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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# Miami-Dade County, FL
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County jurisdiction — 222 officeholders mapped.
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County jurisdiction — 223 officeholders mapped.
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## Demographics (ACS 2023)
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---
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type: Person
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title: "John H. Taylor Jr."
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description: "Mayor, Opa-locka, FL"
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role: "Mayor, Opa-locka, FL"
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level: "municipal"
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branch: "executive"
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state: "FL"
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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: "789f248f-cd78-4bc9-8eee-a22a96654e17"
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office: "271f816b-5bb8-4f94-8851-0029e08c0c1c"
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tenure: "05a96658-0f01-4785-aac4-51ff5fed4187"
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jurisdiction: "15eb74f6-2ab7-4154-aa76-179f17ff0937"
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sources:
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- field: office
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source: "Wikipedia"
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- field: tenure
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source: "Wikipedia"
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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, fl]
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timestamp: "2026-07-04"
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---
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# John H. Taylor Jr.
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Current Mayor, Opa-locka, FL.
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## Sources
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- office: Wikipedia
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- tenure: Wikipedia
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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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