ZIP code 41003 is in Berry (9.4% of residents), in Harrison County (75%), Pendleton County (16%) and Grant County (9.2%), Kentucky. 91% of its residents live outside city limits. It is in Kentucky's 4th congressional district. Its state senate districts are State Senate District 27 (75%), State Senate District 24 (16%) and State Senate District 17 (9.2%); its state house districts are State House District 70 (75%), State House District 78 (16%) and State House District 61 (9.2%).
9 voting precincts overlap ZIP 41003.
Map them, with each precinct's share of the ZIP's residents.
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Your agent can get these cities, counties, districts and precincts with their shares, and their GeoJSON boundaries, from Boundary Atlas. Add https://atlas-production-d344.up.railway.app/mcp to Claude, ChatGPT, Cursor or Codex (free, no key; how), then:
related_geographies(id="us:zcta:41003")
ZIP 41003 here is the Census Bureau's ZIP Code Tabulation Area, which approximates the USPS ZIP Code;
PO-box-only ZIPs have none. Districts are the maps in force for the November 3, 2026 election.