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: "Fairfield County, OH"
classification: county
fips: "39045"
state: "OH"
demographics:
population: 163453
population_under_18: 38976
population_18_64: 97312
population_65_plus: 27165
median_household_income: 90966
poverty_rate: 8.01
homeownership_rate: 74.92
unemployment_rate: 3.84
median_home_value: 298800
gini_index: 0.416
vacancy_rate: 5.75
race_white: 133228
race_black: 15064
race_asian: 4961
race_native: 255
hispanic: 4508
bachelors_plus: 48920
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, oh]
timestamp: "2026-07-03"
---
# Fairfield County, OH
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 163453 |
| Under 18 | 38976 |
| 18–64 | 97312 |
| 65+ | 27165 |
| Median household income | 90966 |
| Poverty rate | 8.01 |
| Homeownership rate | 74.92 |
| Unemployment rate | 3.84 |
| Median home value | 298800 |
| Gini index | 0.416 |
| Vacancy rate | 5.75 |
| White | 133228 |
| Black | 15064 |
| Asian | 4961 |
| Native | 255 |
| Hispanic/Latino | 4508 |
| Bachelor's or higher | 48920 |
## Source
- demographics: Census ACS 2023