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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# Davidson County, NC
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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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---
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type: Person
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title: "Larry D. Ward"
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description: "Mayor, Denton, NC"
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role: "Mayor, Denton, NC"
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level: "municipal"
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branch: "executive"
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state: "NC"
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tenure:
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start: "2013-01-01"
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current: true
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ids:
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person: "68180916-7371-4c91-9f45-c533ec282f51"
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office: "13ae0c3c-2a11-4d75-a2af-33530ad46a17"
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tenure: "e1ba1198-5f11-48ad-889b-4c852217c70f"
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jurisdiction: "e4774047-eabb-4d49-8871-5e21e42dc254"
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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, nc]
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timestamp: "2026-07-04"
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---
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# Larry D. Ward
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Current Mayor, Denton, NC.
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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: "Jason Hayes"
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description: "Mayor, Lexington, NC"
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role: "Mayor, Lexington, NC"
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level: "municipal"
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branch: "executive"
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state: "NC"
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tenure:
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start: "2022-01-01"
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current: true
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ids:
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person: "14d9ef59-ce28-4cee-aef1-301038de0019"
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office: "f4bf3e21-384f-4022-9d20-1cf40bdfb450"
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tenure: "97076a05-4a9a-4166-8497-cad03161a2e9"
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jurisdiction: "58f15a11-d7ac-4780-b470-7eebf8754336"
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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, nc]
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timestamp: "2026-07-04"
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---
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# Jason Hayes
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Current Mayor, Lexington, NC.
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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: "John Byrum"
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description: "Mayor, Midway, NC"
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role: "Mayor, Midway, NC"
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level: "municipal"
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branch: "executive"
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state: "NC"
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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: "4853cd4a-69e1-4f3d-9e72-8391237899a0"
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office: "af829d6e-935b-4664-b796-c6b139fea69c"
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tenure: "d3f15e16-77d6-45b4-af30-88275a57df2b"
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jurisdiction: "ab22db5d-4370-464b-8a4b-5946de991557"
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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, nc]
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timestamp: "2026-07-04"
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---
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# John Byrum
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Current Mayor, Midway, NC.
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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: "Joe G. Bennett"
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description: "Mayor, Thomasville, NC"
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role: "Mayor, Thomasville, NC"
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level: "municipal"
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branch: "executive"
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state: "NC"
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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: "de05d904-00eb-4348-9ed4-257caf798b93"
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office: "53f336b2-f498-4c8d-808e-ab63e63a22bc"
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tenure: "06e5bf8d-5097-4978-a2ae-c0df93be0575"
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jurisdiction: "e7dd9299-8b3b-4d83-be84-7a446896e27c"
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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, nc]
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timestamp: "2026-07-04"
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---
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# Joe G. Bennett
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Current Mayor, Thomasville, NC.
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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 Todd"
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description: "Mayor, Wallburg, NC"
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role: "Mayor, Wallburg, NC"
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level: "municipal"
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branch: "executive"
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state: "NC"
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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: "f8f54274-c6f5-4ed9-a3db-45d2c9256cbf"
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office: "0c30c02f-b012-40e1-b663-e862c1b2a2af"
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tenure: "75ecf86d-4e13-4155-b8a6-77207138aebb"
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jurisdiction: "c3137058-6068-41ca-9105-70d8d60188d0"
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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, nc]
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timestamp: "2026-07-04"
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---
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# Allen Todd
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Current Mayor, Wallburg, NC.
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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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