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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# Adams County, MS
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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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# Bolivar County, MS
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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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# Clay County, MS
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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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# Coahoma County, MS
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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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# DeSoto County, MS
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County jurisdiction.
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County jurisdiction — 4 officeholders mapped.
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## Demographics (ACS 2023)
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# Forrest County, MS
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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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# Grenada County, MS
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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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# Harrison County, MS
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County jurisdiction.
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County jurisdiction — 3 officeholders mapped.
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## Demographics (ACS 2023)
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# Hinds County, MS
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County jurisdiction.
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County jurisdiction — 3 officeholders mapped.
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## Demographics (ACS 2023)
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# Jackson County, MS
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County jurisdiction.
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County jurisdiction — 4 officeholders mapped.
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## Demographics (ACS 2023)
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# Jones County, MS
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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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# Lafayette County, MS
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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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# Lauderdale County, MS
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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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# Lee County, MS
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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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# Leflore County, MS
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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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# Lincoln County, MS
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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, MS
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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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# Madison County, MS
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County jurisdiction.
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County jurisdiction — 3 officeholders mapped.
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## Demographics (ACS 2023)
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# Oktibbeha County, MS
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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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# Pearl River County, MS
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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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# Pike County, MS
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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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# Rankin County, MS
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County jurisdiction.
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County jurisdiction — 3 officeholders mapped.
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## Demographics (ACS 2023)
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# Sunflower County, MS
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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, MS
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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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# Washington County, MS
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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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@@ -32,7 +32,7 @@ timestamp: "2026-07-03"
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# Yazoo County, MS
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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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