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: "Ellis County, KS"
classification: county
fips: "20051"
state: "KS"
demographics:
population: 28920
population_under_18: 5820
population_18_64: 18484
population_65_plus: 4616
median_household_income: 63084
poverty_rate: 18.35
homeownership_rate: 63.19
unemployment_rate: 3.25
median_home_value: 216300
gini_index: 0.489
vacancy_rate: 7.8
race_white: 25650
race_black: 533
race_asian: 452
race_native: 61
hispanic: 2110
bachelors_plus: 9256
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, county, ks]
timestamp: "2026-07-03"
---
# Ellis County, KS
County jurisdiction.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 28920 |
| Under 18 | 5820 |
| 18–64 | 18484 |
| 65+ | 4616 |
| Median household income | 63084 |
| Poverty rate | 18.35 |
| Homeownership rate | 63.19 |
| Unemployment rate | 3.25 |
| Median home value | 216300 |
| Gini index | 0.489 |
| Vacancy rate | 7.8 |
| White | 25650 |
| Black | 533 |
| Asian | 452 |
| Native | 61 |
| Hispanic/Latino | 2110 |
| Bachelor's or higher | 9256 |
## Source
- demographics: Census ACS 2023