Congress Monitor Build Handoff

Area: Full Workup (one official, all sections) (eo_full_workup) Filed: 2026-04-27T02:48:58.877Z Source: External LLM via /handoff/congress (attempt #56240) Resolved official: Brad Finstad (entity #10973) Ingest result: 10 facts · 9 sources · 2 voting_records · 1 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": "Brad Finstad", "bioguide_id": "F000475" }, "donor_mapping": { "facts": [ { "fact_text": "Finstad for Congress reported $2,002,403 in total receipts during the 2021-2022 election cycle.", "date_occurred": "2022-12-31", "confidence": "primary", "source_url": "https://www.fec.gov/data/candidate/H2MN01289/?cycle=2022" } ], "connections": [ { "donor_entity_name": "AMERICAN CRYSTAL SUGAR COMPANY POLITICAL ACTION COMMITTEE", "relationship_type": "pac_donor", "description": "2022: Major agricultural PAC contributor to Brad Finstad's congressional campaign.", "confidence": "primary", "source_url": "https://www.fec.gov/data/candidate/H2MN01289/?cycle=2022" } ] }, "silences": { "no_data": true, "reason": "Insufficient primary-source-grade material to definitively map active silence on a specific topic against verifiable adjacent-topic chatter within a bounded timeframe." }, "contradictions": { "no_data": true, "reason": "No verifiable, direct contradictions between formal platform statements and legislative roll-call votes currently documented with explicit primary-source URLs." }, "telling_votes": [ { "bill_id": "H.R.3746", "title": "Fiscal Responsibility Act of 2023", "vote": "yea", "vote_date": "2023-05-31", "roll_call_url": "https://clerk.house.gov/Votes/2023243", "why_it_matters": "Voted in favor of raising the debt limit while implementing spending caps, a negotiated compromise that split the Republican conference.", "category": "party_defection" }, { "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": "Supported stringent border enforcement measures and asylum restrictions, adhering firmly to conservative platform goals.", "category": "donor_aligned" } ], "constituency_baseline": { "baseline": { "district_summary": "Minnesota's 1st congressional district spans the southern border of the state, covering a mix of rich agricultural land and significant regional economic hubs like Rochester, Mankato, and Austin. The district's economy is deeply anchored by world-class healthcare, agribusiness, and manufacturing.", "top_employers": [ { "name": "Mayo Clinic", "employees": 34000, "source_url": "https://www.mayoclinic.org/about-mayo-clinic" }, { "name": "Hormel Foods", "employees": 20000, "source_url": "https://www.hormelfoods.com/about/" } ], "dominant_industries": [ { "naics": "Health Care and Social Assistance", "share": 20.1, "source_url": "https://censusreporter.org/profiles/50000US2701-congressional-district-1-mn/" }, { "naics": "Manufacturing", "share": 14.8, "source_url": "https://censusreporter.org/profiles/50000US2701-congressional-district-1-mn/" } ], "recent_ballot_measures": [], "demographic_anchors": [ { "label": "Median Household Income", "value": "$77,130", "source_url": "https://censusreporter.org/profiles/50000US2701-congressional-district-1-mn/" }, { "label": "White Population", "value": "83.5%", "source_url": "https://censusreporter.org/profiles/50000US2701-congressional-district-1-mn/" } ] } } }