Congress Monitor Build Handoff

Area: Full Workup (one official, all sections) (eo_full_workup) Filed: 2026-05-03T02:38:06.067Z Source: External LLM via /handoff/congress (attempt #79694) Resolved official: Randy Fine (entity #10822) Ingest result: 18 facts · 17 sources · 1 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": "Randy Fine", "bioguide_id": "F000484" }, "donor_mapping": { "facts": [ { "fact_text": "Randy Fine's campaign committee (RANDY FINE FOR CONGRESS, C00893271) raised $3,719,022 total in the 2025-2026 cycle as of March 31, 2026, with $2,150,104 from individual contributions, $396,860 from other committee/PAC contributions, and $950,000 in candidate loans.", "date_occurred": "2026-03-31", "confidence": "primary", "source_url": "https://www.fec.gov/data/candidate/H6FL06258/" }, { "fact_text": "Top contributing organizations to Fine's 2025-2026 campaign per OpenSecrets aggregation: American Israel Public Affairs Cmte ($237,283), Physicians Dialysis ($10,526), Verano ($10,410), Cresco Labs ($10,000), Trulieve ($10,000).", "date_occurred": "2026-02-02", "confidence": "secondary", "source_url": "https://www.opensecrets.org/profiles/randy-fine/us_congress/organizations?mpid=1356688" }, { "fact_text": "Top industry sectors contributing to Fine's campaign: Pharmaceutical/cannabis-related industries ($32,500 combined), Human Rights ($9,000), For-profit Education ($13,312), Public officials ($6,500).", "date_occurred": "2026-02-02", "confidence": "secondary", "source_url": "https://www.opensecrets.org/profiles/randy-fine/us_congress/industries?mpid=1356688" } ], "connections": [ { "donor_entity_name": "American Israel Public Affairs Cmte", "relationship_type": "pac_donor", "description": "2026: $237,283 aggregate via American Israel Public Affairs Cmte (includes bundled individual contributions attributed to organization)", "confidence": "secondary", "source_url": "https://www.opensecrets.org/profiles/randy-fine/us_congress/organizations?mpid=1356688" } ] }, "silences": { "no_data": true, "reason": "No verifiable primary-source evidence of substantive silence on an expected topic with adjacent-activity proof meeting falsifiability standard for a member who assumed office April 2025." }, "contradictions": { "no_data": true, "reason": "No pair of independently-sourced claims with different hostnames meeting contradiction criteria (platform_vs_vote, statement_vs_disclosure, or reversal) with primary/secondary confidence for a newly-seated member." }, "telling_votes": [ { "bill_id": "H.R.7084", "title": "Protecting Americans from Foreign Adversary Controlled Applications Act", "vote": "yea_unverified", "vote_date": "2026-03-27", "roll_call_url": "https://www.congress.gov/bill/119th-congress/house-bill/7084", "why_it_matters": "FL-06 has significant tourism and hospitality employment dependent on international visitor flows and digital platform access; the vote supported restrictive tech legislation while aligning with party-line national security framing, creating cross-pressure between constituent economic interests in open digital commerce and donor-aligned tech-regulation positioning.", "category": "cross_pressure" } ], "constituency_baseline": { "baseline": { "district_summary": "Florida's 6th Congressional District encompasses east-central Florida coastal areas including Daytona Beach, Port Orange, New Smyrna Beach, and parts of Volusia and Flagler counties. The district has a median age of 48.4 and is demographically 71.3% White, 11.5% Hispanic, and 11.0% Black. Economic activity centers on tourism/hospitality, healthcare, and retail trade, with significant senior population reliance on Medicare and Social Security. The district voted for Donald Trump at 56.1% in the 2024 presidential election and is represented by Republican Randy Fine following a April 2025 special election.", "top_employers": [ { "name": "AdventHealth Daytona Beach", "employees": 3200, "source_url": "https://datausa.io/profile/geo/congressional-district-6-fl" }, { "name": "Halifax Health", "employees": 5800, "source_url": "https://datausa.io/profile/geo/congressional-district-6-fl" }, { "name": "Embry-Riddle Aeronautical University", "employees": 1500, "source_url": "https://datausa.io/profile/geo/congressional-district-6-fl" } ], "dominant_industries": [ { "naics": "62", "share": 0.14, "source_url": "https://datausa.io/profile/geo/congressional-district-6-fl" }, { "naics": "44-45", "share": 0.14, "source_url": "https://datausa.io/profile/geo/congressional-district-6-fl" }, { "naics": "72", "share": 0.11, "source_url": "https://datausa.io/profile/geo/congressional-district-6-fl" } ], "recent_ballot_measures": [ { "name": "Florida Amendment 3 (Marijuana Legalization)", "year": 2024, "result": "failed", "margin": "56.5% to 43.5%", "source_url": "https://ballotpedia.org/Florida%27s_6th_Congressional_District" }, { "name": "Florida Amendment 4 (Abortion Rights)", "year": 2024, "result": "failed", "margin": "57.1% to 42.9%", "source_url": "https://ballotpedia.org/Florida%27s_6th_Congressional_District" } ], "demographic_anchors": [ { "label": "Total population", "value": "816,594", "source_url": "https://datausa.io/profile/geo/congressional-district-6-fl" }, { "label": "Median household income", "value": "$64,612", "source_url": "https://datausa.io/profile/geo/congressional-district-6-fl" }, { "label": "Median age", "value": "48.4", "source_url": "https://datausa.io/profile/geo/congressional-district-6-fl" }, { "label": "Poverty rate", "value": "13.7%", "source_url": "https://datausa.io/profile/geo/congressional-district-6-fl" }, { "label": "Homeownership rate", "value": "75.4%", "source_url": "https://datausa.io/profile/geo/congressional-district-6-fl" } ] } } }