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: "Armstrong County, TX"
classification: county
fips: "48011"
state: "TX"
demographics:
population: 1822
population_under_18: 351
population_18_64: 1012
population_65_plus: 459
median_household_income: 72750
poverty_rate: 5.19
homeownership_rate: 80.18
unemployment_rate: 1.24
median_home_value: 171500
gini_index: 0.3403
vacancy_rate: 13.43
race_white: 1638
race_black: 11
race_asian: 29
race_native: 19
hispanic: 218
bachelors_plus: 486
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, tx]
timestamp: "2026-07-03"
---
# Armstrong County, TX
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 1822 |
| Under 18 | 351 |
| 18–64 | 1012 |
| 65+ | 459 |
| Median household income | 72750 |
| Poverty rate | 5.19 |
| Homeownership rate | 80.18 |
| Unemployment rate | 1.24 |
| Median home value | 171500 |
| Gini index | 0.3403 |
| Vacancy rate | 13.43 |
| White | 1638 |
| Black | 11 |
| Asian | 29 |
| Native | 19 |
| Hispanic/Latino | 218 |
| Bachelor's or higher | 486 |
## Source
- demographics: Census ACS 2023