Congress Monitor Build Handoff

Area: Full Workup (one official, all sections) (eo_full_workup) Filed: 2026-04-21T20:30:37.948Z Source: External LLM via /handoff/congress Resolved official: Valerie P. Foushee (entity #3379) Ingest result: 10 facts · 9 sources · 1 voting_records

Briefing Sent

Single super-prompt covering every per-official research area in one LLM call: donor mapping, silences, contradictions, telling votes, and constituency baseline. The LLM returns ONE JSON object; the ingest pipeline dispatches each section to its typed table independently, so a malformed or no-data section never blocks the rest.

Result

{ "target_official": { "name": "Valerie P. Foushee", "bioguide_id": "F000477" }, "donor_mapping": { "facts": [ { "fact_text": "During the 2022 election cycle, the outside group United Democracy Project reported over $2.1 million in independent expenditures supporting Valerie Foushee's primary campaign.", "date_occurred": "2022-05-17", "confidence": "primary", "source_url": "https://www.fec.gov/data/candidate/H2NC04130/?cycle=2022&election_full=true" }, { "fact_text": "During the 2022 election cycle, Protect Our Future PAC reported over $1 million in independent expenditures supporting Foushee's primary campaign.", "date_occurred": "2022-05-17", "confidence": "primary", "source_url": "https://www.fec.gov/data/candidate/H2NC04130/?cycle=2022&election_full=true" } ], "connections": [] }, "silences": { "no_data": true, "reason": "No verifiable instances of falsifiable silence accompanied by adjacent active statements on related topics could be confidently sourced." }, "contradictions": { "no_data": true, "reason": "No direct, primary-source claim reversals or internal contradictions could be reliably sourced and cleanly URL-matched." }, "telling_votes": [ { "bill_id": "H.R.8034", "title": "Israel Security Supplemental Appropriations Act, 2024", "vote": "yea", "vote_date": "2024-04-20", "roll_call_url": "https://clerk.house.gov/Votes/2024152", "why_it_matters": "Voted in favor of supplemental security assistance to Israel, a vote closely aligned with the policy priorities of major 2022 independent expenditure backer United Democracy Project.", "category": "donor_aligned" } ], "constituency_baseline": { "baseline": { "district_summary": "North Carolina's 4th Congressional District is anchored in the Research Triangle, encompassing Durham and Orange counties, as well as parts of Wake, Chatham, and Person counties. It is characterized by significant academic and technological sectors, heavily influenced by the presence of major research universities.", "top_employers": [ { "name": "Duke University and Health System", "employees": 43000, "source_url": "https://www.commerce.nc.gov/data-tools-reports/labor-market-data/top-employers" }, { "name": "University of North Carolina at Chapel Hill", "employees": 12000, "source_url": "https://www.commerce.nc.gov/data-tools-reports/labor-market-data/top-employers" } ], "dominant_industries": [ { "naics": "Educational Services, and Health Care and Social Assistance", "share": 29.8, "source_url": "https://www.census.gov/mycd/?st=37&cd=04" }, { "naics": "Professional, Scientific, and Management", "share": 16.2, "source_url": "https://www.census.gov/mycd/?st=37&cd=04" } ], "recent_ballot_measures": [], "demographic_anchors": [ { "label": "Median Household Income", "value": "$85,347", "source_url": "https://www.census.gov/mycd/?st=37&cd=04" }, { "label": "Bachelor's Degree or Higher", "value": "56.4%", "source_url": "https://www.census.gov/mycd/?st=37&cd=04" } ] } } }