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>

data/jurisdictions/us/states/in/counties/st-joseph/index.md

@@ -32,7 +32,7 @@ timestamp: "2026-07-03"
 
 # St. Joseph County, IN
 
-County jurisdiction.
+County jurisdiction — 1 officeholders mapped.
 
 ## Demographics (ACS 2023)
 

data/jurisdictions/us/states/in/counties/st-joseph/municipalities/south-bend/people/james-mueller.md

@@ -0,0 +1,39 @@
+---
+type: Person
+title: "James Mueller"
+description: "Mayor, South Bend, IN"
+role: "Mayor, South Bend, IN"
+level: "municipal"
+branch: "executive"
+state: "IN"
+tenure:
+  start: "2020-01-01"
+  current: true
+ids:
+  person: "ec3e5de3-1bec-4dc6-82df-dd9610a1d0c6"
+  office: "5e0bd286-7b08-4a5d-877e-08f94cd50476"
+  tenure: "713a9dec-2a1a-4f50-a3c6-1a8973bcddfa"
+  jurisdiction: "f3712c96-baf3-4c26-a3f6-bc4acf8670c2"
+sources:
+  - field: office
+    source: "Wikidata"
+  - field: tenure
+    source: "Wikidata"
+  - field: jurisdiction
+    source: "Census TIGER 2024"
+confidence: official
+tags: [officeholder, municipal, executive, in]
+timestamp: "2026-07-04"
+---
+
+# James Mueller
+
+Current Mayor, South Bend, IN.
+
+## Sources
+
+- office: Wikidata
+- tenure: Wikidata
+- jurisdiction: Census TIGER 2024
+
+Generated from the Atlas officeholders v3 export (2026-07-04).