+    "For every numeric feature row, require numeric value and non-null units.",
+    "Remove any numeric-feature row derived only from qualitative language (for example 'shall not encroach' or 'comply with standards') when no numeric threshold is quoted.",
+    "For qualitative features, set value and units to null.",
+    "If summary or explanation indicates the feature is not applicable, omit the row.",
+    "If a feature fails any check, omit it rather than returning a partial row."
+  ],
+  "$qualitative_features": [
+    "well definition",
+    "geothermal definition",
+    "ghp definition",
+    "licensed driller",
+    "certification",
+    "screening",
+    "permit",
+    "inspection",
+    "decommissioning",
+    "prohibitions cl",
+    "prohibitions ol",
+    "prohibitions other"
+  ]
+}
diff --git a/compass/extraction/ghp/plugin_config.yaml b/compass/extraction/ghp/plugin_config.yaml
new file mode 100644
index 00000000..fae2ac67
--- /dev/null
+++ b/compass/extraction/ghp/plugin_config.yaml
@@ -0,0 +1,103 @@
+schema: ./geothermal_heat_pump_schema.json5
+
+data_type_short_desc: geothermal ground source heat pump ordinance
+
+query_templates:
+    - "{jurisdiction} geothermal ground source heat pump code"
+    - "filetype:pdf {jurisdiction} geothermal heat pump ordinance"
+    - "{jurisdiction} geothermal energy system ordinance"
+    - "Where can I find the legal text for geothermal heat pump zoning ordinances in {jurisdiction}?"
+    - "What is the specific legal information regarding zoning ordinances for geothermal heat pumps in {jurisdiction}?"
+
+website_keywords:
+    # These still need massaging
+    #   - e.g. include something about open loop or closed loop?
+    pdf: 92160
+    pump: 46080
+    geothermal: 23040
+    ordinance: 11520
+    zoning: 5760
+    regulation: 2880
+    code: 1440
+    heating: 1440
+    planning: 720
+    government: 180
+
+heuristic_keywords:
+  good_tech_acronyms:
+    - "ghp"
+    - "gshp"
+  good_tech_keywords:
+    - "geoexchange"
+    - "geo-exchange"
+    - "wellfield"
+    - "direct-use"
+    - "closed-loop"
+  good_tech_phrases:
+    - "well field"
+    - "geothermal resource"
+    - "geothermal drilling"
+    - "geothermal well"
+    - "geothermal reservoir"
+    - "geothermal permit"
+    - "geothermal ordinance"
+    - "geothermal zoning"
+    - "closed loop"
+    - "open loop"
+    - "vertical loop"
+    - "horizontal loop"
+    - "heating and cooling"
+    - "space heating"
+    - "direct use"
+    - "district heating"
+    - "greenhouse heating"
+    - "residential geothermal"
+    - "heat pump"
+    - "geothermal heat pump"
+    - "ground source heat pump"
+    - "ground-source heat pump"
+    - "ground heat pump"
+    - "ground-coupled heat pump"
+    - "ground coupled heat pump"
+    - "earth-coupled heat pump"
+    - "earth-source heat pump"
+    - "closed loop ground source"
+    - "open loop ground source"
+  not_tech_words:
+    - "production well"
+    - "geothermal exploration"
+    - "geothermal generating"
+    - "geothermal generation"
+    - "geothermal power"
+    - "geothermal production"
+    - "geothermal project"
+    - "geothermal overlay zone"
+    - "geothermal power plant"
+    - "geothermal facility"
+    - "geothermal electric"
+    - "geothermal energy facility"
+    - "geothermal lease"
+    - "geothermal development"
+    - "steam turbine"
+    - "binary cycle"
+    - "flash steam"
+    - "dry steam"
+    - "enhanced geothermal"
+    - "reservoir temperature"
+    - "reinjection well"
+    - "production zone"
+    - "geothermal production project"
+    - "exploratory well"
+    - "injection well"
+
+collection_prompts: True
+
+extraction_system_prompt: |-
+  You are a legal scholar extracting structured data from geothermal ground source heat pump ordinances.
+  Be focused and literal: extract only enacted, explicit, in-scope requirements.
+  Be thorough and complete: review all relevant sections, including tables and
+  lists, so no explicitly stated feature is missed.
+  Before finalizing, perform a feature-coverage check against the schema enum and
+  ensure each explicitly supported feature is captured exactly once.
+  Pay extra attention to any descriptions, instructions, examples, and definitions in the schema,
+  and be sure to follow all schema instructions carefully.
diff --git a/compass/extraction/small_wind/parse.py b/compass/extraction/small_wind/parse.py
index 5b9c9019..417fd81b 100644
--- a/compass/extraction/small_wind/parse.py
+++ b/compass/extraction/small_wind/parse.py
@@ -253,6 +253,9 @@ class StructuredSmallWindOrdinanceParser(StructuredSmallWindParser):
     OUT_LABEL = "ordinance_values"
     """Identifier for structured ordinance data output by this class"""
 
+    TASK_ID = LLMUsageCategory.ORDINANCE_VALUE_EXTRACTION
+    """Identifier for this parser's specific LLM task category"""
+
     async def parse(self, text):
         """Parse text and extract structure ordinance data
 
@@ -569,6 +572,9 @@ class StructuredSmallWindPermittedUseDistrictsParser(
     OUT_LABEL = "permitted_district_values"
     """Identifier for structured ordinance data output by this class"""
 
+    TASK_ID = LLMUsageCategory.PERMITTED_USE_VALUE_EXTRACTION
+    """Identifier for this parser's specific LLM task category"""
+
     _SMALL_WES_CLARIFICATION = (
         "Small wind energy systems (AWES) may also be referred to as "
         "non-commercial wind energy systems, on-site wind energy systems, "
diff --git a/compass/extraction/solar/parse.py b/compass/extraction/solar/parse.py
index 290aebc1..ac1cbd58 100644
--- a/compass/extraction/solar/parse.py
+++ b/compass/extraction/solar/parse.py
@@ -200,6 +200,9 @@ class StructuredSolarOrdinanceParser(StructuredSolarParser):
     OUT_LABEL = "ordinance_values"
     """Identifier for structured ordinance data output by this class"""
 
+    TASK_ID = LLMUsageCategory.ORDINANCE_VALUE_EXTRACTION
+    """Identifier for this parser's specific LLM task category"""
+
     async def parse(self, text):
         """Parse text and extract structure ordinance data
 
@@ -505,6 +508,9 @@ class StructuredSolarPermittedUseDistrictsParser(StructuredSolarParser):
     OUT_LABEL = "permitted_district_values"
     """Identifier for structured ordinance data output by this class"""
 
+    TASK_ID = LLMUsageCategory.PERMITTED_USE_VALUE_EXTRACTION
+    """Identifier for this parser's specific LLM task category"""
+
     _LARGE_SEF_CLARIFICATION = (
         "Large solar energy systems (SES) may also be referred to as solar "
         "panels, solar energy conversion systems (SECS), solar energy "
diff --git a/compass/extraction/wind/parse.py b/compass/extraction/wind/parse.py
index bb54b11c..05b9a924 100644
--- a/compass/extraction/wind/parse.py
+++ b/compass/extraction/wind/parse.py
@@ -190,6 +190,9 @@ class StructuredWindOrdinanceParser(StructuredWindParser):
     OUT_LABEL = "ordinance_values"
     """Identifier for structured ordinance data output by this class"""
 
+    TASK_ID = LLMUsageCategory.ORDINANCE_VALUE_EXTRACTION
+    """Identifier for this parser's specific LLM task category"""
+
     async def parse(self, text):
         """Parse text and extract structure ordinance data
 
@@ -508,6 +511,9 @@ class StructuredWindPermittedUseDistrictsParser(StructuredWindParser):
     OUT_LABEL = "permitted_district_values"
     """Identifier for structured ordinance data output by this class"""
 
+    TASK_ID = LLMUsageCategory.PERMITTED_USE_VALUE_EXTRACTION
+    """Identifier for this parser's specific LLM task category"""
+
     _LARGE_WES_CLARIFICATION = (
         "Large wind energy systems (WES) may also be referred to as wind "
         "turbines, wind energy conversion systems (WECS), wind energy "
diff --git a/compass/plugin/one_shot/base.py b/compass/plugin/one_shot/base.py
index 5570f182..e5254a73 100644
--- a/compass/plugin/one_shot/base.py
+++ b/compass/plugin/one_shot/base.py
@@ -133,6 +133,12 @@ def create_schema_based_one_shot_extraction_plugin(config, tech):  # noqa: C901
         Technology identifier to use for the plugin (e.g., "wind",
         "solar"). Must be unique from the identifiers of any existing
         plugins.
+
+    Returns
+    -------
+    callable
+        A `SchemaBasedExtractionPlugin` subclass configured according to
+        the input configuration.
     """
     if not isinstance(config, dict):
         config = load_config(config)
@@ -401,6 +407,7 @@ def _validate_website_keywords(self):
             """
 
     register_plugin(SchemaBasedExtractionPlugin)
+    return SchemaBasedExtractionPlugin
 
 
 def _collectors_from_config(config):
diff --git a/compass/plugin/one_shot/components.py b/compass/plugin/one_shot/components.py
index 3edefaa8..1887de03 100644
--- a/compass/plugin/one_shot/components.py
+++ b/compass/plugin/one_shot/components.py
@@ -1,7 +1,9 @@
 """COMPASS extraction schema-based plugin component implementations"""
 
+import json
 import asyncio
 import logging
+from datetime import datetime
 from abc import ABC, abstractmethod
 
 import pandas as pd
@@ -91,7 +93,7 @@
 
 """
 _DATA_PARSER_MAIN_PROMPT = """\
-Extract all {desc}features from the following text:
+Extract all applicable {desc}features explicitly supported by following text:
 
 {text}
 
@@ -101,6 +103,12 @@
 You are a legal scholar extracting structured data from {desc}documents. \
 Follow all instructions in the schema descriptions carefully.\
 """
+_DATA_PARSER_ADDITIONAL_CONTEXT = """\
+# ADDITIONAL CONTEXT #
+- Today's date is {todays_date}. If you are extracting a moratorium or \
+temporary restriction that includes an explicit end date that has already \
+passed as of today, treat it as expired and omit that prohibition feature.\
+"""
 
 
 class SchemaBasedTextCollector(SchemaOutputLLMCaller, BaseTextCollector, ABC):
@@ -176,11 +184,17 @@ async def check_chunk(self, chunk_parser, ind):
 
     async def _check_chunk_with_prompt(self, key, text_chunk):
         """Call LLM on a chunk of text to check for ordinance"""
+        main_prompt = _TEXT_COLLECTION_MAIN_PROMPT.format(
+            schema=self.SCHEMA, text=text_chunk
+        )
+        logger.debug("Checking text chunk with LLM: %s", text_chunk)
+        logger.debug_to_file(
+            "\t- System Message:\n%s", _TEXT_COLLECTION_SYSTEM_PROMPT
+        )
+        logger.debug_to_file("\t- Main prompt:\n%s", main_prompt)
         content = await self.call(
             sys_msg=_TEXT_COLLECTION_SYSTEM_PROMPT,
-            content=_TEXT_COLLECTION_MAIN_PROMPT.format(
-                schema=self.SCHEMA, text=text_chunk
-            ),
+            content=main_prompt,
             response_format={
                 "type": "json_schema",
                 "json_schema": {
@@ -191,7 +205,7 @@ async def _check_chunk_with_prompt(self, key, text_chunk):
             },
             usage_sub_label=LLMUsageCategory.DOCUMENT_CONTENT_VALIDATION,
         )
-        logger.debug("LLM response: %s", content)
+        logger.debug("LLM response:\n%s", json.dumps(content, indent=4))
         return content.get(key, False)
 
     def _store_chunk(self, parser, chunk_ind):
@@ -239,8 +253,10 @@ async def _process(self, text_chunks):
         """Perform extraction processing"""
 
         logger.info(
-            "Extracting summary text from %d text chunks asynchronously...",
+            "Extracting summary text from %d text chunks asynchronously "
+            "using LLM: %r...",
             len(text_chunks),
+            self.llm_service.model_name,
         )
         outer_task_name = asyncio.current_task().get_name()
         summaries = [
@@ -330,9 +346,24 @@ async def parse(self, text):
             else ""
         )
 
+        todays_date = datetime.now().strftime("%B %d, %Y")
+        sys_prompt = (
+            f"{self.SYSTEM_PROMPT}\n\n{_DATA_PARSER_ADDITIONAL_CONTEXT}"
+        )
+        sys_prompt = sys_prompt.format(
+            desc=desc, schema=self.SCHEMA, todays_date=todays_date
+        )
+
+        main_prompt = _DATA_PARSER_MAIN_PROMPT.format(desc=desc, text=text)
+        logger.debug(
+            "Extracting ordinances with LLM: %r", self.llm_service.model_name
+        )
+        logger.debug_to_file("\t- System Message:\n%s", sys_prompt)
+        logger.debug_to_file("\t- Main prompt:\n%s", main_prompt)
+
         extraction = await self.call(
-            sys_msg=self.SYSTEM_PROMPT.format(desc=desc),
-            content=_DATA_PARSER_MAIN_PROMPT.format(desc=desc, text=text),
+            sys_msg=sys_prompt,
+            content=main_prompt,
             response_format={
                 "type": "json_schema",
                 "json_schema": {
@@ -343,6 +374,9 @@ async def parse(self, text):
             },
             usage_sub_label=LLMUsageCategory.ORDINANCE_VALUE_EXTRACTION,
         )
+        logger.debug_to_file(
+            "LLM response:\n%s", json.dumps(extraction, indent=4)
+        )
         data = extraction["outputs"]
         if not data:
             logger.debug(
diff --git a/compass/plugin/ordinance.py b/compass/plugin/ordinance.py
index 3980e5ab..998bbbc7 100644
--- a/compass/plugin/ordinance.py
+++ b/compass/plugin/ordinance.py
@@ -839,8 +839,9 @@ async def _try_extract_ordinances(self, doc_for_extraction, parser_class):
             await self._run_text_extractors(doc_for_extraction, parser_class)
 
         model_config = self._get_model_config(
-            primary_key=parser_class.TASK_ID,
-            secondary_key=LLMTasks.DATA_EXTRACTION,
+            parser_class.TASK_ID,
+            LLMTasks.ORDINANCE_VALUE_EXTRACTION,
+            LLMTasks.DATA_EXTRACTION,
         )
         await self.extract_ordinances_from_text(
             doc_for_extraction,
@@ -867,8 +868,9 @@ async def _run_text_extractors(self, doc_for_extraction, parser_class):
 
         te = te[0]
         model_config = self._get_model_config(
-            primary_key=te.TASK_ID,
-            secondary_key=LLMTasks.TEXT_EXTRACTION,
+            te.TASK_ID,
+            LLMTasks.ORDINANCE_TEXT_EXTRACTION,
+            LLMTasks.TEXT_EXTRACTION,
         )
         logger.debug(
             "Condensing text for extraction using %r for doc from %s",
@@ -899,13 +901,12 @@ def _concat_scrape_results(self, source):
 
         return data[0] if len(data) == 1 else pd.concat(data)
 
-    def _get_model_config(self, primary_key, secondary_key):
-        """Get model config: primary_key -> secondary_key -> default"""
-        if primary_key in self.model_configs:
-            return self.model_configs[primary_key]
-        return self.model_configs.get(
-            secondary_key, self.model_configs[LLMTasks.DEFAULT]
-        )
+    def _get_model_config(self, *keys):
+        """Get model config based on key priority"""
+        for key in keys:
+            if key in self.model_configs:
+                return self.model_configs[key]
+        return self.model_configs[LLMTasks.DEFAULT]
 
     def validate_plugin_configuration(self):
         """[NOT PUBLIC API] Validate plugin is properly configured"""
diff --git a/compass/scripts/process.py b/compass/scripts/process.py
index a71a1ecb..518cc53e 100644
--- a/compass/scripts/process.py
+++ b/compass/scripts/process.py
@@ -188,7 +188,7 @@ async def process_jurisdictions_with_openai(  # noqa: PLR0917, PLR0913
             name ``"gpt-4o-mini-2025-04-11"``, you would want to set
             ``"model": "gpt-4o-mini-2025-04-11"``.
 
-        By default, ``"gpt-4o"``.
+        By default, ``"gpt-4o-mini"``.
     num_urls_to_check_per_jurisdiction : int, optional
         Number of unique Google search result URLs to check for each
         jurisdiction when attempting to locate ordinance documents.
diff --git a/docs/source/conf.py b/docs/source/conf.py
index 9c365357..cdc8bd2e 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -64,7 +64,7 @@
     "matplotlib": ("https://matplotlib.org/stable", None),
     "networkx": ("https://networkx.org/documentation/stable", None),
     "numpy": ("https://numpy.org/doc/stable/", None),
-    "pandas": ("https://pandas.pydata.org/pandas-docs/stable", None),
+    "pandas": ("https://pandas.pydata.org/docs", None),
     "plotly": ("https://plotly.com/python-api-reference", None),
     "psycopg": ("https://www.psycopg.org/psycopg3/docs", None),
     "python": ("https://docs.python.org/3/", None),
diff --git a/docs/source/dev/advanced_plugin_development.rst b/docs/source/dev/advanced_plugin_development.rst
index d65e920c..2d9828f9 100644
--- a/docs/source/dev/advanced_plugin_development.rst
+++ b/docs/source/dev/advanced_plugin_development.rst
@@ -913,13 +913,8 @@ about your internal implementation choices:
 .. code-block:: bash
 
    export OPENAI_API_KEY="your-key"
-   export AZURE_OPENAI_ENDPOINT="your-endpoint"
-   export AZURE_OPENAI_API_KEY="your-azure-key"
 
-   compass process \
-       --tech data_center_custom \
-       --jurisdiction "Loudoun County, VA" \
-       --config my_config.yaml
+   compass process --config my_config.yaml
 
 Users select your plugin through the identifier you specify
 (``data_center_custom`` in this example). The remaining implementation
diff --git a/docs/source/dev/plugin_development.rst b/docs/source/dev/plugin_development.rst
index df01143a..96851eab 100644
--- a/docs/source/dev/plugin_development.rst
+++ b/docs/source/dev/plugin_development.rst
@@ -285,10 +285,7 @@ story you just built.
 
    export OPENAI_API_KEY="your-key"
 
-   compass process \
-       --tech battery_storage \
-       --jurisdiction "Boulder County, CO" \
-       --config my_config.yaml
+   compass process --config my_config.yaml
 
 Where to go next
 ----------------
diff --git a/examples/execution_basics/README.rst b/examples/execution_basics/README.rst
index cae42ee3..a95de654 100644
--- a/examples/execution_basics/README.rst
+++ b/examples/execution_basics/README.rst
@@ -56,12 +56,12 @@ Your LLM credentials and endpoints should be configured as environment variables
 
 **LLM Model Defaults**
 
-This minimal setup uses the default LLM model for INFRA-COMPASS — ``gpt-4o`` as of April 11, 2025.
+This minimal setup uses the default LLM model for INFRA-COMPASS — ``gpt-4o-mini`` as of March 11, 2026.
 To override this default, add a ``model`` key to your config:
 
 .. code-block:: json
 
-    "model": "gpt-4o-mini"
+    "model": "gpt-4o"
 
 
 .. IMPORTANT::
diff --git a/pixi.lock b/pixi.lock
index 7110ecea..2b79030f 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -129,7 +129,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h2d0b736_3.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/networkx-3.6.1-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/nltk-3.9.2-pyhcf101f3_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/nodejs-22.21.1-h4a9c4b4_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/nodejs-20.19.6-hc8774ed_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/nspr-4.38-h29cc59b_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/nss-3.118-h445c969_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/numpy-2.4.1-py313hf6604e3_0.conda
@@ -148,7 +148,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/pip-25.3-pyh145f28c_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/pixman-0.46.4-h54a6638_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/platformdirs-4.5.1-pyhcf101f3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/playwright-1.51.1-hbf95b10_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/playwright-1.49.1-h92b4e83_0.conda
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-- conda: https://conda.anaconda.org/microsoft/noarch/playwright-1.51.0-py_0.conda
-  sha256: 5208d11faba6609ad7575d64d1305c287a16f477f6879223976c7c9e13965598
-  md5: ba661bebc0efa14c83c05ae1132fe111
+  size: 1966211
+  timestamp: 1733851060131
+- conda: https://conda.anaconda.org/microsoft/win-64/playwright-1.49.1-py313_0.tar.bz2
+  sha256: 6514593b2349513ab6c5b5d3556634932abb3c1a6df952081f0d3cb39fb39ef9
+  md5: bd258ec0c38ce4cd624a11943be01fbc
   depends:
-  - greenlet >=3.1.1,<4.0.0
-  - pyee >=12,<13
-  - python >=3.9
+  - greenlet 3.1.1
+  - pyee 12.0.0
+  - python >=3.13,<3.14.0a0
+  - python_abi 3.13.* *_cp313
   license: Apache-2.0
   license_family: Apache
-  size: 26371093
-  timestamp: 1742289623780
+  size: 32026235
+  timestamp: 1733852567054
 - conda: https://conda.anaconda.org/conda-forge/noarch/pluggy-1.6.0-pyhf9edf01_1.conda
   sha256: e14aafa63efa0528ca99ba568eaf506eb55a0371d12e6250aaaa61718d2eb62e
   md5: d7585b6550ad04c8c5e21097ada2888e
diff --git a/pyproject.toml b/pyproject.toml
index 7735d75e..4a6347a2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -38,7 +38,7 @@ dependencies = [
   "langchain-text-splitters>=1.0.0,<2",
   "networkx>=3.4.2,<4",
   "nltk>=3.9.1,<4",
-  "nlr-elm>=0.0.36,<1",
+  "nlr-elm>=0.0.37,<1",
   "numpy>=2.2.4,<3",
   "openai>=1.1.0",
   "pandas>=2.2.3,<3",
@@ -174,7 +174,7 @@ openai = ">=1.1.0"
 pandas = ">=2.2.3,<3"
 pdf2image = ">=1.17.0,<2"
 pillow = ">=10.4,<11.dev0"  # version range required for c4ai
-playwright = ">=1.49.0,<1.52"  # version range required for c4ai
+playwright = ">=1.49.1,<1.50"  # version range required for c4ai is >=1.49.0,<1.52, but we pin for consistency with rebrowser-playwright
 platformdirs = ">=4.5.1,<5"
 pypdf2 = ">=3.0.1,<4"
 pytesseract = ">=0.3.13,<0.4"
@@ -213,7 +213,7 @@ crawl4ai = ">=0.6.3"
 ddgs = ">=9.2.3,<10"
 fake-useragent = ">=2.0.3,<3"
 google-search-results = ">=2.4.2,<3"
-rebrowser-playwright = ">=1.47.0,<2"
+rebrowser-playwright = ">=1.49.1,<1.50"  # match playwright dep
 scrapling = ">=0.2.99,<0.3"
 tavily-python = ">=0.5.0,<0.6"
 tf-playwright-stealth = ">=1.2.0,<2"