Congress Monitor Build Handoff

Area: Full Workup (one official, all sections) (eo_full_workup) Filed: 2026-04-21T19:37:46.588Z Source: External LLM via /handoff/congress Resolved official: Warren Davidson (entity #3558) Ingest result: 11 facts · 10 sources · 2 voting_records · 2 skipped

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": "Warren Davidson", "bioguide_id": "D000626" }, "donor_mapping": { "facts": [ { "fact_text": "During the 2024 election cycle, Warren Davidson's campaign committee received significant contributions from the Club for Growth PAC and the House Freedom Fund.", "date_occurred": "2024-03-31", "confidence": "primary", "source_url": "https://www.fec.gov/data/candidate/H6OH08151/?cycle=2024&election_full=true" } ], "connections": [ { "donor_entity_name": "Club for Growth PAC", "relationship_type": "pac_donor", "description": "2024: Consistent financial support aligning with his Freedom Caucus membership.", "confidence": "primary", "source_url": "https://www.fec.gov/data/candidate/H6OH08151/?cycle=2024&election_full=true" }, { "donor_entity_name": "House Freedom Fund", "relationship_type": "pac_donor", "description": "2024: PAC supporting conservative candidates, reflecting his ideological alignment.", "confidence": "primary", "source_url": "https://www.fec.gov/data/candidate/H6OH08151/?cycle=2024&election_full=true" } ] }, "silences": { "no_data": true, "reason": "No verifiable active-on-adjacent evidence found within a tightly bounded recent window regarding a specific expected position." }, "contradictions": { "no_data": true, "reason": "No direct platform-vs-vote contradictions sourced with primary URLs currently identified." }, "telling_votes": [ { "bill_id": "H.R. 2", "title": "Secure the Border Act of 2023", "vote": "yea", "vote_date": "2023-05-11", "roll_call_url": "https://clerk.house.gov/Votes/2023209", "why_it_matters": "Demonstrates alignment with conservative base and Freedom Caucus priorities on immigration enforcement.", "category": "donor_aligned" }, { "bill_id": "H.R. 3746", "title": "Fiscal Responsibility Act of 2023", "vote": "nay", "vote_date": "2023-05-31", "roll_call_url": "https://clerk.house.gov/Votes/2023243", "why_it_matters": "Voted against the bipartisan debt ceiling compromise, adhering to strict fiscal conservative principles favored by the Club for Growth.", "category": "party_defection" } ], "constituency_baseline": { "baseline": { "district_summary": "Ohio's 8th Congressional District is located in the western part of the state, covering a mix of suburban areas north of Cincinnati and rural counties stretching towards the Indiana border. It is a consistently safe Republican district with a strong manufacturing and agricultural economic base.", "top_employers": [ { "name": "AK Steel (Cleveland-Cliffs)", "employees": 2400, "source_url": "https://development.ohio.gov/reports/reports_top_employers.htm" }, { "name": "Miami University", "employees": 3800, "source_url": "https://miamioh.edu/about-miami/leadership/president/reports/index.html" } ], "dominant_industries": [ { "naics": "31-33", "share": 0.18, "source_url": "https://data.census.gov/profile/Congressional_District_8_(118th_Congress),_Ohio?g=5001100US3908" }, { "naics": "62", "share": 0.14, "source_url": "https://data.census.gov/profile/Congressional_District_8_(118th_Congress),_Ohio?g=5001100US3908" } ], "recent_ballot_measures": [ { "name": "Issue 1 (Right to Make Reproductive Decisions)", "year": 2023, "result": "failed", "margin": "Statewide passed, but failed heavily in Butler and Darke counties within the district.", "source_url": "https://www.ohiosos.gov/elections/election-results-and-data/2023-official-election-results/" } ], "demographic_anchors": [ { "label": "Median Household Income", "value": "$74,213", "source_url": "https://data.census.gov/profile/Congressional_District_8_(118th_Congress),_Ohio?g=5001100US3908" }, { "label": "White (Not Hispanic or Latino)", "value": "84.5%", "source_url": "https://data.census.gov/profile/Congressional_District_8_(118th_Congress),_Ohio?g=5001100US3908" } ] } } }