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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@@ -32,7 +32,7 @@ timestamp: "2026-07-03"
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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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---
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type: Person
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title: "Casey Vaughan"
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description: "Mayor, Gautier, MS"
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role: "Mayor, Gautier, MS"
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level: "municipal"
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branch: "executive"
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state: "MS"
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tenure:
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start: "2026-06-20"
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current: true
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ids:
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person: "6ff16f72-9caa-4e15-b36e-d69dc5c7704b"
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office: "7889ff44-7dcf-411b-8764-2ddbc69d2203"
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tenure: "95388908-cea7-4e41-8ef6-f4d362aa5c6b"
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jurisdiction: "43690c13-5020-44aa-a38a-ebfc6f7ac639"
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sources:
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- field: office
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source: "Wikidata"
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- field: tenure
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source: "Wikidata"
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- field: jurisdiction
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source: "Census TIGER 2024"
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confidence: official
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tags: [officeholder, municipal, executive, ms]
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timestamp: "2026-07-04"
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---
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# Casey Vaughan
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Current Mayor, Gautier, MS.
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## Sources
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- office: Wikidata
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- tenure: Wikidata
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- jurisdiction: Census TIGER 2024
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Generated from the Atlas officeholders v3 export (2026-07-04).
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---
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type: Person
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title: "Billy Knight, Sr."
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description: "Mayor, Moss Point, MS"
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role: "Mayor, Moss Point, MS"
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level: "municipal"
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branch: "executive"
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state: "MS"
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tenure:
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start: "2026-06-20"
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current: true
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ids:
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person: "541df88c-8813-468e-bc97-30dc21725004"
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office: "d0dde03c-00e1-4fea-9ce0-406ecaabbbde"
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tenure: "4e48a6d3-31e6-47a5-ba31-d661a93a063b"
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jurisdiction: "89c9b60e-5f48-4232-896b-546736c4ca9d"
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sources:
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- field: office
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source: "Wikidata"
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- field: tenure
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source: "Wikidata"
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- field: jurisdiction
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source: "Census TIGER 2024"
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confidence: official
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tags: [officeholder, municipal, executive, ms]
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timestamp: "2026-07-04"
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---
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# Billy Knight, Sr.
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Current Mayor, Moss Point, MS.
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## Sources
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- office: Wikidata
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- tenure: Wikidata
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- jurisdiction: Census TIGER 2024
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Generated from the Atlas officeholders v3 export (2026-07-04).
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---
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type: Person
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title: "Kenny Holloway"
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description: "Mayor, Ocean Springs, MS"
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role: "Mayor, Ocean Springs, MS"
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level: "municipal"
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branch: "executive"
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state: "MS"
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tenure:
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start: "2021-06-08"
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current: true
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ids:
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person: "91a272c3-7e3b-46c1-9b55-8a29f56fdf49"
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office: "799b8470-e498-4d22-8a09-6bac259be7ab"
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tenure: "7fe6592a-b759-4b90-96df-812e30668cfd"
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jurisdiction: "af440fd7-558c-4196-8ff7-4d9cfc5d563e"
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sources:
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- field: office
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source: "Wikidata"
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- field: tenure
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source: "Wikidata"
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- field: jurisdiction
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source: "Census TIGER 2024"
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confidence: official
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tags: [officeholder, municipal, executive, ms]
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timestamp: "2026-07-04"
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---
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# Kenny Holloway
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Current Mayor, Ocean Springs, MS.
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## Sources
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- office: Wikidata
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- tenure: Wikidata
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- jurisdiction: Census TIGER 2024
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Generated from the Atlas officeholders v3 export (2026-07-04).
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---
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type: Person
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title: "Jay Willis"
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description: "Mayor, Pascagoula, MS"
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role: "Mayor, Pascagoula, MS"
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level: "municipal"
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branch: "executive"
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state: "MS"
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tenure:
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start: "2026-06-20"
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current: true
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ids:
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person: "a8228583-8807-4a82-9dca-624e2649ce8f"
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office: "9f60fd9b-951b-4dc6-9430-94f3fc15204e"
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tenure: "341c81c2-b26a-4f5c-a198-5af055bef46b"
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jurisdiction: "2a8269a0-c60f-4b12-a939-ec3ba12b2684"
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sources:
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- field: office
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source: "Wikidata"
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- field: tenure
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source: "Wikidata"
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- field: jurisdiction
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source: "Census TIGER 2024"
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confidence: official
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tags: [officeholder, municipal, executive, ms]
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timestamp: "2026-07-04"
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---
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# Jay Willis
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Current Mayor, Pascagoula, MS.
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## Sources
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- office: Wikidata
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- tenure: Wikidata
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- jurisdiction: Census TIGER 2024
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Generated from the Atlas officeholders v3 export (2026-07-04).
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