panel_id	panel_name	source_id	source_role	join_keys	join_method	transform_id	availability_rule	output_fields	status	evidence_file
panel.global_universal	global universal	climate_hazard.context	context_join	county_fips|year	temporal_context_join	normalize.source_to_panel.v1	use records available at or before panel period cutoff	flood_risk|wildfire_risk|aqi|temperature_anomaly|source_status	documented	packages/pipeline/scripts/inference/v15/source_registry.py
context.climate_hazard	context.climate hazard	climate_hazard.context	context_join	county_fips|year	temporal_context_join	normalize.source_to_panel.v1	use records available at or before panel period cutoff	flood_risk|wildfire_risk|aqi|temperature_anomaly|source_status	documented	packages/pipeline/scripts/inference/v15/source_registry.py
evidence.policy_actions	evidence.policy actions	intervention.policy_action	base_panel_source	source_native_parcel_id|year	source_native_panelization	normalize.source_to_panel.v1	use records available at or before panel period cutoff	action_type|geographic_scope|mechanism|effective_time	documented	packages/pipeline/scripts/inference/v15/source_registry.py
panel.global_universal	global universal	macro_market.context	context_join	county_fips|year	temporal_context_join	normalize.source_to_panel.v1	use records available at or before panel period cutoff	income|cpi|mortgage_rate|housing_starts|source_status	documented	packages/pipeline/scripts/inference/v15/source_registry.py
context.macro_market	context.macro market	macro_market.context	context_join	county_fips|year	temporal_context_join	normalize.source_to_panel.v1	use records available at or before panel period cutoff	income|cpi|mortgage_rate|housing_starts|source_status	documented	packages/pipeline/scripts/inference/v15/source_registry.py
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.mag_2023_expanded_projection_surfaces	planned_enrichment_source	tract_geoid|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	official MAG current planning/projection surfaces for TAZ/RAZ/MPA benchmarking, crosswalk checks, and enrichment	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.mag_2023_official_mpa_raz_taz_projections	planned_enrichment_source	tract_geoid|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	official MAG current planning/projection surfaces for TAZ/RAZ/MPA benchmarking, crosswalk checks, and enrichment	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.mag_2030_2040_population_projection_storymap	planned_enrichment_source	tract_geoid|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	official MAG current planning/projection surfaces for TAZ/RAZ/MPA benchmarking, crosswalk checks, and enrichment	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.mag_taz_population_employment_auth_required_lead	planned_enrichment_source	tract_geoid|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	official MAG current planning/projection surfaces for TAZ/RAZ/MPA benchmarking, crosswalk checks, and enrichment	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.maricopa_apartment_master	planned_enrichment_source	source_native_parcel_id|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	parcel universe, valuation, built-space, land, subdivision, parcel geometry	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.maricopa_assessor_downloads	planned_enrichment_source	source_native_parcel_id|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	parcel universe, valuation, built-space, land, subdivision, parcel geometry	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.maricopa_commercial_master	planned_enrichment_source	source_native_parcel_id|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	parcel universe, valuation, built-space, land, subdivision, parcel geometry	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.maricopa_land_components	planned_enrichment_source	source_native_parcel_id|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	parcel universe, valuation, built-space, land, subdivision, parcel geometry	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.maricopa_parcel_points	planned_enrichment_source	source_native_parcel_id|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	parcel universe, valuation, built-space, land, subdivision, parcel geometry	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.maricopa_parcels	planned_enrichment_source	source_native_parcel_id|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	parcel universe, valuation, built-space, land, subdivision, parcel geometry	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.maricopa_residential_master	planned_enrichment_source	source_native_parcel_id|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	parcel universe, valuation, built-space, land, subdivision, parcel geometry	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.maricopa_sales_affidavits	planned_enrichment_source	source_native_parcel_id|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	parcel universe, valuation, built-space, land, subdivision, parcel geometry	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.maricopa_secured_master	planned_enrichment_source	source_native_parcel_id|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	parcel universe, valuation, built-space, land, subdivision, parcel geometry	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.maricopa_subdivision_index	planned_enrichment_source	source_native_parcel_id|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	parcel universe, valuation, built-space, land, subdivision, parcel geometry	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
evidence.permits_planning	evidence.permits planning	permits_planning.process_evidence	base_panel_source	source_native_parcel_id|year	source_native_panelization	normalize.source_to_panel.v1	use records available at or before panel period cutoff	event_type|permit_type|process_stage|filing_id|jurisdiction_id	documented	packages/pipeline/scripts/inference/v15/source_registry.py
panel.austin_permit	austin permit	permits_planning.process_evidence	base_panel_source	source_native_parcel_id|year	source_native_panelization	normalize.source_to_panel.v1	use records available at or before panel period cutoff	event_type|permit_type|process_stage|filing_id|jurisdiction_id	documented	packages/pipeline/scripts/inference/v15/source_registry.py
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	permits_planning.process_evidence	base_panel_source	source_native_parcel_id|year	source_native_panelization	normalize.source_to_panel.v1	use records available at or before panel period cutoff	event_type|permit_type|process_stage|filing_id|jurisdiction_id	documented	packages/pipeline/scripts/inference/v15/source_registry.py
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.buckeye_permit_center	planned_enrichment_source	tract_geoid|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	near-term construction/development and zoning signal before or around permits	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.buckeye_planning_zoning	planned_enrichment_source	tract_geoid|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	near-term construction/development and zoning signal before or around permits	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.maricopa_permit_actions	planned_enrichment_source	tract_geoid|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	near-term construction/development and zoning signal before or around permits	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.maricopa_permit_center	planned_enrichment_source	tract_geoid|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	near-term construction/development and zoning signal before or around permits	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.maricopa_pz_minutes_2025_11_06	planned_enrichment_source	tract_geoid|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	near-term construction/development and zoning signal before or around permits	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.maricopa_weekly_permit_activity_archive	planned_enrichment_source	tract_geoid|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	near-term construction/development and zoning signal before or around permits	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.phoenix_data_center_staff_report	planned_enrichment_source	tract_geoid|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	near-term construction/development and zoning signal before or around permits	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.phoenix_mcdowell_pud	planned_enrichment_source	tract_geoid|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	near-term construction/development and zoning signal before or around permits	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.phoenix_pud_cases	planned_enrichment_source	tract_geoid|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	near-term construction/development and zoning signal before or around permits	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.phoenix_zoning_update	planned_enrichment_source	tract_geoid|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	near-term construction/development and zoning signal before or around permits	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.azmag_sun_cloud_transportation	planned_enrichment_source	tract_geoid|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	transportation accessibility, open-data, municipal growth and planning context	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.buckeye_capital_improvement_program	planned_enrichment_source	tract_geoid|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	transportation accessibility, open-data, municipal growth and planning context	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.buckeye_construction_projects	planned_enrichment_source	tract_geoid|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	transportation accessibility, open-data, municipal growth and planning context	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.buckeye_gis_data_mapping	planned_enrichment_source	tract_geoid|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	transportation accessibility, open-data, municipal growth and planning context	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.buckeye_open_data	planned_enrichment_source	tract_geoid|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	transportation accessibility, open-data, municipal growth and planning context	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.phoenix_city_owned_parcels	planned_enrichment_source	tract_geoid|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	transportation accessibility, open-data, municipal growth and planning context	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.aca_cdc_program	planned_enrichment_source	tract_geoid|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	large-load, grid, data-center, dark-fiber, and economic-development context	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.gpec_data_centers	planned_enrichment_source	tract_geoid|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	large-load, grid, data-center, dark-fiber, and economic-development context	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.gpec_ecosystem_pdf	planned_enrichment_source	tract_geoid|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	large-load, grid, data-center, dark-fiber, and economic-development context	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.srp_dark_fiber	planned_enrichment_source	tract_geoid|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	large-load, grid, data-center, dark-fiber, and economic-development context	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.srp_data_centers	planned_enrichment_source	tract_geoid|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	large-load, grid, data-center, dark-fiber, and economic-development context	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.srp_growth_blog	planned_enrichment_source	tract_geoid|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	large-load, grid, data-center, dark-fiber, and economic-development context	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.adeq_air_forecasts	planned_enrichment_source	tract_geoid|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	developability constraints, assured water supply, environmental permits, AQI, heat, state land context	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.adeq_environmental_permits	planned_enrichment_source	tract_geoid|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	developability constraints, assured water supply, environmental permits, AQI, heat, state land context	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.adeq_search_databases	planned_enrichment_source	tract_geoid|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	developability constraints, assured water supply, environmental permits, AQI, heat, state land context	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.adwr_aaws_overview	planned_enrichment_source	tract_geoid|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	developability constraints, assured water supply, environmental permits, AQI, heat, state land context	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.adwr_phoenix_ama_updates	planned_enrichment_source	tract_geoid|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	developability constraints, assured water supply, environmental permits, AQI, heat, state land context	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.azgeo_open_data	planned_enrichment_source	tract_geoid|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	developability constraints, assured water supply, environmental permits, AQI, heat, state land context	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.azsld_maps_gis	planned_enrichment_source	tract_geoid|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	developability constraints, assured water supply, environmental permits, AQI, heat, state land context	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.maricopa_extreme_heat	planned_enrichment_source	tract_geoid|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	developability constraints, assured water supply, environmental permits, AQI, heat, state land context	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.noaa_phoenix_climate_series	planned_enrichment_source	tract_geoid|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	developability constraints, assured water supply, environmental permits, AQI, heat, state land context	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	az.noaa_phoenix_design_criteria	planned_enrichment_source	tract_geoid|year	source_native_panelization	catalog.source_to_enrichment_plan.v1	use records available at or before panel period cutoff	developability constraints, assured water supply, environmental permits, AQI, heat, state land context	planned	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.acs_nationwide	acs nationwide	source.raw_benchmark.acs_nationwide	base_panel_source	tract_geoid|year	source_native_panelization	benchmark.raw_source_adapter.v1	use records available at or before panel period cutoff	median_home_value|income|rent|population|housing|tenure|employment|education	documented	packages/pipeline/scripts/pipeline/training/raw_single_source_benchmark_registry.yaml
panel.florida_dor	florida dor	epa.aqi.county_year	context_join	county_fips|year	temporal_context_join	normalize.source_to_panel.v1	use records available at or before panel period cutoff	median_aqi|max_aqi|days_with_aqi	documented	packages/pipeline/scripts/inference/v15/source_registry.py
panel.global_universal	global universal	epa.aqi.county_year	context_join	county_fips|year	temporal_context_join	normalize.source_to_panel.v1	use records available at or before panel period cutoff	median_aqi|max_aqi|days_with_aqi	documented	packages/pipeline/scripts/inference/v15/source_registry.py
context.epa_aqi	context.epa aqi	epa.aqi.county_year	context_join	county_fips|year	temporal_context_join	normalize.source_to_panel.v1	use records available at or before panel period cutoff	median_aqi|max_aqi|days_with_aqi	documented	packages/pipeline/scripts/inference/v15/source_registry.py
panel.cook_county_il	cook county il	source.cook_county.assessor	base_panel_source	source_native_parcel_id|year	source_native_panelization	normalize.source_to_panel.v1	use records available at or before panel period cutoff	assessed_value|land_value|improvement_value|class|township|neighborhood	documented	packages/pipeline/scripts/data_acquisition/docs/schema_registry.yaml
panel.hcad_houston	hcad houston	source.hcad_houston.assessor	base_panel_source	source_native_parcel_id|year	source_native_panelization	normalize.source_to_panel.v1	use records available at or before panel period cutoff	assessed_value|land_value|improvement_value|building_attributes|parcel_geometry	documented	packages/pipeline/scripts/data_acquisition/docs/schema_registry.yaml
panel.seattle_king_wa	seattle king wa	source.king_county.assessor	base_panel_source	source_native_parcel_id|year	source_native_panelization	normalize.source_to_panel.v1	use records available at or before panel period cutoff	assessed_value|appraised_value|land_value|improvement_value|building_attributes	documented	packages/pipeline/scripts/data_acquisition/docs/schema_registry.yaml
panel.maricopa_az	maricopa az	source.maricopa.assessor	base_panel_source	source_native_parcel_id|year	source_native_panelization	normalize.source_to_panel.v1	use records available at or before panel period cutoff	parcel_universe|assessed_value|land_value|improvement_value|sales|subdivision|geometry	documented	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	source.maricopa.assessor	base_panel_source	source_native_parcel_id|year	source_native_panelization	normalize.source_to_panel.v1	use records available at or before panel period cutoff	parcel_universe|assessed_value|land_value|improvement_value|sales|subdivision|geometry	documented	packages/pipeline/scripts/pipeline/training/arizona_phoenix_enrichment_source_catalog.json
panel.massgis	massgis	source.massgis.assessors	base_panel_source	source_native_parcel_id|year	source_native_panelization	normalize.source_to_panel.v1	use records available at or before panel period cutoff	assessed_value|land_value|improvement_value|parcel_geometry	documented	packages/pipeline/scripts/data_acquisition/docs/schema_registry.yaml
panel.florida_dor	florida dor	source.miami_dade.property_appraiser	base_panel_source	source_native_parcel_id|year	source_native_panelization	normalize.source_to_panel.v1	use records available at or before panel period cutoff	beds|baths|use_code|building_attributes	documented	packages/pipeline/scripts/data_acquisition/panel/florida_dor/enrich_florida_dor_panel.py
panel.nyc	nyc	source.nyc.dof_assessment	base_panel_source	source_native_parcel_id|year	source_native_panelization	normalize.source_to_panel.v1	use records available at or before panel period cutoff	market_value|assessed_value|tax_class|building_class	documented	packages/pipeline/scripts/data_acquisition/docs/schema_registry.yaml
panel.philly	philly	source.philly.opa	base_panel_source	source_native_parcel_id|year	source_native_panelization	normalize.source_to_panel.v1	use records available at or before panel period cutoff	market_value|assessed_value|land_value|improvement_value|building_area|year_built	documented	packages/pipeline/scripts/pipeline/training/raw_single_source_benchmark_registry.yaml
panel.cook_county_il	cook county il	source.raw_benchmark.cook_county_il	base_panel_source	source_native_parcel_id|year	source_native_panelization	benchmark.raw_source_adapter.v1	use records available at or before panel period cutoff	assessed_value|land_value|improvement_value	documented	packages/pipeline/scripts/pipeline/training/raw_single_source_benchmark_registry.yaml
panel.nyc	nyc	source.raw_benchmark.nyc	base_panel_source	source_native_parcel_id|year	source_native_panelization	benchmark.raw_source_adapter.v1	use records available at or before panel period cutoff	market_value|assessed_value|land_value|tax_class|building_class	documented	packages/pipeline/scripts/pipeline/training/raw_single_source_benchmark_registry.yaml
panel.philly	philly	source.raw_benchmark.philly	base_panel_source	source_native_parcel_id|year	source_native_panelization	benchmark.raw_source_adapter.v1	use records available at or before panel period cutoff	market_value|assessed_value|land_value|improvement_value|building_area	documented	packages/pipeline/scripts/pipeline/training/raw_single_source_benchmark_registry.yaml
panel.seattle_king_wa	seattle king wa	source.raw_benchmark.seattle_wa	base_panel_source	source_native_parcel_id|year	source_native_panelization	benchmark.raw_source_adapter.v1	use records available at or before panel period cutoff	appraised_value|assessed_value|land_value|improvement_value|building_attributes	documented	packages/pipeline/scripts/pipeline/training/raw_single_source_benchmark_registry.yaml
panel.sf_ca	sf ca	source.raw_benchmark.sf_ca	base_panel_source	source_native_parcel_id|year	source_native_panelization	benchmark.raw_source_adapter.v1	use records available at or before panel period cutoff	assessed_value|sale_price|land_value|improvement_value|building_attributes	documented	packages/pipeline/scripts/pipeline/training/raw_single_source_benchmark_registry.yaml
panel.vancouver_bc	vancouver bc	source.raw_benchmark.vancouver_bc	base_panel_source	source_native_parcel_id|year	source_native_panelization	benchmark.raw_source_adapter.v1	use records available at or before panel period cutoff	assessed_value|land_value|improvement_value|year_built	documented	packages/pipeline/scripts/pipeline/training/raw_single_source_benchmark_registry.yaml
panel.sf_ca	sf ca	source.sf.assessor_rolls	base_panel_source	source_native_parcel_id|year	source_native_panelization	normalize.source_to_panel.v1	use records available at or before panel period cutoff	assessed_value|sale_price|land_value|improvement_value|building_attributes	documented	packages/pipeline/scripts/data_acquisition/docs/schema_registry.yaml
panel.vancouver_bc	vancouver bc	source.vancouver.property_tax	base_panel_source	source_native_parcel_id|year	source_native_panelization	normalize.source_to_panel.v1	use records available at or before panel period cutoff	assessed_value|land_value|improvement_value|year_built	documented	packages/pipeline/scripts/pipeline/training/raw_single_source_benchmark_registry.yaml
panel.global_universal	global universal	source.microsoft.us_building_footprints	spatial_feature_enrichment	source_native_geography|period	spatial_overlay_or_nearest_feature	normalize.source_to_panel.v1	use records available at or before panel period cutoff	building_geometry|building_area|centroid	documented	packages/pipeline/scripts/data_acquisition/panel/core/build_universal_panel_modal.py
panel.global_universal	global universal	noaa.cag.county_annual_temperature	context_join	county_fips|year	temporal_context_join	normalize.source_to_panel.v1	use records available at or before panel period cutoff	annual_average_temperature|temperature_anomaly	documented	packages/pipeline/scripts/inference/v15/source_registry.py
context.noaa_climate	context.noaa climate	noaa.cag.county_annual_temperature	context_join	county_fips|year	temporal_context_join	normalize.source_to_panel.v1	use records available at or before panel period cutoff	annual_average_temperature|temperature_anomaly	documented	packages/pipeline/scripts/inference/v15/source_registry.py
panel.global_universal	global universal	source.prism.climate_normals	spatial_feature_enrichment	source_native_geography|period	spatial_overlay_or_nearest_feature	normalize.source_to_panel.v1	use records available at or before panel period cutoff	mean_annual_temperature|precipitation	documented	packages/pipeline/scripts/data_acquisition/panel/core/build_universal_panel_modal.py
panel.acs_nationwide	acs nationwide	census.acs.county_5yr	context_join	county_fips|year	temporal_context_join	normalize.source_to_panel.v1	use records available at or before panel period cutoff	population|housing|income|rent|tenure|mobility|employment|education|rates	documented	packages/pipeline/scripts/inference/v15/source_registry.py
panel.florida_dor	florida dor	census.acs.county_5yr	context_join	county_fips|year	temporal_context_join	normalize.source_to_panel.v1	use records available at or before panel period cutoff	population|housing|income|rent|tenure|mobility|employment|education|rates	documented	packages/pipeline/scripts/inference/v15/source_registry.py
panel.az_maricopa_mag_multires_enriched	az maricopa mag multires enriched	census.acs.county_5yr	context_join	county_fips|year	temporal_context_join	normalize.source_to_panel.v1	use records available at or before panel period cutoff	population|housing|income|rent|tenure|mobility|employment|education|rates	documented	packages/pipeline/scripts/inference/v15/source_registry.py
context.census_acs	context.census acs	census.acs.county_5yr	context_join	county_fips|year	temporal_context_join	normalize.source_to_panel.v1	use records available at or before panel period cutoff	population|housing|income|rent|tenure|mobility|employment|education|rates	documented	packages/pipeline/scripts/inference/v15/source_registry.py
panel.acs_nationwide	acs nationwide	source.census.acs_tract_5yr	base_panel_source	tract_geoid|year	source_native_panelization	normalize.source_to_panel.v1	use records available at or before panel period cutoff	median_home_value|median_hh_income|rent_burden|population|housing|tenure|mobility|employment|education	documented	packages/pipeline/scripts/data_acquisition/panel/acs/build_acs_panel_modal.py
context.census_acs	context.census acs	source.census.acs_tract_5yr	base_panel_source	tract_geoid|year	source_native_panelization	normalize.source_to_panel.v1	use records available at or before panel period cutoff	median_home_value|median_hh_income|rent_burden|population|housing|tenure|mobility|employment|education	documented	packages/pipeline/scripts/data_acquisition/panel/acs/build_acs_panel_modal.py
panel.global_universal	global universal	source.census.dhc	spatial_feature_enrichment	source_native_geography|period	spatial_overlay_or_nearest_feature	normalize.source_to_panel.v1	use records available at or before panel period cutoff	housing_units|population|block_centroid_proxy	documented	packages/pipeline/scripts/data_acquisition/panel/core/build_universal_panel_modal.py
panel.global_universal	global universal	source.census.tigerweb	spatial_feature_enrichment	county_fips|year	spatial_overlay_or_nearest_feature	normalize.source_to_panel.v1	use records available at or before panel period cutoff	boundaries|centroids|geography_crosswalks	documented	packages/pipeline/scripts/data_acquisition/panel/core/build_universal_panel_modal.py
geography.boundaries_crosswalks_labels	geography.boundaries crosswalks labels	source.census.tigerweb	spatial_feature_enrichment	county_fips|year	spatial_overlay_or_nearest_feature	normalize.source_to_panel.v1	use records available at or before panel period cutoff	boundaries|centroids|geography_crosswalks	documented	packages/pipeline/scripts/data_acquisition/panel/core/build_universal_panel_modal.py
panel.florida_dor	florida dor	fema.disaster_declarations.county_year	context_join	county_fips|year	temporal_context_join	normalize.source_to_panel.v1	use records available at or before panel period cutoff	disaster_count|incident_type_counts|declaration_date	documented	packages/pipeline/scripts/inference/v15/source_registry.py
panel.global_universal	global universal	fema.disaster_declarations.county_year	context_join	county_fips|year	temporal_context_join	normalize.source_to_panel.v1	use records available at or before panel period cutoff	disaster_count|incident_type_counts|declaration_date	documented	packages/pipeline/scripts/inference/v15/source_registry.py
context.fema_disasters	context.fema disasters	fema.disaster_declarations.county_year	context_join	county_fips|year	temporal_context_join	normalize.source_to_panel.v1	use records available at or before panel period cutoff	disaster_count|incident_type_counts|declaration_date	documented	packages/pipeline/scripts/inference/v15/source_registry.py
panel.global_universal	global universal	source.fema.nfhl	spatial_feature_enrichment	source_native_parcel_id|year	spatial_overlay_or_nearest_feature	normalize.source_to_panel.v1	use records available at or before panel period cutoff	flood_zone|in_floodplain	documented	packages/pipeline/scripts/data_acquisition/panel/core/build_universal_panel_modal.py
panel.florida_dor	florida dor	source.fema.nfhl	spatial_feature_enrichment	source_native_parcel_id|year	spatial_overlay_or_nearest_feature	normalize.source_to_panel.v1	use records available at or before panel period cutoff	flood_zone|in_floodplain	documented	packages/pipeline/scripts/data_acquisition/panel/core/build_universal_panel_modal.py
panel.florida_dor	florida dor	source.fema.nri	context_join	county_fips|year	temporal_context_join	normalize.source_to_panel.v1	use records available at or before panel period cutoff	flood_risk|wind_risk|heat_risk|earthquake_risk|risk_scores	documented	packages/pipeline/scripts/data_acquisition/panel/florida_dor/enrich_florida_dor_panel.py
panel.global_universal	global universal	source.fema.nri	context_join	county_fips|year	temporal_context_join	normalize.source_to_panel.v1	use records available at or before panel period cutoff	flood_risk|wind_risk|heat_risk|earthquake_risk|risk_scores	documented	packages/pipeline/scripts/data_acquisition/panel/florida_dor/enrich_florida_dor_panel.py
context.fema_nri	context.fema nri	source.fema.nri	context_join	county_fips|year	temporal_context_join	normalize.source_to_panel.v1	use records available at or before panel period cutoff	flood_risk|wind_risk|heat_risk|earthquake_risk|risk_scores	documented	packages/pipeline/scripts/data_acquisition/panel/florida_dor/enrich_florida_dor_panel.py
context.fhfa_hpi	context.fhfa hpi	fhfa.hpi.state_year	context_join	source_native_geography|period	temporal_context_join	normalize.source_to_panel.v1	use records available at or before panel period cutoff	hpi_value	documented	packages/pipeline/scripts/inference/v15/source_registry.py
panel.acs_nationwide	acs nationwide	fhfa.hpi.state_year	context_join	source_native_geography|period	temporal_context_join	normalize.source_to_panel.v1	use records available at or before panel period cutoff	hpi_value	documented	packages/pipeline/scripts/inference/v15/source_registry.py
panel.france_dvf	france dvf	source.insee.hpi	context_join	source_native_geography|period	temporal_context_join	normalize.source_to_panel.v1	use records available at or before panel period cutoff	housing_price_index	documented	packages/pipeline/scripts/data_acquisition/docs/schema_registry.yaml
context.insee_hpi	context.insee hpi	source.insee.hpi	context_join	source_native_geography|period	temporal_context_join	normalize.source_to_panel.v1	use records available at or before panel period cutoff	housing_price_index	documented	packages/pipeline/scripts/data_acquisition/docs/schema_registry.yaml
context.bls_labor	context.bls labor	bls.labor.context	context_join	source_native_geography|period	temporal_context_join	normalize.source_to_panel.v1	use records available at or before panel period cutoff	unemployment_rate|cpi|employment|labor_force_participation|earnings|weekly_hours	documented	packages/pipeline/scripts/inference/v15/source_registry.py
panel.global_universal	global universal	bls.labor.context	context_join	source_native_geography|period	temporal_context_join	normalize.source_to_panel.v1	use records available at or before panel period cutoff	unemployment_rate|cpi|employment|labor_force_participation|earnings|weekly_hours	documented	packages/pipeline/scripts/inference/v15/source_registry.py
panel.global_universal	global universal	source.lehd.lodes	context_join	county_fips|year	temporal_context_join	normalize.source_to_panel.v1	use records available at or before panel period cutoff	employment|commute_flows|workplace_area_characteristics	documented	packages/pipeline/scripts/data_acquisition/docs/schema_registry.yaml
context.lehd	context.lehd	source.lehd.lodes	context_join	county_fips|year	temporal_context_join	normalize.source_to_panel.v1	use records available at or before panel period cutoff	employment|commute_flows|workplace_area_characteristics	documented	packages/pipeline/scripts/data_acquisition/docs/schema_registry.yaml
panel.global_universal	global universal	source.mrlc.nlcd	spatial_feature_enrichment	source_native_geography|period	spatial_overlay_or_nearest_feature	normalize.source_to_panel.v1	use records available at or before panel period cutoff	land_cover_class|impervious_surface|developed_flag|forest_flag	documented	packages/pipeline/scripts/data_acquisition/panel/core/build_universal_panel_modal.py
context.nlcd	context.nlcd	source.mrlc.nlcd	spatial_feature_enrichment	source_native_geography|period	spatial_overlay_or_nearest_feature	normalize.source_to_panel.v1	use records available at or before panel period cutoff	land_cover_class|impervious_surface|developed_flag|forest_flag	documented	packages/pipeline/scripts/data_acquisition/panel/core/build_universal_panel_modal.py
panel.florida_dor	florida dor	source.usda.nass_cdl	base_panel_source	source_native_geography|period	spatial_overlay_or_nearest_feature	normalize.source_to_panel.v1	use records available at or before panel period cutoff	farmland_class|agricultural_land_proxy	documented	packages/pipeline/scripts/data_acquisition/panel/florida_dor/enrich_florida_dor_panel.py
panel.global_universal	global universal	source.usda.nass_cdl	base_panel_source	source_native_geography|period	spatial_overlay_or_nearest_feature	normalize.source_to_panel.v1	use records available at or before panel period cutoff	farmland_class|agricultural_land_proxy	documented	packages/pipeline/scripts/data_acquisition/panel/florida_dor/enrich_florida_dor_panel.py
context.fred_macro	context.fred macro	fred.macro.context	context_join	source_native_geography|period	temporal_context_join	normalize.source_to_panel.v1	use records available at or before panel period cutoff	mortgage_rate_30y|cpi|unemployment_rate|housing_starts|gdp	documented	packages/pipeline/scripts/inference/v15/source_registry.py
panel.global_universal	global universal	fred.macro.context	context_join	source_native_geography|period	temporal_context_join	normalize.source_to_panel.v1	use records available at or before panel period cutoff	mortgage_rate_30y|cpi|unemployment_rate|housing_starts|gdp	documented	packages/pipeline/scripts/inference/v15/source_registry.py
panel.acs_nationwide	acs nationwide	fred.macro.context	context_join	source_native_geography|period	temporal_context_join	normalize.source_to_panel.v1	use records available at or before panel period cutoff	mortgage_rate_30y|cpi|unemployment_rate|housing_starts|gdp	documented	packages/pipeline/scripts/inference/v15/source_registry.py
panel.uk_ppd	uk ppd	source.bank_of_england.bank_rate	context_join	source_native_geography|period	temporal_context_join	normalize.source_to_panel.v1	use records available at or before panel period cutoff	bank_rate	documented	packages/pipeline/scripts/data_acquisition/docs/schema_registry.yaml
context.boe_rate	context.boe rate	source.bank_of_england.bank_rate	context_join	source_native_geography|period	temporal_context_join	normalize.source_to_panel.v1	use records available at or before panel period cutoff	bank_rate	documented	packages/pipeline/scripts/data_acquisition/docs/schema_registry.yaml
panel.france_dvf	france dvf	source.ecb.policy_rate	context_join	source_native_geography|period	temporal_context_join	normalize.source_to_panel.v1	use records available at or before panel period cutoff	policy_rate|monetary_context	documented	packages/pipeline/scripts/data_acquisition/docs/schema_registry.yaml
context.ecb_rate	context.ecb rate	source.ecb.policy_rate	context_join	source_native_geography|period	temporal_context_join	normalize.source_to_panel.v1	use records available at or before panel period cutoff	policy_rate|monetary_context	documented	packages/pipeline/scripts/data_acquisition/docs/schema_registry.yaml
context.irs_migration	context.irs migration	source.irs.migration	context_join	county_fips|year	temporal_context_join	normalize.source_to_panel.v1	use records available at or before panel period cutoff	inflow|outflow|returns|exemptions|agi	documented	packages/pipeline/scripts/data_acquisition/docs/schema_registry.yaml
panel.global_universal	global universal	source.irs.migration	context_join	county_fips|year	temporal_context_join	normalize.source_to_panel.v1	use records available at or before panel period cutoff	inflow|outflow|returns|exemptions|agi	documented	packages/pipeline/scripts/data_acquisition/docs/schema_registry.yaml
panel.txgio_texas	txgio texas	source.raw_benchmark.txgio_texas	base_panel_source	source_native_parcel_id|year	source_native_panelization	benchmark.raw_source_adapter.v1	use records available at or before panel period cutoff	market_value|assessed_value|land_value|improvement_value|growth	documented	packages/pipeline/scripts/pipeline/training/raw_single_source_benchmark_registry.yaml
panel.txgio_texas	txgio texas	source.txgio.parcels	base_panel_source	source_native_parcel_id|year	source_native_panelization	normalize.source_to_panel.v1	use records available at or before panel period cutoff	parcel_geometry|account|assessor_fields|market_value	documented	packages/pipeline/scripts/data_acquisition/panel/txgio/build_txgio_panel_modal.py
panel.nyc	nyc	source.nyc.mappluto	base_panel_source	source_native_parcel_id|year	source_native_panelization	normalize.source_to_panel.v1	use records available at or before panel period cutoff	parcel_geometry|land_use|zoning|building_attributes	documented	packages/pipeline/scripts/data_acquisition/docs/schema_registry.yaml
panel.florida_dor	florida dor	census.building_permits.county_month	context_join	county_fips|year	temporal_context_join	normalize.source_to_panel.v1	use records available at or before panel period cutoff	permit_units|permit_buildings|permit_value	documented	packages/pipeline/scripts/inference/v15/source_registry.py
panel.global_universal	global universal	census.building_permits.county_month	context_join	county_fips|year	temporal_context_join	normalize.source_to_panel.v1	use records available at or before panel period cutoff	permit_units|permit_buildings|permit_value	documented	packages/pipeline/scripts/inference/v15/source_registry.py
context.building_permits	context.building permits	census.building_permits.county_month	context_join	county_fips|year	temporal_context_join	normalize.source_to_panel.v1	use records available at or before panel period cutoff	permit_units|permit_buildings|permit_value	documented	packages/pipeline/scripts/inference/v15/source_registry.py
evidence.permits_planning	evidence.permits planning	chicago.building_permits.citywide	base_panel_source	source_native_geography|period	source_native_panelization	normalize.source_to_panel.v1	use records available at or before panel period cutoff	permit_type|review_type|issue_date|application_start_date|tract|ward|coordinates	documented	packages/pipeline/scripts/inference/v15/source_registry.py
panel.nyc	nyc	nyc.dob.permit_issuance.citywide	base_panel_source	source_native_parcel_id|year	source_native_panelization	normalize.source_to_panel.v1	use records available at or before panel period cutoff	permit_type|work_type|filing_date|issuance_date|status	documented	packages/pipeline/scripts/inference/v15/source_registry.py
evidence.permits_planning	evidence.permits planning	nyc.dob.permit_issuance.citywide	base_panel_source	source_native_parcel_id|year	source_native_panelization	normalize.source_to_panel.v1	use records available at or before panel period cutoff	permit_type|work_type|filing_date|issuance_date|status	documented	packages/pipeline/scripts/inference/v15/source_registry.py
panel.seattle_king_wa	seattle king wa	seattle.building_permits.citywide	base_panel_source	source_native_geography|period	source_native_panelization	normalize.source_to_panel.v1	use records available at or before panel period cutoff	permit_class|permit_type|issued_date|applied_date|housing_units|project_cost	documented	packages/pipeline/scripts/inference/v15/source_registry.py
evidence.permits_planning	evidence.permits planning	seattle.building_permits.citywide	base_panel_source	source_native_geography|period	source_native_panelization	normalize.source_to_panel.v1	use records available at or before panel period cutoff	permit_class|permit_type|issued_date|applied_date|housing_units|project_cost	documented	packages/pipeline/scripts/inference/v15/source_registry.py
panel.austin_permit	austin permit	source.austin.permits	base_panel_source	source_native_parcel_id|year	source_native_panelization	normalize.source_to_panel.v1	use records available at or before panel period cutoff	permit_count|permit_valuation|review_delay|redevelopment_event|units|floors	documented	packages/pipeline/scripts/pipeline/training/raw_single_source_benchmark_registry.yaml
panel.austin_permit	austin permit	source.raw_benchmark.austin_permit	base_panel_source	source_native_parcel_id|year	source_native_panelization	benchmark.raw_source_adapter.v1	use records available at or before panel period cutoff	permit_count|permit_valuation|review_delay|redevelopment_event	documented	packages/pipeline/scripts/pipeline/training/raw_single_source_benchmark_registry.yaml
context.hud_fmr	context.hud fmr	source.hud.fmr	context_join	county_fips|year	temporal_context_join	normalize.source_to_panel.v1	use records available at or before panel period cutoff	fair_market_rent|bedroom_rent_estimates	documented	packages/pipeline/scripts/data_acquisition/docs/schema_registry.yaml
panel.global_universal	global universal	source.hud.fmr	context_join	county_fips|year	temporal_context_join	normalize.source_to_panel.v1	use records available at or before panel period cutoff	fair_market_rent|bedroom_rent_estimates	documented	packages/pipeline/scripts/data_acquisition/docs/schema_registry.yaml
panel.florida_dor	florida dor	source.florida.dor	base_panel_source	source_native_parcel_id|year	source_native_panelization	normalize.source_to_panel.v1	use records available at or before panel period cutoff	just_value|assessed_value|taxable_value|land_value|improvement_value|homestead_value	documented	packages/pipeline/scripts/data_acquisition/panel/florida_dor/build_florida_dor_panel_modal.py
panel.florida_dor	florida dor	source.raw_benchmark.florida_dor	base_panel_source	source_native_parcel_id|year	source_native_panelization	benchmark.raw_source_adapter.v1	use records available at or before panel period cutoff	just_value|assessed_value|taxable_value|land_value|improvement_value	documented	packages/pipeline/scripts/pipeline/training/raw_single_source_benchmark_registry.yaml
panel.global_universal	global universal	source.usgs.3dep	spatial_feature_enrichment	source_native_geography|period	spatial_overlay_or_nearest_feature	normalize.source_to_panel.v1	use records available at or before panel period cutoff	elevation|slope|aspect	documented	packages/pipeline/scripts/data_acquisition/panel/core/build_universal_panel_modal.py
panel.france_dvf	france dvf	source.france.dvf	base_panel_source	source_native_parcel_id|year	source_native_panelization	normalize.source_to_panel.v1	use records available at or before panel period cutoff	sale_price|sale_date|property_type|land_area|building_area	documented	packages/pipeline/scripts/data_acquisition/docs/schema_registry.yaml
panel.france_dvf	france dvf	source.raw_benchmark.france_dvf	base_panel_source	source_native_parcel_id|year	source_native_panelization	benchmark.raw_source_adapter.v1	use records available at or before panel period cutoff	sale_price|sale_date|property_type|land_area|building_area	documented	packages/pipeline/scripts/pipeline/training/raw_single_source_benchmark_registry.yaml
panel.uk_ppd	uk ppd	source.raw_benchmark.uk_ppd	base_panel_source	source_native_geography|period	source_native_panelization	benchmark.raw_source_adapter.v1	use records available at or before panel period cutoff	sale_price|sale_date|property_type|tenure	documented	packages/pipeline/scripts/pipeline/training/raw_single_source_benchmark_registry.yaml
panel.uk_ppd	uk ppd	source.uk.ppd	base_panel_source	source_native_geography|period	source_native_panelization	normalize.source_to_panel.v1	use records available at or before panel period cutoff	sale_price|sale_date|property_type|tenure|postcode	documented	packages/pipeline/scripts/data_acquisition/docs/schema_registry.yaml
panel.global_universal	global universal	source.openstreetmap.osmnx	spatial_feature_enrichment	source_native_geography|period	spatial_overlay_or_nearest_feature	normalize.source_to_panel.v1	use records available at or before panel period cutoff	poi_distances|road_network|walkability|building_density	documented	packages/pipeline/scripts/data_acquisition/panel/core/build_universal_panel_modal.py