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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# Guilford County, NC
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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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---
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type: Person
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title: "Marikay Abuzuaiter"
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description: "Mayor, Greensboro, NC"
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role: "Mayor, Greensboro, 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: "2025-12-02"
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current: true
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ids:
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person: "847fa514-d786-4110-858d-ad05d82c2e6a"
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office: "5a7860e5-428b-4d48-bb45-6cf1858b0bf7"
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tenure: "f0754df5-8278-4d09-b089-d05fa7de2074"
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jurisdiction: "e6789d11-d994-48ae-9f6c-4117cf0381ef"
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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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# Marikay Abuzuaiter
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Current Mayor, Greensboro, 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: "Cyril Jefferson"
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description: "Mayor, High Point, NC"
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role: "Mayor, High Point, 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: "2023-12-04"
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current: true
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ids:
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person: "7d600ad1-cd41-481a-b055-ebc914e5969d"
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office: "0676d38e-244f-424a-b9f8-23acdb148f7d"
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tenure: "2537c8fa-a0a2-4898-98b6-60ea5940baf2"
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jurisdiction: "b6052f5c-e7db-4dfc-abfe-fcc6e9dd9321"
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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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# Cyril Jefferson
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Current Mayor, High Point, 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: "Mike Crawford"
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description: "Mayor, Stokesdale, NC"
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role: "Mayor, Stokesdale, 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: "2021-01-01"
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current: true
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ids:
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person: "fd6c4789-d739-4d15-98aa-02c419483869"
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office: "aea5715d-07b1-4289-bb46-e67ad726b3bc"
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tenure: "eca70fd1-163d-4866-839b-531c98197dd5"
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jurisdiction: "cfb516fc-b4ac-466e-9e4d-276a9068696a"
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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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# Mike Crawford
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Current Mayor, Stokesdale, 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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