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: "Quitman County, MS"
classification: county
fips: "28119"
state: "MS"
demographics:
population: 5774
population_under_18: 1334
population_18_64: 3379
population_65_plus: 1061
median_household_income: 32412
poverty_rate: 29.63
homeownership_rate: 64.66
unemployment_rate: 12.36
median_home_value: 69600
gini_index: 0.4868
vacancy_rate: 12.66
race_white: 1409
race_black: 4258
race_asian: 0
race_native: 16
hispanic: 17
bachelors_plus: 867
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ms]
timestamp: "2026-07-03"
---
# Quitman County, MS
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 5774 |
| Under 18 | 1334 |
| 18–64 | 3379 |
| 65+ | 1061 |
| Median household income | 32412 |
| Poverty rate | 29.63 |
| Homeownership rate | 64.66 |
| Unemployment rate | 12.36 |
| Median home value | 69600 |
| Gini index | 0.4868 |
| Vacancy rate | 12.66 |
| White | 1409 |
| Black | 4258 |
| Asian | 0 |
| Native | 16 |
| Hispanic/Latino | 17 |
| Bachelor's or higher | 867 |
## Source
- demographics: Census ACS 2023