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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# Harrison County, MS
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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: "Andrew Gilich"
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description: "Mayor, Biloxi, MS"
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role: "Mayor, Biloxi, 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: "2015-05-01"
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current: true
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ids:
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person: "80129ce3-9221-4438-9405-6d54cb0fbe06"
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office: "f7daaff6-9976-45de-9089-800477d5e7ac"
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tenure: "231afdf1-5982-4966-82a6-b69afaa5a9ce"
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jurisdiction: "e74ea6db-5770-4da8-aee7-82678465751f"
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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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# Andrew Gilich
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Current Mayor, Biloxi, 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: "William Gardner Hewes"
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description: "Mayor, Gulfport, MS"
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role: "Mayor, Gulfport, 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: "23abe70d-eec2-4e0f-8f9c-10a858abc05f"
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office: "718def1f-94c8-42e3-b899-e141f5f1bd18"
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tenure: "963f55d3-dfb5-44d0-af01-699c7db43f29"
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jurisdiction: "bb908e95-caeb-41e5-81f9-f1fa35801f87"
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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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# William Gardner Hewes
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Current Mayor, Gulfport, 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: "George L. Bass"
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description: "Mayor, Long Beach, MS"
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role: "Mayor, Long Beach, 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: "18eaf1bd-7565-49a2-a344-043629272a1a"
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office: "a77b9be3-d20c-45f2-b4f7-05d5945245c0"
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tenure: "1a572235-c9a2-4d4c-b96e-2fde6405954f"
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jurisdiction: "8ba8f935-5399-46d9-813c-62d0fe939ff1"
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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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# George L. Bass
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Current Mayor, Long Beach, 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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