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>
This commit is contained in:
@@ -32,7 +32,7 @@ timestamp: "2026-07-03"
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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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---
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type: Person
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title: "Chip Johnson"
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description: "Mayor, Hernando, MS"
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role: "Mayor, Hernando, 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: "7cdbc8ec-6075-4542-9528-f63641dae66c"
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office: "0c4411b4-fb09-4290-81e0-67c194c36836"
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tenure: "eb2a505c-a0a0-4e90-913d-98536b85109d"
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jurisdiction: "f6026438-eaa2-47bf-90db-0b2b2fbf1b0a"
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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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# Chip Johnson
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Current Mayor, Hernando, 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: "Allen Latimer"
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description: "Mayor, Horn Lake, MS"
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role: "Mayor, Horn Lake, 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: "3dfbc960-5173-4417-bb78-32745188483d"
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office: "1372b9a2-cdf8-4cbd-b650-a5ce3c29198f"
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tenure: "9c3632bd-b3b3-483d-a921-ffbe4977f81f"
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jurisdiction: "4cb9d3a1-f14c-4bef-9912-191fef05b5dc"
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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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# Allen Latimer
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Current Mayor, Horn Lake, 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: "Ken Adams"
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description: "Mayor, Olive Branch, MS"
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role: "Mayor, Olive Branch, 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: "46cdb31d-9e99-4826-a868-faaa629dbb26"
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office: "09d7af34-4685-4954-90c3-79d00ee2dc7a"
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tenure: "88d7d06b-c66f-48a2-a585-2cd41c2006c6"
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jurisdiction: "396dacbc-3e4f-4de1-a5ae-0843c40b2aaf"
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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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# Ken Adams
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Current Mayor, Olive Branch, 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: "Darren Musselwhite"
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description: "Mayor, Southaven, MS"
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role: "Mayor, Southaven, 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: "2013-06-28"
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current: true
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ids:
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person: "5628e32c-8c95-4a9e-9346-aefc25dbfebd"
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office: "0d803876-2441-4890-a70b-7fc293c667cb"
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tenure: "a9740be2-044c-4695-8d75-58d3083085c0"
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jurisdiction: "1e75380d-162b-4f0e-8de3-1d3d0584c28e"
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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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# Darren Musselwhite
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Current Mayor, Southaven, 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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