Municipals: nest 1,823 city officeholders under their real counties
Pull Atlas's place→county crosswalk (Census TIGER 2024 places × county geometries, 32,041 places) into the build as a committed raw input, and use it to resolve municipal officeholders whose county was unknown. - data/place_county_crosswalk.jsonl — new raw input (place_geoid → county_geoid) - build.py — place-name+state → county_geoid → ACS county slug as a fallback in county_slug(); city_slug() generalized to non-FL bare place labels - data/sources/sources.yaml — provenance entry for the crosswalk _unresolved municipals: 1919 → 58. The remainder are genuine: CT planning regions (post-county), county-level rows mislabeled municipal upstream, consolidated city-counties (null label), Wikidata-QID placeholder names, and ambiguous same-name places — left unresolved rather than guessed. Join key is county_geoid (5-digit FIPS); the directory slug is taken from the ACS county node so municipals nest under the exact existing county dir. Deterministic (byte-identical rebuild); validate.py passes 19,721 records. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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# Bartow County, GA
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County jurisdiction.
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County jurisdiction — 1 officeholders mapped.
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## Demographics (ACS 2023)
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# Ben Hill County, GA
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County jurisdiction.
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County jurisdiction — 1 officeholders mapped.
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## Demographics (ACS 2023)
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# Bulloch County, GA
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County jurisdiction.
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County jurisdiction — 1 officeholders mapped.
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## Demographics (ACS 2023)
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# Carroll County, GA
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County jurisdiction.
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County jurisdiction — 1 officeholders mapped.
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## Demographics (ACS 2023)
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# Chatham County, GA
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County jurisdiction.
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County jurisdiction — 1 officeholders mapped.
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## Demographics (ACS 2023)
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# Cherokee County, GA
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County jurisdiction.
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County jurisdiction — 2 officeholders mapped.
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## Demographics (ACS 2023)
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# Cobb County, GA
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County jurisdiction.
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County jurisdiction — 5 officeholders mapped.
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## Demographics (ACS 2023)
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# Coweta County, GA
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County jurisdiction.
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County jurisdiction — 1 officeholders mapped.
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## Demographics (ACS 2023)
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# DeKalb County, GA
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County jurisdiction.
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County jurisdiction — 5 officeholders mapped.
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## Demographics (ACS 2023)
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# Dougherty County, GA
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County jurisdiction.
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County jurisdiction — 1 officeholders mapped.
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## Demographics (ACS 2023)
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# Douglas County, GA
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County jurisdiction.
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County jurisdiction — 1 officeholders mapped.
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## Demographics (ACS 2023)
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# Fayette County, GA
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County jurisdiction.
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County jurisdiction — 1 officeholders mapped.
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## Demographics (ACS 2023)
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# Floyd County, GA
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County jurisdiction.
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County jurisdiction — 1 officeholders mapped.
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## Demographics (ACS 2023)
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# Fulton County, GA
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County jurisdiction.
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County jurisdiction — 7 officeholders mapped.
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## Demographics (ACS 2023)
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# Glynn County, GA
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County jurisdiction.
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County jurisdiction — 1 officeholders mapped.
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## Demographics (ACS 2023)
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# Gwinnett County, GA
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County jurisdiction.
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County jurisdiction — 5 officeholders mapped.
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## Demographics (ACS 2023)
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# Hall County, GA
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County jurisdiction.
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County jurisdiction — 1 officeholders mapped.
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## Demographics (ACS 2023)
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# Harris County, GA
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County jurisdiction.
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County jurisdiction — 1 officeholders mapped.
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## Demographics (ACS 2023)
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# Henry County, GA
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County jurisdiction.
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County jurisdiction — 2 officeholders mapped.
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## Demographics (ACS 2023)
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# Houston County, GA
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County jurisdiction.
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County jurisdiction — 1 officeholders mapped.
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## Demographics (ACS 2023)
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# Liberty County, GA
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County jurisdiction.
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County jurisdiction — 1 officeholders mapped.
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## Demographics (ACS 2023)
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# Lowndes County, GA
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County jurisdiction.
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County jurisdiction — 1 officeholders mapped.
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## Demographics (ACS 2023)
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# Muscogee County, GA
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County jurisdiction.
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County jurisdiction — 1 officeholders mapped.
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## Demographics (ACS 2023)
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# Putnam County, GA
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County jurisdiction.
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County jurisdiction — 1 officeholders mapped.
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## Demographics (ACS 2023)
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# Spalding County, GA
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County jurisdiction.
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County jurisdiction — 1 officeholders mapped.
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## Demographics (ACS 2023)
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# Troup County, GA
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County jurisdiction.
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County jurisdiction — 1 officeholders mapped.
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## Demographics (ACS 2023)
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# Walton County, GA
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County jurisdiction.
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County jurisdiction — 1 officeholders mapped.
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## Demographics (ACS 2023)
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# Warren County, GA
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County jurisdiction.
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County jurisdiction — 1 officeholders mapped.
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## Demographics (ACS 2023)
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# Whitfield County, GA
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County jurisdiction.
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County jurisdiction — 1 officeholders mapped.
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## Demographics (ACS 2023)
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