source_id	source_name	source_family	source_group	source_tier	source_status	panel_status	authority	official_url	license_status	sensitivity	geography	resolution	cadence	temporal_start	temporal_end	format	raw_retention	normalization	panels	targets	public_readiness	training_eligibility	provenance_id	evidence_file	notes
source_review.discovery_universe	Global source-review discovery universe	source_metadata	source_review	mentioned_archive	mentioned	not_panelized	mixed		mixed_review_required	medium	global|US|GB|FR|EU|CA	mixed	mixed			summary_json	metadata_summary_only	triage_summary		1671 mentioned sources; 416 complete; 25 live-verified; 15 used; 190 archived-only	summary_public_rows_missing	holdback	prov:source_review.discovery_universe	packages/pipeline/scripts/data_acquisition/docs/source_review/coverage_summary.json	The tracked repo contains coverage summaries but not the master CSV ledger, so this row documents the discovery universe without pretending source-level original URLs are available for every mention.
climate_hazard.context	Climate hazard composite context	hazard_context	context_adapter	staged_for_panel	used	panelized	NOAA, FEMA, EPA	https://www.ncei.noaa.gov/ ; https://hazards.fema.gov/ ; https://aqs.epa.gov/	public_source_reviewed	low	US	county|tract|parcel	annual			api|csv|geospatial	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.global_universal|context.climate_hazard	flood_risk|wildfire_risk|aqi|temperature_anomaly|source_status	metadata_public	benchmark_only	prov:climate_hazard.context	packages/pipeline/scripts/inference/v15/source_registry.py	Composite adapter; component NOAA, FEMA, and EPA sources are listed separately.
intervention.policy_action	Policy and planning action records	intervention	evidence_adapter	staged_for_panel	candidate	panelized	local planning authorities		source_specific_review_required	low	metro	policy_area|project|parcel	ad_hoc			pdf|minutes|ordinance|gis	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	evidence.policy_actions	action_type|geographic_scope|mechanism|effective_time	metadata_pending	benchmark_only	prov:intervention.policy_action	packages/pipeline/scripts/inference/v15/source_registry.py	Umbrella source class for observed or hypothetical interventions; exact local source rows should be listed when used.
macro_market.context	Macro market composite context	macro_context	context_adapter	staged_for_panel	used	panelized	FRED, FHFA, Census	https://fred.stlouisfed.org/ ; https://www.fhfa.gov/ ; https://api.census.gov/	public_source_reviewed	low	US	national|county|state	monthly			api|csv	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.global_universal|context.macro_market	income|cpi|mortgage_rate|housing_starts|source_status	metadata_public	benchmark_only	prov:macro_market.context	packages/pipeline/scripts/inference/v15/source_registry.py	Composite adapter; component source rows are listed separately where exact URLs are available.
az.mag_2023_expanded_projection_surfaces	MAG Projections 2023 expanded RAZ/MPA/Jurisdiction/Reclass FeatureServer	mag_public_projection_and_planning_surfaces	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://services1.arcgis.com/MdyCMZnX1raZ7TS3/arcgis/rest/services/Projections_2023/FeatureServer	public_source_metadata_only	low	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel|tract|taz|raz|mpa	source_native			arcgis_rest	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	official MAG current planning/projection surfaces for TAZ/RAZ/MPA benchmarking, crosswalk checks, and enrichment	metadata_public	benchmark_only	prov:az.mag_2023_expanded_projection_surfaces	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	MAG 2023 services are current planning surfaces. Do not relabel them as 2016/2021 same-vintage archives; use publication/retrieval metadata and explicit vintage_id.
az.mag_2023_official_mpa_raz_taz_projections	MAG Projections 2023 MPA/RAZ/TAZ FeatureServer	mag_public_projection_and_planning_surfaces	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://services1.arcgis.com/MdyCMZnX1raZ7TS3/ArcGIS/rest/services/MAG_Projections_2023/FeatureServer	public_source_metadata_only	low	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel|tract|taz|raz|mpa	source_native			arcgis_rest	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	official MAG current planning/projection surfaces for TAZ/RAZ/MPA benchmarking, crosswalk checks, and enrichment	metadata_public	benchmark_only	prov:az.mag_2023_official_mpa_raz_taz_projections	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	MAG 2023 services are current planning surfaces. Do not relabel them as 2016/2021 same-vintage archives; use publication/retrieval metadata and explicit vintage_id.
az.mag_2030_2040_population_projection_storymap	MAG 2030/2040 Population Projection Storymap FeatureServer	mag_public_projection_and_planning_surfaces	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://services8.arcgis.com/mm82vDJUKBKscrML/arcgis/rest/services/Population_Projection__2030_2040__Storymap_WFL1/FeatureServer	public_source_metadata_only	low	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel|tract|taz|raz|mpa	source_native			arcgis_rest	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	official MAG current planning/projection surfaces for TAZ/RAZ/MPA benchmarking, crosswalk checks, and enrichment	metadata_public	benchmark_only	prov:az.mag_2030_2040_population_projection_storymap	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	MAG 2023 services are current planning surfaces. Do not relabel them as 2016/2021 same-vintage archives; use publication/retrieval metadata and explicit vintage_id.
az.mag_taz_population_employment_auth_required_lead	MAG Population and Employment Projections by TAZ ArcGIS item (token required)	mag_public_projection_and_planning_surfaces	arizona_enrichment_catalog	staged_for_panel	blocked	source_catalog_ready	Arizona/Phoenix public source	https://services8.arcgis.com/osUxz0Iq5jAvotbH/arcgis/rest/services/MAG_Population_and_Employment_Projections_by_TAZ/FeatureServer	access_review_required	low	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel|tract|taz|raz|mpa	source_native			arcgis_rest	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	official MAG current planning/projection surfaces for TAZ/RAZ/MPA benchmarking, crosswalk checks, and enrichment	metadata_public	benchmark_only	prov:az.mag_taz_population_employment_auth_required_lead	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	MAG 2023 services are current planning surfaces. Do not relabel them as 2016/2021 same-vintage archives; use publication/retrieval metadata and explicit vintage_id.
az.maricopa_apartment_master	Maricopa County Apartment Master	maricopa_assessor_parcels	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://www.arcgis.com/sharing/rest/content/items/0b5770a1b73f4637b8f92f088465890b/data	public_source_metadata_only	medium	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel	source_native			html|download	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	parcel universe, valuation, built-space, land, subdivision, parcel geometry	metadata_public	holdback	prov:az.maricopa_apartment_master	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	Prefer dated assessor releases/year fields; do not use future parcel states for historical cutoffs.
az.maricopa_assessor_downloads	Maricopa County Assessor Data Downloads	maricopa_assessor_parcels	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://www.mcassessor.maricopa.gov/page/data_sales/	public_source_metadata_only	medium	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel	source_native			html|download	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	parcel universe, valuation, built-space, land, subdivision, parcel geometry	metadata_public	holdback	prov:az.maricopa_assessor_downloads	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	Prefer dated assessor releases/year fields; do not use future parcel states for historical cutoffs.
az.maricopa_commercial_master	Maricopa County Commercial Master	maricopa_assessor_parcels	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://www.arcgis.com/sharing/rest/content/items/12ce08cf4d264f9d97bb7ef4d6eb9944/data	public_source_metadata_only	medium	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel	source_native			html|download	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	parcel universe, valuation, built-space, land, subdivision, parcel geometry	metadata_public	holdback	prov:az.maricopa_commercial_master	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	Prefer dated assessor releases/year fields; do not use future parcel states for historical cutoffs.
az.maricopa_land_components	Maricopa County Land Components	maricopa_assessor_parcels	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://www.arcgis.com/sharing/rest/content/items/efa5c41c405e432e9162459ad2589d16/data	public_source_metadata_only	medium	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel	source_native			html|download	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	parcel universe, valuation, built-space, land, subdivision, parcel geometry	metadata_public	holdback	prov:az.maricopa_land_components	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	Prefer dated assessor releases/year fields; do not use future parcel states for historical cutoffs.
az.maricopa_parcel_points	Maricopa County Parcel Points	maricopa_assessor_parcels	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://www.arcgis.com/sharing/rest/content/items/dbf139379db946e1b10a2f15672c142d/data	public_source_metadata_only	medium	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel	source_native			html|download	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	parcel universe, valuation, built-space, land, subdivision, parcel geometry	metadata_public	holdback	prov:az.maricopa_parcel_points	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	Prefer dated assessor releases/year fields; do not use future parcel states for historical cutoffs.
az.maricopa_parcels	Maricopa County Parcels	maricopa_assessor_parcels	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://www.arcgis.com/sharing/rest/content/items/c937f17330f64e64abd41976fc8bb17f/data	public_source_metadata_only	medium	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel	source_native			html|download	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	parcel universe, valuation, built-space, land, subdivision, parcel geometry	metadata_public	holdback	prov:az.maricopa_parcels	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	Prefer dated assessor releases/year fields; do not use future parcel states for historical cutoffs.
az.maricopa_residential_master	Maricopa County Residential Master	maricopa_assessor_parcels	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://www.arcgis.com/sharing/rest/content/items/e22983d41d91490d90965544b718a120/data	public_source_metadata_only	medium	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel	source_native			html|download	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	parcel universe, valuation, built-space, land, subdivision, parcel geometry	metadata_public	holdback	prov:az.maricopa_residential_master	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	Prefer dated assessor releases/year fields; do not use future parcel states for historical cutoffs.
az.maricopa_sales_affidavits	Maricopa County Sales Affidavits	maricopa_assessor_parcels	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://www.arcgis.com/sharing/rest/content/items/f3484c72a938497286adc4e5de7e9963/data	public_source_metadata_only	medium	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel	source_native			html|download	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	parcel universe, valuation, built-space, land, subdivision, parcel geometry	metadata_public	holdback	prov:az.maricopa_sales_affidavits	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	Prefer dated assessor releases/year fields; do not use future parcel states for historical cutoffs.
az.maricopa_secured_master	Maricopa County Secured Master	maricopa_assessor_parcels	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://www.arcgis.com/sharing/rest/content/items/936bbba512bf4c368618cc6e79e64668/data	public_source_metadata_only	medium	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel	source_native			html|download	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	parcel universe, valuation, built-space, land, subdivision, parcel geometry	metadata_public	holdback	prov:az.maricopa_secured_master	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	Prefer dated assessor releases/year fields; do not use future parcel states for historical cutoffs.
az.maricopa_subdivision_index	Maricopa County Subdivision Index	maricopa_assessor_parcels	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://www.arcgis.com/sharing/rest/content/items/604707186f8b4100b6d0a09d0679eec2/data	public_source_metadata_only	medium	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel	source_native			html|download	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	parcel universe, valuation, built-space, land, subdivision, parcel geometry	metadata_public	holdback	prov:az.maricopa_subdivision_index	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	Prefer dated assessor releases/year fields; do not use future parcel states for historical cutoffs.
permits_planning.process_evidence	Permits and planning process evidence umbrella	permits_planning	evidence_adapter	staged_for_panel	used	panelized	Census and municipal permit sources	https://www.census.gov/construction/bps/	public_source_reviewed	low	US|metro	permit|project|parcel	monthly			api|csv|pdf	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	evidence.permits_planning|panel.austin_permit|panel.az_maricopa_mag_multires_enriched	event_type|permit_type|process_stage|filing_id|jurisdiction_id	metadata_public	benchmark_only	prov:permits_planning.process_evidence	packages/pipeline/scripts/inference/v15/source_registry.py	
az.buckeye_permit_center	Buckeye Permit Center	permits_planning_development_pipeline	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://www.buckeyeaz.gov/business/development-services/permit-center	public_source_metadata_only	low	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel|tract|taz|raz|mpa	source_native			html|download	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	near-term construction/development and zoning signal before or around permits	metadata_public	benchmark_only	prov:az.buckeye_permit_center	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	Use filing/meeting/approval/permit dates; keep proposed, approved, issued, and completed statuses separate.
az.buckeye_planning_zoning	Buckeye Planning & Zoning	permits_planning_development_pipeline	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://www.buckeyeaz.gov/business/development-services/planning-zoning	public_source_metadata_only	low	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel|tract|taz|raz|mpa	source_native			html|download	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	near-term construction/development and zoning signal before or around permits	metadata_public	benchmark_only	prov:az.buckeye_planning_zoning	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	Use filing/meeting/approval/permit dates; keep proposed, approved, issued, and completed statuses separate.
az.maricopa_permit_actions	Maricopa County Permit Actions and Activities	permits_planning_development_pipeline	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://www.maricopa.gov/5146/Permit-Actions-and-Activities	public_source_metadata_only	low	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel|tract|taz|raz|mpa	source_native			html|download	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	near-term construction/development and zoning signal before or around permits	metadata_public	benchmark_only	prov:az.maricopa_permit_actions	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	Use filing/meeting/approval/permit dates; keep proposed, approved, issued, and completed statuses separate.
az.maricopa_permit_center	Maricopa County Permit Center	permits_planning_development_pipeline	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://www.maricopa.gov/6003/Maricopa-Countys-Permit-Center	public_source_metadata_only	low	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel|tract|taz|raz|mpa	source_native			html|download	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	near-term construction/development and zoning signal before or around permits	metadata_public	benchmark_only	prov:az.maricopa_permit_center	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	Use filing/meeting/approval/permit dates; keep proposed, approved, issued, and completed statuses separate.
az.maricopa_pz_minutes_2025_11_06	Maricopa County Planning and Zoning Minutes 2025-11-06	permits_planning_development_pipeline	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://myhsd.maricopa.gov/AgendaCenter/ViewFile/Minutes/_11062025-3513	public_source_metadata_only	low	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel|tract|taz|raz|mpa	source_native			html|download	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	near-term construction/development and zoning signal before or around permits	metadata_public	benchmark_only	prov:az.maricopa_pz_minutes_2025_11_06	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	Use filing/meeting/approval/permit dates; keep proposed, approved, issued, and completed statuses separate.
az.maricopa_weekly_permit_activity_archive	Maricopa County Weekly Permit Activity Archive	permits_planning_development_pipeline	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://www.maricopa.gov/Archive.aspx?AMID=128	public_source_metadata_only	low	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel|tract|taz|raz|mpa	source_native			html|download	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	near-term construction/development and zoning signal before or around permits	metadata_public	benchmark_only	prov:az.maricopa_weekly_permit_activity_archive	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	Use filing/meeting/approval/permit dates; keep proposed, approved, issued, and completed statuses separate.
az.phoenix_data_center_staff_report	Phoenix Data Center Text Amendment Staff Report	permits_planning_development_pipeline	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://www.phoenix.gov/content/dam/phoenix/pddsite/documents/staffreports/z-ta-2-25-y-data-center.pdf	public_source_metadata_only	low	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel|tract|taz|raz|mpa	source_native			pdf	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	near-term construction/development and zoning signal before or around permits	metadata_public	benchmark_only	prov:az.phoenix_data_center_staff_report	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	Use filing/meeting/approval/permit dates; keep proposed, approved, issued, and completed statuses separate.
az.phoenix_mcdowell_pud	Phoenix 52nd & McDowell PUD	permits_planning_development_pipeline	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://www.phoenix.gov/content/dam/phoenix/pddsite/documents/planning-zoning-pud/z-54-a-23-6-n.pdf	public_source_metadata_only	low	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel|tract|taz|raz|mpa	source_native			pdf	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	near-term construction/development and zoning signal before or around permits	metadata_public	benchmark_only	prov:az.phoenix_mcdowell_pud	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	Use filing/meeting/approval/permit dates; keep proposed, approved, issued, and completed statuses separate.
az.phoenix_pud_cases	Phoenix Planned Unit Development Cases	permits_planning_development_pipeline	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://www.phoenix.gov/administration/departments/pdd/planning-zoning/zoning-rezoning/pud-cases.html	public_source_metadata_only	low	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel|tract|taz|raz|mpa	source_native			html|download	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	near-term construction/development and zoning signal before or around permits	metadata_public	benchmark_only	prov:az.phoenix_pud_cases	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	Use filing/meeting/approval/permit dates; keep proposed, approved, issued, and completed statuses separate.
az.phoenix_zoning_update	Phoenix Zoning Update for Data Centers	permits_planning_development_pipeline	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://www.phoenix.gov/newsroom/pdd-news/city-of-phoenix-updates-zoning-to-safeguard-health-and-safety-as.html	public_source_metadata_only	low	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel|tract|taz|raz|mpa	source_native			html|download	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	near-term construction/development and zoning signal before or around permits	metadata_public	benchmark_only	prov:az.phoenix_zoning_update	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	Use filing/meeting/approval/permit dates; keep proposed, approved, issued, and completed statuses separate.
az.azmag_sun_cloud_transportation	MAG Sun Cloud Transportation Data Portal	transport_access_and_municipal_context	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://azmag.gov/Programs/Transportation/Transportation-Performance	public_source_metadata_only	low	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel|tract|taz|raz|mpa	source_native			html|download	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	transportation accessibility, open-data, municipal growth and planning context	metadata_public	benchmark_only	prov:az.azmag_sun_cloud_transportation	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	Use publication/retrieval dates unless project-specific dates are extracted.
az.buckeye_capital_improvement_program	Buckeye Capital Improvement Program	transport_access_and_municipal_context	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://www.buckeyeaz.gov/business/program-management-office/capital-improvement-program	public_source_metadata_only	low	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel|tract|taz|raz|mpa	source_native			html|download	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	transportation accessibility, open-data, municipal growth and planning context	metadata_public	benchmark_only	prov:az.buckeye_capital_improvement_program	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	Use publication/retrieval dates unless project-specific dates are extracted.
az.buckeye_construction_projects	Buckeye Construction Projects	transport_access_and_municipal_context	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://www.buckeyeaz.gov/business/program-management-office/construction-projects	public_source_metadata_only	low	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel|tract|taz|raz|mpa	source_native			html|download	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	transportation accessibility, open-data, municipal growth and planning context	metadata_public	benchmark_only	prov:az.buckeye_construction_projects	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	Use publication/retrieval dates unless project-specific dates are extracted.
az.buckeye_gis_data_mapping	Buckeye GIS Data & Mapping	transport_access_and_municipal_context	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://www.buckeyeaz.gov/services/gis-and-maps	public_source_metadata_only	low	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel|tract|taz|raz|mpa	source_native			html|download	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	transportation accessibility, open-data, municipal growth and planning context	metadata_public	benchmark_only	prov:az.buckeye_gis_data_mapping	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	Use publication/retrieval dates unless project-specific dates are extracted.
az.buckeye_open_data	City of Buckeye Open Data	transport_access_and_municipal_context	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://opendata.buckeyeaz.gov/	public_source_metadata_only	low	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel|tract|taz|raz|mpa	source_native			html|download	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	transportation accessibility, open-data, municipal growth and planning context	metadata_public	benchmark_only	prov:az.buckeye_open_data	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	Use publication/retrieval dates unless project-specific dates are extracted.
az.phoenix_city_owned_parcels	Phoenix City-Owned Parcels GIS	transport_access_and_municipal_context	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://maps.phoenix.gov/pub/rest/services/Public/CITY_PARCELS_PUBLIC/MapServer/0	public_source_metadata_only	low	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel|tract|taz|raz|mpa	source_native			arcgis_rest	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	transportation accessibility, open-data, municipal growth and planning context	metadata_public	benchmark_only	prov:az.phoenix_city_owned_parcels	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	Use publication/retrieval dates unless project-specific dates are extracted.
az.aca_cdc_program	Arizona Commerce Authority Computer Data Center Program	utility_energy_infrastructure	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://www.azcommerce.com/incentives/computer-data-center-program/	public_source_metadata_only	low	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel|tract|taz|raz|mpa	source_native			html|download	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	large-load, grid, data-center, dark-fiber, and economic-development context	metadata_public	benchmark_only	prov:az.aca_cdc_program	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	Use publication/retrieval dates unless project-specific service years are extracted.
az.gpec_data_centers	GPEC Data Center Site Selection | Greater Phoenix	utility_energy_infrastructure	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://www.gpec.org/industries-operations/operations/data-centers/	public_source_metadata_only	low	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel|tract|taz|raz|mpa	source_native			html|download	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	large-load, grid, data-center, dark-fiber, and economic-development context	metadata_public	benchmark_only	prov:az.gpec_data_centers	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	Use publication/retrieval dates unless project-specific service years are extracted.
az.gpec_ecosystem_pdf	GPEC Greater Phoenix Data Center Ecosystem PDF	utility_energy_infrastructure	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://www.gpec.org/wp-content/uploads/2021/03/Greater-Phoenix-Data-Center-Ecosystem-2.pdf	public_source_metadata_only	low	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel|tract|taz|raz|mpa	source_native			pdf	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	large-load, grid, data-center, dark-fiber, and economic-development context	metadata_public	benchmark_only	prov:az.gpec_ecosystem_pdf	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	Use publication/retrieval dates unless project-specific service years are extracted.
az.srp_dark_fiber	SRP Greater Phoenix Dark Fiber	utility_energy_infrastructure	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://www.srpnet.com/doing-business/telecommunications-services	public_source_metadata_only	low	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel|tract|taz|raz|mpa	source_native			html|download	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	large-load, grid, data-center, dark-fiber, and economic-development context	metadata_public	benchmark_only	prov:az.srp_dark_fiber	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	Use publication/retrieval dates unless project-specific service years are extracted.
az.srp_data_centers	SRP Data Centers and SRP	utility_energy_infrastructure	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://www.srpnet.com/about/data-center-facts	public_source_metadata_only	low	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel|tract|taz|raz|mpa	source_native			html|download	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	large-load, grid, data-center, dark-fiber, and economic-development context	metadata_public	benchmark_only	prov:az.srp_data_centers	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	Use publication/retrieval dates unless project-specific service years are extracted.
az.srp_growth_blog	SRP Energizing the growing Valley	utility_energy_infrastructure	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://blog.srpnet.com/energizing-the-growing-valley/	public_source_metadata_only	low	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel|tract|taz|raz|mpa	source_native			html|download	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	large-load, grid, data-center, dark-fiber, and economic-development context	metadata_public	benchmark_only	prov:az.srp_growth_blog	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	Use publication/retrieval dates unless project-specific service years are extracted.
az.adeq_air_forecasts	ADEQ Air Quality Forecasts	water_environment_hazard_constraints	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://azdeq.gov/forecast	public_source_metadata_only	low	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel|tract|taz|raz|mpa	source_native			html|download	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	developability constraints, assured water supply, environmental permits, AQI, heat, state land context	metadata_public	benchmark_only	prov:az.adeq_air_forecasts	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	Use effective dates and annual observations where available; otherwise treat as publication-date context.
az.adeq_environmental_permits	ADEQ Environmental Permits	water_environment_hazard_constraints	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://azdeq.gov/Environmental-permits	public_source_metadata_only	low	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel|tract|taz|raz|mpa	source_native			html|download	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	developability constraints, assured water supply, environmental permits, AQI, heat, state land context	metadata_public	benchmark_only	prov:az.adeq_environmental_permits	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	Use effective dates and annual observations where available; otherwise treat as publication-date context.
az.adeq_search_databases	ADEQ Search Our Databases	water_environment_hazard_constraints	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://azdeq.gov/databases	public_source_metadata_only	low	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel|tract|taz|raz|mpa	source_native			html|download	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	developability constraints, assured water supply, environmental permits, AQI, heat, state land context	metadata_public	benchmark_only	prov:az.adeq_search_databases	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	Use effective dates and annual observations where available; otherwise treat as publication-date context.
az.adwr_aaws_overview	ADWR Assured Water Supply Overview	water_environment_hazard_constraints	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://www.azwater.gov/aaws/aaws-overview	public_source_metadata_only	low	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel|tract|taz|raz|mpa	source_native			html|download	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	developability constraints, assured water supply, environmental permits, AQI, heat, state land context	metadata_public	benchmark_only	prov:az.adwr_aaws_overview	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	Use effective dates and annual observations where available; otherwise treat as publication-date context.
az.adwr_phoenix_ama_updates	ADWR Phoenix AMA Groundwater Supply Updates	water_environment_hazard_constraints	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://www.azwater.gov/phoenix-ama-groundwater-supply-updates	public_source_metadata_only	low	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel|tract|taz|raz|mpa	source_native			html|download	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	developability constraints, assured water supply, environmental permits, AQI, heat, state land context	metadata_public	benchmark_only	prov:az.adwr_phoenix_ama_updates	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	Use effective dates and annual observations where available; otherwise treat as publication-date context.
az.azgeo_open_data	AZGeo Data	water_environment_hazard_constraints	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://azgeo-open-data-agic.hub.arcgis.com/	public_source_metadata_only	low	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel|tract|taz|raz|mpa	source_native			html|download	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	developability constraints, assured water supply, environmental permits, AQI, heat, state land context	metadata_public	benchmark_only	prov:az.azgeo_open_data	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	Use effective dates and annual observations where available; otherwise treat as publication-date context.
az.azsld_maps_gis	Arizona State Land Department Maps & GIS	water_environment_hazard_constraints	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://land.az.gov/maps-gis	public_source_metadata_only	low	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel|tract|taz|raz|mpa	source_native			html|download	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	developability constraints, assured water supply, environmental permits, AQI, heat, state land context	metadata_public	benchmark_only	prov:az.azsld_maps_gis	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	Use effective dates and annual observations where available; otherwise treat as publication-date context.
az.maricopa_extreme_heat	Maricopa County Extreme Heat	water_environment_hazard_constraints	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://www.maricopa.gov/1871/Extreme-Heat	public_source_metadata_only	low	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel|tract|taz|raz|mpa	source_native			html|download	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	developability constraints, assured water supply, environmental permits, AQI, heat, state land context	metadata_public	benchmark_only	prov:az.maricopa_extreme_heat	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	Use effective dates and annual observations where available; otherwise treat as publication-date context.
az.noaa_phoenix_climate_series	NOAA Phoenix City Climate Series	water_environment_hazard_constraints	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://www.ncei.noaa.gov/access/monitoring/climate-at-a-glance/city/time-series/USW00023183/tavg/11/4/1895-2025	public_source_metadata_only	low	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel|tract|taz|raz|mpa	source_native			html|download	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	developability constraints, assured water supply, environmental permits, AQI, heat, state land context	metadata_public	benchmark_only	prov:az.noaa_phoenix_climate_series	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	Use effective dates and annual observations where available; otherwise treat as publication-date context.
az.noaa_phoenix_design_criteria	NOAA Phoenix Engineering Weather Data	water_environment_hazard_constraints	arizona_enrichment_catalog	staged_for_panel	candidate	source_catalog_ready	Arizona/Phoenix public source	https://www.ncei.noaa.gov/pub/data/EngineeringWeatherData_CDROM/engwx/phoenix_az.pdf	public_source_metadata_only	low	US-AZ-Phoenix-MSA|US-AZ-Maricopa|US-AZ-Pinal	parcel|tract|taz|raz|mpa	source_native			pdf	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.az_maricopa_mag_multires_enriched	developability constraints, assured water supply, environmental permits, AQI, heat, state land context	metadata_public	benchmark_only	prov:az.noaa_phoenix_design_criteria	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	Use effective dates and annual observations where available; otherwise treat as publication-date context.
source.raw_benchmark.acs_nationwide	ACS nationwide raw benchmark panel	acs_tract	raw_single_source_benchmark	used_in_panel	used	panelized	US Census Bureau	https://api.census.gov/data/{year}/acs/acs5	public_source_reviewed	low	US	tract	annual|source_native			parquet	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.acs_nationwide	median_home_value|income|rent|population|housing|tenure|employment|education	metadata_public	training_candidate	prov:source.raw_benchmark.acs_nationwide	packages/pipeline/scripts/pipeline/training/raw_single_source_benchmark_registry.yaml	Raw-source benchmark metadata is public; mirrored raw panels remain governed by source terms.
epa.aqi.county_year	EPA annual AQI by county	air_quality	context_adapter	used_in_panel	used	panelized	US Environmental Protection Agency	https://aqs.epa.gov/aqsweb/airdata/annual_aqi_by_county_{year}.zip	public_source_reviewed	low	US	county	annual			zip|csv	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.florida_dor|panel.global_universal|context.epa_aqi	median_aqi|max_aqi|days_with_aqi	metadata_public	benchmark_only	prov:epa.aqi.county_year	packages/pipeline/scripts/inference/v15/source_registry.py	
source.cook_county.assessor	Cook County assessor values	assessor_tax	jurisdiction_panel	used_in_panel	used	panelized	Cook County Assessor	https://www.cookcountyassessor.com/data	public_source_reviewed	low	US-IL-Cook	parcel|PIN	annual			csv	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.cook_county_il	assessed_value|land_value|improvement_value|class|township|neighborhood	metadata_public	benchmark_only	prov:source.cook_county.assessor	packages/pipeline/scripts/data_acquisition/docs/schema_registry.yaml	
source.hcad_houston.assessor	Harris Central Appraisal District public data	assessor_tax	jurisdiction_panel	used_in_panel	used	panelized	Harris Central Appraisal District	https://pdata.hcad.org/	public_source_reviewed	low	US-TX-Harris	parcel	annual	2005	2025	parquet	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.hcad_houston	assessed_value|land_value|improvement_value|building_attributes|parcel_geometry	metadata_public	benchmark_only	prov:source.hcad_houston.assessor	packages/pipeline/scripts/data_acquisition/docs/schema_registry.yaml	Verified base panel source in the legacy schema registry.
source.king_county.assessor	King County assessor property data	assessor_tax	jurisdiction_panel	used_in_panel	used	panelized	King County	https://kingcounty.gov/en/dept/dnrp/about-king-county/about-data	public_source_reviewed	low	US-WA-King	parcel	annual			csv|gis	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.seattle_king_wa	assessed_value|appraised_value|land_value|improvement_value|building_attributes	metadata_public	benchmark_only	prov:source.king_county.assessor	packages/pipeline/scripts/data_acquisition/docs/schema_registry.yaml	
source.maricopa.assessor	Maricopa County Assessor data downloads	assessor_tax	jurisdiction_panel	used_in_panel	used	panelized	Maricopa County Assessor	https://www.mcassessor.maricopa.gov/page/data_sales/	public_source_metadata_only	medium	US-AZ-Maricopa	parcel	annual			csv|arcgis	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.maricopa_az|panel.az_maricopa_mag_multires_enriched	parcel_universe|assessed_value|land_value|improvement_value|sales|subdivision|geometry	metadata_public_raw_hold	holdback	prov:source.maricopa.assessor	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json	Parcel-level metadata is public-safe; raw mirrored extracts remain held pending source-term review.
source.massgis.assessors	MassGIS standardized assessors parcels	assessor_tax	jurisdiction_panel	used_in_panel	used	panelized	MassGIS	https://www.mass.gov/info-details/massgis-data-standardized-assessors-parcels	public_source_reviewed	low	US-MA	parcel	annual			geodatabase|shapefile	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.massgis	assessed_value|land_value|improvement_value|parcel_geometry	metadata_public	benchmark_only	prov:source.massgis.assessors	packages/pipeline/scripts/data_acquisition/docs/schema_registry.yaml	
source.miami_dade.property_appraiser	Miami-Dade Property Appraiser assessment CSV	assessor_tax	jurisdiction_enrichment	used_in_panel	used	panelized	Miami-Dade Property Appraiser	https://www.miamidade.gov/pa/property_search.asp	public_source_reviewed	medium	US-FL-Miami-Dade	parcel	annual			csv	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.florida_dor	beds|baths|use_code|building_attributes	metadata_public_raw_hold	holdback	prov:source.miami_dade.property_appraiser	packages/pipeline/scripts/data_acquisition/panel/florida_dor/enrich_florida_dor_panel.py	
source.nyc.dof_assessment	NYC Department of Finance property assessment records	assessor_tax	jurisdiction_panel	used_in_panel	used	panelized	NYC Department of Finance	https://www.nyc.gov/site/finance/property/property-rolling-sales-data.page	public_source_reviewed	low	US-NY-New York City	parcel|BBL	annual			csv|parquet	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.nyc	market_value|assessed_value|tax_class|building_class	metadata_public	benchmark_only	prov:source.nyc.dof_assessment	packages/pipeline/scripts/data_acquisition/docs/schema_registry.yaml	Assessment panel joined to MapPLUTO through BBL in the legacy registry.
source.philly.opa	Philadelphia property assessment data	assessor_tax	jurisdiction_panel	used_in_panel	used	panelized	City of Philadelphia Office of Property Assessment	https://www.phila.gov/property/data/	public_source_reviewed	low	US-PA-Philadelphia	parcel|OPA account	annual			csv|api	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.philly	market_value|assessed_value|land_value|improvement_value|building_area|year_built	metadata_public	benchmark_only	prov:source.philly.opa	packages/pipeline/scripts/pipeline/training/raw_single_source_benchmark_registry.yaml	
source.raw_benchmark.cook_county_il	Cook County assessor benchmark panel	assessor_tax	raw_single_source_benchmark	used_in_panel	used	panelized	Cook County Assessor	https://www.cookcountyassessor.com/data	public_source_reviewed	medium	US-IL-Cook	parcel|PIN	annual|source_native			parquet	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.cook_county_il	assessed_value|land_value|improvement_value	metadata_public_raw_hold	holdback	prov:source.raw_benchmark.cook_county_il	packages/pipeline/scripts/pipeline/training/raw_single_source_benchmark_registry.yaml	Raw-source benchmark metadata is public; mirrored raw panels remain governed by source terms.
source.raw_benchmark.nyc	NYC source-native assessment benchmark panel	assessor_tax	raw_single_source_benchmark	used_in_panel	used	panelized	NYC DOF and DCP	https://www.nyc.gov/site/finance/property/property-rolling-sales-data.page ; https://www.nyc.gov/site/planning/data-maps/open-data/dwn-pluto-mappluto.page	public_source_reviewed	medium	US-NY-New York City	parcel|BBL	annual|source_native			parquet	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.nyc	market_value|assessed_value|land_value|tax_class|building_class	metadata_public_raw_hold	holdback	prov:source.raw_benchmark.nyc	packages/pipeline/scripts/pipeline/training/raw_single_source_benchmark_registry.yaml	Raw-source benchmark metadata is public; mirrored raw panels remain governed by source terms.
source.raw_benchmark.philly	Philadelphia OPA raw benchmark panel	assessor_tax	raw_single_source_benchmark	used_in_panel	used	panelized	City of Philadelphia	https://www.phila.gov/property/data/	public_source_reviewed	medium	US-PA-Philadelphia	parcel|OPA account	annual|source_native			parquet	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.philly	market_value|assessed_value|land_value|improvement_value|building_area	metadata_public_raw_hold	holdback	prov:source.raw_benchmark.philly	packages/pipeline/scripts/pipeline/training/raw_single_source_benchmark_registry.yaml	Raw-source benchmark metadata is public; mirrored raw panels remain governed by source terms.
source.raw_benchmark.seattle_wa	Seattle and King County assessor benchmark panel	assessor_tax	raw_single_source_benchmark	used_in_panel	used	panelized	King County	https://kingcounty.gov/en/dept/dnrp/about-king-county/about-data	public_source_reviewed	medium	US-WA-King	parcel	annual|source_native			parquet	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.seattle_king_wa	appraised_value|assessed_value|land_value|improvement_value|building_attributes	metadata_public_raw_hold	holdback	prov:source.raw_benchmark.seattle_wa	packages/pipeline/scripts/pipeline/training/raw_single_source_benchmark_registry.yaml	Raw-source benchmark metadata is public; mirrored raw panels remain governed by source terms.
source.raw_benchmark.sf_ca	San Francisco assessor-derived benchmark panel	assessor_tax	raw_single_source_benchmark	used_in_panel	used	panelized	City and County of San Francisco	https://data.sfgov.org/City-Management-and-Ethics/Assessor-Historical-Secured-Property-Tax-Rolls/wv5m-vpq2	public_source_reviewed	medium	US-CA-San Francisco	parcel	annual|source_native			parquet	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.sf_ca	assessed_value|sale_price|land_value|improvement_value|building_attributes	metadata_public_raw_hold	holdback	prov:source.raw_benchmark.sf_ca	packages/pipeline/scripts/pipeline/training/raw_single_source_benchmark_registry.yaml	Raw-source benchmark metadata is public; mirrored raw panels remain governed by source terms.
source.raw_benchmark.vancouver_bc	Vancouver assessment benchmark panel	assessor_tax	raw_single_source_benchmark	used_in_panel	used	panelized	City of Vancouver	https://opendata.vancouver.ca/explore/dataset/property-tax-report/information/	public_source_reviewed	medium	CA-BC-Vancouver	parcel|PID	annual|source_native			parquet	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.vancouver_bc	assessed_value|land_value|improvement_value|year_built	metadata_public_raw_hold	holdback	prov:source.raw_benchmark.vancouver_bc	packages/pipeline/scripts/pipeline/training/raw_single_source_benchmark_registry.yaml	Raw-source benchmark metadata is public; mirrored raw panels remain governed by source terms.
source.sf.assessor_rolls	San Francisco assessor historical secured property tax rolls	assessor_tax	jurisdiction_panel	used_in_panel	used	panelized	City and County of San Francisco	https://data.sfgov.org/City-Management-and-Ethics/Assessor-Historical-Secured-Property-Tax-Rolls/wv5m-vpq2	public_source_reviewed	low	US-CA-San Francisco	parcel|block_lot	annual			csv|api	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.sf_ca	assessed_value|sale_price|land_value|improvement_value|building_attributes	metadata_public	benchmark_only	prov:source.sf.assessor_rolls	packages/pipeline/scripts/data_acquisition/docs/schema_registry.yaml	
source.vancouver.property_tax	Vancouver property tax report	assessor_tax	jurisdiction_panel	used_in_panel	used	panelized	City of Vancouver	https://opendata.vancouver.ca/explore/dataset/property-tax-report/information/	public_source_reviewed	low	CA-BC-Vancouver	parcel|PID	annual			csv|api	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.vancouver_bc	assessed_value|land_value|improvement_value|year_built	metadata_public	benchmark_only	prov:source.vancouver.property_tax	packages/pipeline/scripts/pipeline/training/raw_single_source_benchmark_registry.yaml	
source.microsoft.us_building_footprints	Microsoft US Building Footprints	building_footprints	universal_panel	used_in_panel	used	panelized	Microsoft	https://github.com/microsoft/USBuildingFootprints	public_source_reviewed	low	US	building	periodic			csv.gz|geojson	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.global_universal	building_geometry|building_area|centroid	metadata_public	benchmark_only	prov:source.microsoft.us_building_footprints	packages/pipeline/scripts/data_acquisition/panel/core/build_universal_panel_modal.py	
noaa.cag.county_annual_temperature	NOAA Climate at a Glance county annual temperature	climate_context	context_adapter	used_in_panel	used	panelized	NOAA NCEI	https://www.ncei.noaa.gov/access/monitoring/climate-at-a-glance/county/time-series/	public_source_reviewed	low	US	county	annual			api|csv	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.global_universal|context.noaa_climate	annual_average_temperature|temperature_anomaly	metadata_public	benchmark_only	prov:noaa.cag.county_annual_temperature	packages/pipeline/scripts/inference/v15/source_registry.py	
source.prism.climate_normals	PRISM climate normals	climate_context	universal_panel	used_in_panel	used	panelized	PRISM Climate Group	https://prism.oregonstate.edu/normals/	public_source_reviewed	low	US	raster_4km	30yr_normal			bil|zip|raster	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.global_universal	mean_annual_temperature|precipitation	metadata_public	benchmark_only	prov:source.prism.climate_normals	packages/pipeline/scripts/data_acquisition/panel/core/build_universal_panel_modal.py	
census.acs.county_5yr	Census ACS 5-year county context	demographics_economics	context_adapter	used_in_panel	used	panelized	US Census Bureau	https://api.census.gov/data/{year}/acs/acs5	public_source_reviewed	low	US	county	annual			api|csv	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.acs_nationwide|panel.florida_dor|panel.az_maricopa_mag_multires_enriched|context.census_acs	population|housing|income|rent|tenure|mobility|employment|education|rates	metadata_public	training_candidate	prov:census.acs.county_5yr	packages/pipeline/scripts/inference/v15/source_registry.py	
source.census.acs_tract_5yr	Census ACS 5-year tract panel	demographics_economics	input_panel	used_in_panel	used	panelized	US Census Bureau	https://api.census.gov/data/{year}/acs/acs5	public_source_reviewed	low	US	tract	annual	2009	2023	api|csv|parquet	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.acs_nationwide|context.census_acs	median_home_value|median_hh_income|rent_burden|population|housing|tenure|mobility|employment|education	metadata_public	training_candidate	prov:source.census.acs_tract_5yr	packages/pipeline/scripts/data_acquisition/panel/acs/build_acs_panel_modal.py	
source.census.dhc	Census DHC block and housing counts	demographics_economics	universal_panel	used_in_panel	used	panelized	US Census Bureau	https://api.census.gov/data/2020/dec/dhc	public_source_reviewed	low	US	block_group|block	decennial			api	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.global_universal	housing_units|population|block_centroid_proxy	metadata_public	benchmark_only	prov:source.census.dhc	packages/pipeline/scripts/data_acquisition/panel/core/build_universal_panel_modal.py	
source.census.tigerweb	Census TIGERweb boundaries	geography_reference	universal_panel	used_in_panel	used	panelized	US Census Bureau	https://tigerweb.geo.census.gov/arcgis/rest/services/TIGERweb/	public_source_reviewed	low	US	state|county|tract|block_group|block	annual|current			arcgis_rest|geojson	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.global_universal|geography.boundaries_crosswalks_labels	boundaries|centroids|geography_crosswalks	metadata_public	training_candidate	prov:source.census.tigerweb	packages/pipeline/scripts/data_acquisition/panel/core/build_universal_panel_modal.py	
fema.disaster_declarations.county_year	FEMA disaster declarations summaries	hazard_context	context_adapter	used_in_panel	used	panelized	FEMA	https://www.fema.gov/api/open/v2/DisasterDeclarationsSummaries.csv	public_source_reviewed	low	US	county	ad_hoc			csv|api	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.florida_dor|panel.global_universal|context.fema_disasters	disaster_count|incident_type_counts|declaration_date	metadata_public	benchmark_only	prov:fema.disaster_declarations.county_year	packages/pipeline/scripts/inference/v15/source_registry.py	
source.fema.nfhl	FEMA National Flood Hazard Layer	hazard_context	universal_panel	used_in_panel	used	panelized	FEMA	https://hazards.fema.gov/gis/nfhl/rest/services/public/NFHL/MapServer/28/query	public_source_reviewed	low	US	flood_polygon|parcel	rolling			arcgis_rest|geojson	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.global_universal|panel.florida_dor	flood_zone|in_floodplain	metadata_public	benchmark_only	prov:source.fema.nfhl	packages/pipeline/scripts/data_acquisition/panel/core/build_universal_panel_modal.py	
source.fema.nri	FEMA National Risk Index	hazard_context	context_input	used_in_panel	used	panelized	FEMA	https://hazards.fema.gov/nri/data-resources	public_source_reviewed	low	US	tract|county	periodic			zip|csv|geodatabase	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.florida_dor|panel.global_universal|context.fema_nri	flood_risk|wind_risk|heat_risk|earthquake_risk|risk_scores	metadata_public	benchmark_only	prov:source.fema.nri	packages/pipeline/scripts/data_acquisition/panel/florida_dor/enrich_florida_dor_panel.py	
fhfa.hpi.state_year	FHFA HPI state-year context	housing_index	context_adapter	used_in_panel	used	panelized	Federal Housing Finance Agency	https://www.fhfa.gov/hpi/download/monthly/hpi_master.csv	public_source_reviewed	low	US	state|zip3	monthly|annual			csv	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	context.fhfa_hpi|panel.acs_nationwide	hpi_value	metadata_public	benchmark_only	prov:fhfa.hpi.state_year	packages/pipeline/scripts/inference/v15/source_registry.py	
source.insee.hpi	INSEE housing price index	housing_index	context_input	used_in_panel	used	panelized	INSEE	https://www.insee.fr/en/statistiques	public_source_reviewed	low	France	national|regional	quarterly			csv|api	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.france_dvf|context.insee_hpi	housing_price_index	metadata_public	benchmark_only	prov:source.insee.hpi	packages/pipeline/scripts/data_acquisition/docs/schema_registry.yaml	
bls.labor.context	BLS labor and inflation context	labor_inflation	context_adapter	used_in_panel	used	panelized	US Bureau of Labor Statistics	https://api.bls.gov/publicAPI/v2/timeseries/data/	public_source_reviewed	low	US	national|state|metro	monthly			api	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	context.bls_labor|panel.global_universal	unemployment_rate|cpi|employment|labor_force_participation|earnings|weekly_hours	metadata_public	benchmark_only	prov:bls.labor.context	packages/pipeline/scripts/inference/v15/source_registry.py	
source.lehd.lodes	LEHD LODES	labor_mobility	context_input	used_in_panel	used	panelized	US Census Bureau	https://lehd.ces.census.gov/data/	public_source_reviewed	low	US	block|tract|county	annual			csv	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.global_universal|context.lehd	employment|commute_flows|workplace_area_characteristics	metadata_public	benchmark_only	prov:source.lehd.lodes	packages/pipeline/scripts/data_acquisition/docs/schema_registry.yaml	
source.mrlc.nlcd	National Land Cover Database	land_cover	universal_panel	used_in_panel	used	panelized	MRLC	https://www.mrlc.gov/data	public_source_reviewed	low	US	raster_30m	periodic			cog|geotiff	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.global_universal|context.nlcd	land_cover_class|impervious_surface|developed_flag|forest_flag	metadata_public	benchmark_only	prov:source.mrlc.nlcd	packages/pipeline/scripts/data_acquisition/panel/core/build_universal_panel_modal.py	
source.usda.nass_cdl	USDA NASS Cropland Data Layer	land_cover	jurisdiction_enrichment	used_in_panel	used	panelized	USDA NASS	https://www.nass.usda.gov/Research_and_Science/Cropland/SARS1a.php	public_source_reviewed	low	US	raster_30m	annual			geotiff	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.florida_dor|panel.global_universal	farmland_class|agricultural_land_proxy	metadata_public	benchmark_only	prov:source.usda.nass_cdl	packages/pipeline/scripts/data_acquisition/panel/florida_dor/enrich_florida_dor_panel.py	Represents the farmland lookup family referenced by the Florida enrichment script.
fred.macro.context	FRED macro context	macro_context	context_adapter	used_in_panel	used	panelized	Federal Reserve Bank of St. Louis	https://fred.stlouisfed.org/graph/fredgraph.csv	public_source_reviewed	low	US	national	annual			csv|api	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	context.fred_macro|panel.global_universal|panel.acs_nationwide	mortgage_rate_30y|cpi|unemployment_rate|housing_starts|gdp	metadata_public	benchmark_only	prov:fred.macro.context	packages/pipeline/scripts/inference/v15/source_registry.py	
source.bank_of_england.bank_rate	Bank of England bank rate	macro_context	context_input	used_in_panel	used	panelized	Bank of England	https://www.bankofengland.co.uk/boeapps/database/Bank-Rate.asp	public_source_reviewed	low	United Kingdom	national	daily|monthly			csv|api	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.uk_ppd|context.boe_rate	bank_rate	metadata_public	benchmark_only	prov:source.bank_of_england.bank_rate	packages/pipeline/scripts/data_acquisition/docs/schema_registry.yaml	
source.ecb.policy_rate	ECB Statistical Data Warehouse policy rate context	macro_context	context_input	used_in_panel	used	panelized	European Central Bank	https://data.ecb.europa.eu/	public_source_reviewed	low	European Union	national|euro_area	daily|monthly			api|csv	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.france_dvf|context.ecb_rate	policy_rate|monetary_context	metadata_public	benchmark_only	prov:source.ecb.policy_rate	packages/pipeline/scripts/data_acquisition/docs/schema_registry.yaml	
source.irs.migration	IRS county-to-county migration	mobility	context_input	used_in_panel	used	panelized	Internal Revenue Service	https://www.irs.gov/statistics/soi-tax-stats-migration-data	public_source_reviewed	low	US	county	annual			csv|excel	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	context.irs_migration|panel.global_universal	inflow|outflow|returns|exemptions|agi	metadata_public	benchmark_only	prov:source.irs.migration	packages/pipeline/scripts/data_acquisition/docs/schema_registry.yaml	
source.raw_benchmark.txgio_texas	Texas statewide parcel assessor benchmark panel	parcel_assessor	raw_single_source_benchmark	used_in_panel	used	panelized	Texas Geographic Information Office	https://tnris.org/stratmap/land-parcels/	public_source_reviewed	medium	US-TX	parcel	annual|source_native			parquet	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.txgio_texas	market_value|assessed_value|land_value|improvement_value|growth	metadata_public_raw_hold	holdback	prov:source.raw_benchmark.txgio_texas	packages/pipeline/scripts/pipeline/training/raw_single_source_benchmark_registry.yaml	Raw-source benchmark metadata is public; mirrored raw panels remain governed by source terms.
source.txgio.parcels	Texas statewide land parcels	parcel_assessor	jurisdiction_panel	used_in_panel	used	panelized	Texas Geographic Information Office	https://tnris.org/stratmap/land-parcels/	public_source_reviewed	medium	US-TX	parcel	annual			geodatabase|shapefile	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.txgio_texas	parcel_geometry|account|assessor_fields|market_value	metadata_public_raw_hold	holdback	prov:source.txgio.parcels	packages/pipeline/scripts/data_acquisition/panel/txgio/build_txgio_panel_modal.py	
source.nyc.mappluto	NYC MapPLUTO	parcel_geometry	jurisdiction_panel	used_in_panel	used	panelized	NYC Department of City Planning	https://www.nyc.gov/site/planning/data-maps/open-data/dwn-pluto-mappluto.page	public_source_reviewed	low	US-NY-New York City	parcel|BBL	rolling			shapefile|geodatabase|csv	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.nyc	parcel_geometry|land_use|zoning|building_attributes	metadata_public	benchmark_only	prov:source.nyc.mappluto	packages/pipeline/scripts/data_acquisition/docs/schema_registry.yaml	
census.building_permits.county_month	Census Building Permits Survey county-month	permits	context_adapter	used_in_panel	used	panelized	US Census Bureau	https://www2.census.gov/econ/bps/County/	public_source_reviewed	low	US	county|month	monthly	2022-01	2026-05	txt|csv|json	metadata_public_raw_private	canonical_source_snapshot|normalized_county_month_row_surface	panel.florida_dor|panel.global_universal|context.census_building_permits	permit_units|permit_buildings|permit_value	metadata_public_normalized_rows	benchmark_only	prov:census.building_permits.county_month	docs/prediction_markets/permit-zoning-data-readiness.md	Normalized public row endpoint: /api/v1/data/permits/census-bps/county-monthly; latest manifest: r2://properlytic-raw-data/permits/census_bps/county_monthly_normalized/v1/latest.json.
fast41.federal_permitting.project_inventory	FAST-41 federal permitting project inventory	federal_permitting	context_adapter	staged_for_panel	candidate	source_catalog_ready	Federal Permitting Improvement Steering Council	https://data.permits.performance.gov/Permitting-Project/FAST-41-Projects-Data/fh3k-bqsc	public_source_reviewed	low	US	project|state|county|agency|sector	source_native		2026-07-17	csv|json	metadata_public_raw_private	canonical_source_snapshot|normalized_project_inventory_surface	context.fast41_federal_permitting	project_status|project_sector|lead_agency|project_location	metadata_public_normalized_rows	benchmark_only	prov:fast41.federal_permitting.project_inventory	docs/prediction_markets/permit-zoning-data-readiness.md	Normalized public row endpoint: /api/v1/data/permits/fast41/projects; latest manifest: r2://properlytic-raw-data/federal_permitting/fast41/project_inventory_normalized/v1/latest.json; full milestone/event dataset mcm3-xbid is not yet acquired.
epa.echo.npdes_sewer_overflow.current	EPA ECHO NPDES current sewer overflow and bypass events	environmental_permits	context_adapter	staged_for_panel	candidate	source_catalog_ready	US Environmental Protection Agency	https://echo.epa.gov/files/echodownloads/current_sewer_overflow_and_collection_systems_tables.zip	public_source_reviewed	low	US	permit|event|state|waterbody|coordinate	source_native		2026-07-18	zip|csv|json	metadata_public_raw_private	canonical_source_snapshot|normalized_event_row_surface	context.epa_echo_npdes_sewer_overflows	sewer_overflow_event|discharge_volume_gallons|event_type|receiving_water|wet_weather	metadata_public_normalized_rows	benchmark_only	prov:epa.echo.npdes_sewer_overflow.current	docs/prediction_markets/permit-zoning-data-readiness.md	Normalized public row endpoint: /api/v1/data/environmental/epa-echo/npdes-sewer-overflows; latest manifest: r2://properlytic-raw-data/environmental_permits/epa_echo/npdes_sewer_overflow_current_normalized/v1/latest.json; ICIS-NPDES outfalls and non-effluent violations are exposed separately, while limits, effluent violations, detailed permit/facility rows, and detailed enforcement rows are not normalized yet; all-version eRule history is exposed separately through epa.echo.npdes_sewer_overflow.history.
epa.echo.npdes_sewer_overflow.history	EPA ECHO NPDES all-version sewer overflow and bypass events	environmental_permits	context_adapter	staged_for_panel	candidate	source_catalog_ready	US Environmental Protection Agency	https://echo.epa.gov/files/echodownloads/all_sewer_overflow_and_collection_systems_tables.zip	public_source_reviewed	low	US	permit|event|version|state|waterbody|coordinate	source_native		2026-07-18	zip|csv|json	metadata_public_raw_private	canonical_source_snapshot|normalized_event_history_row_surface	context.epa_echo_npdes_sewer_overflow_history	sewer_overflow_event_version|current_report_form_flag|replaced_date|replacing_payload_id|discharge_volume_gallons|event_type|receiving_water	metadata_public_normalized_rows	benchmark_only	prov:epa.echo.npdes_sewer_overflow.history	docs/prediction_markets/permit-zoning-data-readiness.md	Normalized public row endpoint: /api/v1/data/environmental/epa-echo/npdes-sewer-overflow-history; latest manifest: r2://properlytic-raw-data/environmental_permits/epa_echo/npdes_sewer_overflow_history_normalized/v1/latest.json; ICIS-NPDES outfalls and non-effluent violations are exposed separately, while limits, effluent violations, detailed permit/facility rows, and detailed enforcement rows are not normalized yet.
epa.echo.npdes_outfalls.layer	EPA ECHO ICIS-NPDES outfalls layer	environmental_permits	context_adapter	staged_for_panel	candidate	source_catalog_ready	US Environmental Protection Agency	https://echo.epa.gov/files/echodownloads/npdes_outfalls_layer.zip	public_source_reviewed	low	US	permit|facility|outfall|state|waterbody|coordinate	source_native		2026-07-18	zip|csv|json	metadata_public_raw_private	canonical_source_snapshot|normalized_partitioned_outfall_row_surface	context.epa_echo_npdes_outfalls	npdes_permit_status|facility_outfall_location|permit_component|current_violation|cwa_status|waterbody	metadata_public_normalized_rows	benchmark_only	prov:epa.echo.npdes_outfalls.layer	docs/prediction_markets/permit-zoning-data-readiness.md	Normalized public row endpoint: /api/v1/data/environmental/epa-echo/npdes-outfalls; latest manifest: r2://properlytic-raw-data/environmental_permits/epa_echo/npdes_outfalls_layer_normalized/v1/latest.json; ICIS-NPDES non-effluent violations are exposed separately, while limits, effluent violations, detailed permit/facility rows, detailed enforcement rows, and refresh/checksum/revision policy are not complete.
epa.echo.npdes_violations	EPA ECHO ICIS-NPDES non-effluent violations	environmental_permits	context_adapter	staged_for_panel	candidate	source_catalog_ready	US Environmental Protection Agency	https://echo.epa.gov/files/echodownloads/npdes_downloads.zip	public_source_reviewed	low	US	permit|violation|state|date|rnc|enforcement_link_count	source_native		2026-07-18	zip|csv|json	metadata_public_raw_private	canonical_source_snapshot|normalized_violation_row_surface	context.epa_echo_npdes_violations	npdes_violation_id|violation_code|violation_category|schedule_date|single_event_violation_date|rnc_detection_code|rnc_resolution_code|linked_enforcement_count	metadata_public_normalized_rows	benchmark_only	prov:epa.echo.npdes_violations	docs/prediction_markets/permit-zoning-data-readiness.md	Normalized public row endpoint: /api/v1/data/environmental/epa-echo/npdes-violations; latest manifest: r2://properlytic-raw-data/environmental_permits/epa_echo/npdes_violations_normalized/v1/latest.json; effluent violations, limits, detailed enforcement action expansion, recurring refresh, checksum, and resolver policy are not complete.
chicago.building_permits.citywide	Chicago building permits	permits	evidence_adapter	used_in_panel	used	panelized	City of Chicago	https://data.cityofchicago.org/resource/ydr8-5enu.json	public_source_reviewed	low	US-IL-Chicago	permit|building	weekly			api|json	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	evidence.permits_planning	permit_type|review_type|issue_date|application_start_date|tract|ward|coordinates	metadata_public	benchmark_only	prov:chicago.building_permits.citywide	packages/pipeline/scripts/inference/v15/source_registry.py	
nyc.dob.permit_issuance.citywide	NYC DOB permit issuance	permits	evidence_adapter	used_in_panel	used	panelized	NYC Department of Buildings	https://data.cityofnewyork.us/api/views/ipu4-2q9a	public_source_reviewed	low	US-NY-New York City	permit|BBL|BIN	weekly			api|csv	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.nyc|evidence.permits_planning	permit_type|work_type|filing_date|issuance_date|status	metadata_public	benchmark_only	prov:nyc.dob.permit_issuance.citywide	packages/pipeline/scripts/inference/v15/source_registry.py	
seattle.building_permits.citywide	Seattle building permits	permits	evidence_adapter	used_in_panel	used	panelized	City of Seattle	https://data.seattle.gov/resource/8tqq-u7ib.csv	public_source_reviewed	low	US-WA-Seattle	permit|building	weekly			api|csv	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.seattle_king_wa|evidence.permits_planning	permit_class|permit_type|issued_date|applied_date|housing_units|project_cost	metadata_public	benchmark_only	prov:seattle.building_permits.citywide	packages/pipeline/scripts/inference/v15/source_registry.py	
source.austin.permits	Austin issued construction permits	permits_redevelopment	jurisdiction_panel	used_in_panel	used	panelized	City of Austin	https://data.austintexas.gov/Building-and-Development/Issued-Construction-Permits/3syk-w9eu	public_source_reviewed	low	US-TX-Austin	permit|parcel	rolling			api|csv	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.austin_permit	permit_count|permit_valuation|review_delay|redevelopment_event|units|floors	metadata_public	benchmark_only	prov:source.austin.permits	packages/pipeline/scripts/pipeline/training/raw_single_source_benchmark_registry.yaml	
source.raw_benchmark.austin_permit	Austin permit-trigger benchmark panel	permits_redevelopment	raw_single_source_benchmark	used_in_panel	used	panelized	City of Austin	https://data.austintexas.gov/Building-and-Development/Issued-Construction-Permits/3syk-w9eu	public_source_reviewed	medium	US-TX-Austin	permit|parcel	annual|source_native			parquet	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.austin_permit	permit_count|permit_valuation|review_delay|redevelopment_event	metadata_public_raw_hold	holdback	prov:source.raw_benchmark.austin_permit	packages/pipeline/scripts/pipeline/training/raw_single_source_benchmark_registry.yaml	Raw-source benchmark metadata is public; mirrored raw panels remain governed by source terms.
source.hud.fmr	HUD Fair Market Rents	rent_housing_cost	context_input	used_in_panel	used	panelized	US Department of Housing and Urban Development	https://www.huduser.gov/portal/datasets/fmr.html	public_source_reviewed	low	US	county|metro	annual			csv|excel	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	context.hud_fmr|panel.global_universal	fair_market_rent|bedroom_rent_estimates	metadata_public	benchmark_only	prov:source.hud.fmr	packages/pipeline/scripts/data_acquisition/docs/schema_registry.yaml	
source.florida.dor	Florida Department of Revenue property tax data portal	statewide_assessor_tax	jurisdiction_panel	used_in_panel	used	panelized	Florida Department of Revenue	https://floridarevenue.com/property/Pages/DataPortal.aspx	public_source_reviewed	medium	US-FL	parcel	annual			csv|fixed_width	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.florida_dor	just_value|assessed_value|taxable_value|land_value|improvement_value|homestead_value	metadata_public_raw_hold	holdback	prov:source.florida.dor	packages/pipeline/scripts/data_acquisition/panel/florida_dor/build_florida_dor_panel_modal.py	
source.raw_benchmark.florida_dor	Florida DOR statewide raw benchmark panel	statewide_assessor_tax	raw_single_source_benchmark	used_in_panel	used	panelized	Florida Department of Revenue	https://floridarevenue.com/property/Pages/DataPortal.aspx	public_source_reviewed	medium	US-FL	parcel	annual|source_native			parquet	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.florida_dor	just_value|assessed_value|taxable_value|land_value|improvement_value	metadata_public_raw_hold	holdback	prov:source.raw_benchmark.florida_dor	packages/pipeline/scripts/pipeline/training/raw_single_source_benchmark_registry.yaml	Raw-source benchmark metadata is public; mirrored raw panels remain governed by source terms.
source.usgs.3dep	USGS 3DEP elevation	terrain	universal_panel	used_in_panel	used	panelized	US Geological Survey	https://www.usgs.gov/3d-elevation-program	public_source_reviewed	low	US	raster	periodic			geotiff|vrt	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.global_universal	elevation|slope|aspect	metadata_public	benchmark_only	prov:source.usgs.3dep	packages/pipeline/scripts/data_acquisition/panel/core/build_universal_panel_modal.py	
source.france.dvf	Demandes de valeurs foncieres	transaction	jurisdiction_panel	used_in_panel	used	panelized	French government open data	https://www.data.gouv.fr/fr/datasets/demandes-de-valeurs-foncieres/	open_license_reviewed	low	France	transaction|parcel	semiannual			csv	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.france_dvf	sale_price|sale_date|property_type|land_area|building_area	metadata_public	benchmark_only	prov:source.france.dvf	packages/pipeline/scripts/data_acquisition/docs/schema_registry.yaml	
source.raw_benchmark.france_dvf	France DVF transaction benchmark panel	transaction	raw_single_source_benchmark	used_in_panel	used	panelized	French government open data	https://www.data.gouv.fr/fr/datasets/demandes-de-valeurs-foncieres/	public_source_reviewed	medium	France	transaction|parcel	annual|source_native			parquet	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.france_dvf	sale_price|sale_date|property_type|land_area|building_area	metadata_public_raw_hold	holdback	prov:source.raw_benchmark.france_dvf	packages/pipeline/scripts/pipeline/training/raw_single_source_benchmark_registry.yaml	Raw-source benchmark metadata is public; mirrored raw panels remain governed by source terms.
source.raw_benchmark.uk_ppd	UK Price Paid Data benchmark panel	transaction	raw_single_source_benchmark	used_in_panel	used	panelized	HM Land Registry	https://www.gov.uk/government/statistical-data-sets/price-paid-data-downloads	public_source_reviewed	medium	United Kingdom	transaction|address	annual|source_native			parquet	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.uk_ppd	sale_price|sale_date|property_type|tenure	metadata_public_raw_hold	holdback	prov:source.raw_benchmark.uk_ppd	packages/pipeline/scripts/pipeline/training/raw_single_source_benchmark_registry.yaml	Raw-source benchmark metadata is public; mirrored raw panels remain governed by source terms.
source.uk.ppd	UK Price Paid Data	transaction	jurisdiction_panel	used_in_panel	used	panelized	HM Land Registry	https://www.gov.uk/government/statistical-data-sets/price-paid-data-downloads	open_government_license_reviewed	low	United Kingdom	transaction|address	monthly			csv	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.uk_ppd	sale_price|sale_date|property_type|tenure|postcode	metadata_public	benchmark_only	prov:source.uk.ppd	packages/pipeline/scripts/data_acquisition/docs/schema_registry.yaml	
source.openstreetmap.osmnx	OpenStreetMap features via OSMnx	transport_access	universal_panel	used_in_panel	used	panelized	OpenStreetMap contributors	https://www.openstreetmap.org/	open_database_license_review_required	low	global	road|poi|building_neighborhood	rolling			osm|overpass	metadata_public_raw_private	canonical_source_snapshot|observation_or_feature_panel	panel.global_universal	poi_distances|road_network|walkability|building_density	metadata_public	benchmark_only	prov:source.openstreetmap.osmnx	packages/pipeline/scripts/data_acquisition/panel/core/build_universal_panel_modal.py	ODbL and geometry redistribution review required before publishing raw geometry extracts.