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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# Tulsa County, OK
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County jurisdiction.
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County jurisdiction — 2 officeholders mapped.
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## Demographics (ACS 2023)
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---
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type: Person
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title: "Debra Wimpee"
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description: "Mayor, Broken Arrow, OK"
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role: "Mayor, Broken Arrow, OK"
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level: "municipal"
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branch: "executive"
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state: "OK"
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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: "0879ba3a-731d-4ff2-8a4a-8c825fb41106"
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office: "c0b24c16-6ef0-486c-8cd5-284c5c44a155"
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tenure: "061feb2a-8795-4144-bff7-17a3da253e7b"
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jurisdiction: "299542c2-c131-40e9-9b1e-f5de4ca54f56"
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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, ok]
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timestamp: "2026-07-04"
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---
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# Debra Wimpee
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Current Mayor, Broken Arrow, OK.
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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: "Monroe Nichols"
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description: "Mayor, Tulsa, OK"
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role: "Mayor, Tulsa, OK"
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level: "municipal"
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branch: "executive"
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state: "OK"
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tenure:
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start: "2024-12-02"
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current: true
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ids:
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person: "59cbbf86-7c4d-4292-a6c4-196f9bfe3c3e"
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office: "459d104a-61c1-4ae9-99f0-db1a103b7e8e"
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tenure: "d95494ff-2313-497d-bc7b-8235308af8ea"
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jurisdiction: "4cab6fa1-2c55-4c1f-8500-c35c70041b01"
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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, ok]
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timestamp: "2026-07-04"
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---
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# Monroe Nichols
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Current Mayor, Tulsa, OK.
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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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