Add elections + demographics layer: candidates and jurisdictions

Two new entity types, built deterministically from the raw exports:

  Candidate (2,494)     — 2026 federal candidates as files under
                          us/states/<st>/candidates/, with office,
                          district, party, incumbent/challenger stance,
                          campaign committee, FEC id.

  Jurisdiction (3,494)  — demographic nodes carrying ACS 2023 data:
                          3,131 counties (deduped from 3,231 mixed-format
                          fips keys) + 363 congressional districts.

This completes the county skeleton nationwide: every US county is now a
browsable node with population, income, poverty, race, education and
housing — even where no officeholders are mapped yet. In Florida the
county index.md merges into the existing dir and reports its officeholder
count alongside demographics (St. Lucie: 33 officeholders + ACS profile).

build.py now reads seven raw inputs in one deterministic pass
(byte-identical on rerun). The mirror now answers: who holds power, who
runs this institution, who is running, and what each place is made of.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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---
type: Jurisdiction
title: "Calloway County, KY"
classification: county
fips: "21035"
state: "KY"
demographics:
population: 38224
population_under_18: 6972
population_18_64: 24775
population_65_plus: 6477
median_household_income: 52706
poverty_rate: 17.2
homeownership_rate: 63.9
unemployment_rate: 4.45
median_home_value: 183200
gini_index: 0.468
vacancy_rate: 15.83
race_white: 33751
race_black: 1559
race_asian: 705
race_native: 72
hispanic: 1406
bachelors_plus: 10568
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ky]
timestamp: "2026-07-03"
---
# Calloway County, KY
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 38224 |
| Under 18 | 6972 |
| 18–64 | 24775 |
| 65+ | 6477 |
| Median household income | 52706 |
| Poverty rate | 17.2 |
| Homeownership rate | 63.9 |
| Unemployment rate | 4.45 |
| Median home value | 183200 |
| Gini index | 0.468 |
| Vacancy rate | 15.83 |
| White | 33751 |
| Black | 1559 |
| Asian | 705 |
| Native | 72 |
| Hispanic/Latino | 1406 |
| Bachelor's or higher | 10568 |
## Source
- demographics: Census ACS 2023