Files
republic-os/data/jurisdictions/us/states/ma/people/justin-thurber.md
T
Fabio 1beeaab2db Graph: national county↔district↔legislator authority layer
The first edges in the repo. Every US county now links to the districts it
sits in, weighted by area overlap, and every legislator links to the district
they represent — county → district → representative, traversable.

Data (PostGIS, no Atlas dependency — computed directly from geometry):
- data/county_district_edges.jsonl — 16,328 weighted edges. area_weight =
  ST_Area(ST_Intersection(county, district))/ST_Area(county) over ST_MakeValid
  Census TIGER 2024 geometries, overlaps <0.5% dropped. Uses area-intersection,
  NOT centroid-in-polygon, so urban districts that carve through counties
  (e.g. GA CD-5 / Atlanta across Clayton+DeKalb+Fulton) are captured, not
  silently dropped. Per-county weights sum to ~1.0 per district type.

build.py:
- ~6,896 new district nodes: 435 CD (ACS demographics where available; sparse
  for the 8 states missing from acs_cd) + 4,927 state-house + 1,897 state-senate
  (geometry-only). GEOID/number-keyed, stable.
- county index.md gains a `districts:` block (frontmatter) + a ## Districts
  section (body links, so link-integrity checks them).
- legislators + US House members gain `represents:` pointing at their district
  node; edge stored once on the person, inverse left to the view.
- schemas/jurisdiction: classification enum + chamber/districts fields.

Honest gaps (logged, not hidden): ID + NH have no state-house geometry, so
their house districts get nodes (represents resolves) but no county edges;
CD nodes for acs_cd-missing states are demographically sparse.

Deterministic (byte-identical rebuild); validate.py passes 26,617 records,
link-integrity clean (every district/represents link resolves).

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-07-04 22:28:08 -04:00

1.3 KiB

type, title, description, role, party, level, branch, state, district, represents, tenure, election, ids, sources, confidence, tags, timestamp
type title description role party level branch state district represents tenure election ids sources confidence tags timestamp
Person Justin Thurber MA House District 5th Bristol — MA State House of Representatives District 5th Bristol MA House District 5th Bristol R state legislative MA MA State House of Representatives District 5th Bristol us/states/ma/districts/house/5th-bristol
start current
2025-01-01 true
term_length term_limit
2 varies
person office tenure jurisdiction
2063286a-7e52-4c62-a903-36b056651c2a 29750ccc-c79a-4afd-acc8-558b273613d8 4a0808fc-502f-4fc2-a6be-1498fcda4bb4 e25a5d33-1311-49ec-b187-a4201a592cc7
field source
tenure OpenStates YAML via GitHub 2026-06-20
field source
jurisdiction Geometry not found in SLD layer
official
officeholder
state
legislative
ma
2026-07-04

Justin Thurber

Current MA House District 5th Bristol (MA State House of Representatives District 5th Bristol).

Represents MA State House of Representatives District 5th Bristol.

Sources

  • tenure: OpenStates YAML via GitHub 2026-06-20
  • jurisdiction: Geometry not found in SLD layer

Generated from the Atlas officeholders v3 export (2026-07-04).