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: "CA-40"
classification: congressional-district
state: "CA"
district: "CA-40"
demographics:
population: 744076
population_under_18: 163377
population_18_64: 231257
population_65_plus: 349442
median_household_income: 134956
poverty_rate: 7.39
homeownership_rate: 69.73
unemployment_rate: 4.11
median_home_value: 1094100
gini_index: 0.4296
vacancy_rate: 2.97
race_white: 370826
race_black: 14200
race_asian: 150238
hispanic: 197426
bachelors_plus: 284055
sources:
- field: demographics
source: Census ACS 2023
confidence: official
tags: [jurisdiction, congressional-district, ca]
timestamp: "2026-07-03"
---
# CA-40
Congressional district CA-40.
## Demographics (ACS 2023)
| Measure | Value |
| --- | --- |
| Population | 744076 |
| Under 18 | 163377 |
| 18–64 | 231257 |
| 65+ | 349442 |
| Median household income | 134956 |
| Poverty rate | 7.39 |
| Homeownership rate | 69.73 |
| Unemployment rate | 4.11 |
| Median home value | 1094100 |
| Gini index | 0.4296 |
| Vacancy rate | 2.97 |
| White | 370826 |
| Black | 14200 |
| Asian | 150238 |
| Hispanic/Latino | 197426 |
| Bachelor's or higher | 284055 |
## Source
- demographics: Census ACS 2023