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: "VA-04"
classification: congressional-district
state: "VA"
district: "VA-04"
demographics:
population: 810465
population_under_18: 184428
population_18_64: 302390
population_65_plus: 323647
median_household_income: 69839
poverty_rate: 14.51
homeownership_rate: 58.67
unemployment_rate: 4.09
median_home_value: 309900
gini_index: 0.4533
vacancy_rate: 6.9
race_white: 344761
race_black: 329906
race_asian: 17718
hispanic: 86583
bachelors_plus: 203208
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, congressional-district, va]
timestamp: "2026-07-03"
---
# VA-04
Congressional district VA-04.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 810465 |
| Under 18 | 184428 |
| 18–64 | 302390 |
| 65+ | 323647 |
| Median household income | 69839 |
| Poverty rate | 14.51 |
| Homeownership rate | 58.67 |
| Unemployment rate | 4.09 |
| Median home value | 309900 |
| Gini index | 0.4533 |
| Vacancy rate | 6.9 |
| White | 344761 |
| Black | 329906 |
| Asian | 17718 |
| Hispanic/Latino | 86583 |
| Bachelor's or higher | 203208 |
## Source
- demographics: Census ACS 2023