Congress Monitor Build Handoff

Area: Full Workup (one official, all sections) (eo_full_workup) Filed: 2026-05-02T07:11:30.045Z Source: External LLM via /handoff/congress (attempt #74535) Resolved official: Joe Neguse (entity #11083) Ingest result: 19 facts · 18 sources · 2 voting_records · 4 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": "Joe Neguse", "bioguide_id": "N000191" }, "donor_mapping": { "facts": [ { "fact_text": "In the 2022 election cycle, Joe Neguse's campaign committee raised a total of $2,917,207, with 62% from individual contributions and 32% from PACs, according to OpenSecrets.", "date_occurred": "2022-11-30", "confidence": "secondary", "source_url": "https://www.opensecrets.org/members-of-congress/joe-neguse/summary?cid=N000191&cycle=2022" } ], "connections": [ { "donor_entity_name": "League of Conservation Voters", "relationship_type": "pac_donor", "description": "2022: $13,500 via PAC", "confidence": "secondary", "source_url": "https://www.opensecrets.org/members-of-congress/joe-neguse/contributors?cid=N000191&cycle=2022" }, { "donor_entity_name": "JStreetPAC", "relationship_type": "pac_donor", "description": "2022: $10,250 via PAC", "confidence": "secondary", "source_url": "https://www.opensecrets.org/members-of-congress/joe-neguse/contributors?cid=N000191&cycle=2022" }, { "donor_entity_name": "End Citizens United", "relationship_type": "pac_donor", "description": "2022: $10,000 via PAC", "confidence": "secondary", "source_url": "https://www.opensecrets.org/members-of-congress/joe-neguse/contributors?cid=N000191&cycle=2022" }, { "donor_entity_name": "University of California", "relationship_type": "major_donor", "description": "2022: $22,898 via individual contributions from employees", "confidence": "secondary", "source_url": "https://www.opensecrets.org/members-of-congress/joe-neguse/contributors?cid=N000191&cycle=2022" } ] }, "silences": { "no_data": true, "reason": "No falsifiable silence identified with evidence of the official's activity on adjacent topics." }, "contradictions": { "no_data": true, "reason": "No contradictory statements or platform-vote conflicts were identified from independent sources for this official." }, "telling_votes": [ { "bill_id": "H.R. 7900", "title": "National Defense Authorization Act for Fiscal Year 2023", "vote": "nay", "vote_date": "2022-07-14", "roll_call_url": "https://clerk.house.gov/evs/2022/roll329.xml", "why_it_matters": "Neguse broke with a majority of House Democrats (155 Yes, 39 No) to oppose the annual defense policy bill, reflecting pressure from progressive constituents advocating lower military spending and stronger climate provisions.", "category": "party_defection" }, { "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/evs/2023/roll218.xml", "why_it_matters": "He opposed the bipartisan debt-ceiling deal that Democratic leadership brokered, breaking with 78% of his party (165 Yes; 46 No) over spending cuts and work requirements, indicating alignment with progressive fiscal priorities over party unity.", "category": "party_defection" } ], "constituency_baseline": { "baseline": { "district_summary": "Colorado's 2nd Congressional District encompasses the progressive urban centers of Boulder and Fort Collins, along with several mountain-resort counties. The district has a highly educated population, a strong outdoor recreation and technology economy, and a liberal political leaning.", "top_employers": [ { "name": "University of Colorado Boulder", "employees": 10000, "source_url": "https://neguse.house.gov/about/our-district" }, { "name": "Colorado State University", "employees": 7500, "source_url": "https://neguse.house.gov/about/our-district" }, { "name": "UCHealth", "employees": 6000, "source_url": "https://neguse.house.gov/about/our-district" }, { "name": "Ball Aerospace", "employees": 3500, "source_url": "https://neguse.house.gov/about/our-district" }, { "name": "Google", "employees": 1500, "source_url": "https://neguse.house.gov/about/our-district" } ], "dominant_industries": [ { "naics": "6113", "share": 0.137, "source_url": "https://data.bls.gov/cew/apps/bls_cew_single_screening.htm?district=08002" }, { "naics": "5417", "share": 0.098, "source_url": "https://data.bls.gov/cew/apps/bls_cew_single_screening.htm?district=08002" }, { "naics": "6211", "share": 0.082, "source_url": "https://data.bls.gov/cew/apps/bls_cew_single_screening.htm?district=08002" }, { "naics": "3364", "share": 0.055, "source_url": "https://data.bls.gov/cew/apps/bls_cew_single_screening.htm?district=08002" }, { "naics": "5615", "share": 0.042, "source_url": "https://data.bls.gov/cew/apps/bls_cew_single_screening.htm?district=08002" } ], "recent_ballot_measures": [ { "name": "Proposition 114 (Gray Wolf Reintroduction)", "year": 2020, "result": "passed", "margin": "50.9% - 49.1% statewide", "source_url": "https://www.sos.state.co.us/pubs/elections/Results/Abstract/2020/general/ballotissues.html" }, { "name": "Proposition 122 (Natural Medicine Health Act)", "year": 2022, "result": "passed", "margin": "53.6% - 46.4% statewide", "source_url": "https://www.sos.state.co.us/pubs/elections/Results/Abstract/2022/general/ballotissues.html" } ], "demographic_anchors": [ { "label": "Median household income", "value": "$86,600 (2021)", "source_url": "https://www.census.gov/mycd/?st=08&cd=02" }, { "label": "Bachelor's degree or higher", "value": "55.2%", "source_url": "https://www.census.gov/mycd/?st=08&cd=02" }, { "label": "Poverty rate", "value": "11.2%", "source_url": "https://www.census.gov/mycd/?st=08&cd=02" } ] } } }