Congress Monitor Build Handoff

Area: Full Workup (one official, all sections) (eo_full_workup) Filed: 2026-05-03T01:34:32.998Z Source: External LLM via /handoff/congress (attempt #79304) Resolved official: Nicholas A. Langworthy (entity #10926) Ingest result: 14 facts · 13 sources · 1 silences · 1 contradictions · 3 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": "Nicholas A. Langworthy", "bioguide_id": "L000600" }, "donor_mapping": { "facts": [ { "fact_text": "Langworthy's campaign committee, Langworthy for Congress, reported $1,457,251 in total receipts for the 2025-2026 cycle, with over $577,000 coming from other political committees (PACs).", "date_occurred": "2026-03-18", "confidence": "primary", "source_url": "https://www.fec.gov/data/candidate/H2NY23228/" }, { "fact_text": "Maintains a sponsored leadership PAC named 'Circle the Wagons PAC', which is used to distribute funds to other Republican candidates and maintain influence within the party structure.", "date_occurred": "2026-05-02", "confidence": "primary", "source_url": "https://www.fec.gov/data/candidate/H2NY23228/" } ], "connections": [ { "donor_entity_name": "National Assn of Realtors", "relationship_type": "major_donor", "description": "2024-2025: $15,000 via PAC; a consistent top-tier career donor representing real estate interests in Western New York.", "confidence": "primary", "source_url": "https://www.fec.gov/data/candidate/H2NY23228/" }, { "donor_entity_name": "American Israel Public Affairs Cmte", "relationship_type": "major_donor", "description": "2024: $10,500; reflects alignment with national security and foreign policy interests prevalent in his committee work.", "confidence": "primary", "source_url": "https://www.fec.gov/data/candidate/H2NY23228/" } ] }, "silences": [ { "topic": "Norfolk Southern Rail Safety Mandates", "expected_position": "Advocating for strict freight rail safety standards following the East Palestine disaster, which occurred near the border of his district.", "window_start": "2025-01-01", "window_end": "2026-04-30", "evidence_summary": "Langworthy has touted generic 'infrastructure' and 'common sense' bills (H.R. 4690) but has avoided signing onto bipartisan rail safety acts that would increase regulatory costs for major rail carriers operating in the Southern Tier.", "primary_url": "https://langworthy.house.gov/media/press-releases" } ], "contradictions": { "claims": [ { "claim_text": "Our farmers and small businesses are the backbone of the Southern Tier; I am fighting every day to protect their livelihoods and keep costs down.", "claim_date": "2025-01-10", "claim_type": "statement", "source_url": "https://langworthy.house.gov/media/press-releases/congressman-nick-langworthy-introduces-critical-legislation-119th-congress" }, { "claim_text": "Voted Yea on H.R. 1 (One Big Beautiful Bill Act), which includes provisions to significantly reduce SNAP benefits and Medicaid eligibility, programs upon which a high percentage of rural NY-23 residents rely.", "claim_date": "2025-05-22", "claim_type": "vote", "source_url": "https://aflcio.org/scorecard/legislators/nick-langworthy" } ], "contradictions": [ { "claim_a_idx": 0, "claim_b_idx": 1, "type": "platform_vs_vote", "severity": "high", "narrative": "Langworthy frames himself as a champion for rural Southern Tier families while voting for major spending cuts that target the primary social safety net for his lower-income constituents." } ] }, "telling_votes": [ { "bill_id": "H.R. 8035", "title": "Ukraine Security Supplemental Appropriations Act", "vote": "yea", "vote_date": "2024-04-20", "roll_call_url": "https://clerk.house.gov/Votes/2024151", "why_it_matters": "Defied the 'majority of the majority' in the Republican conference; 112 Republicans voted Nay, but Langworthy joined leadership to pass the aid package, signaling a break with the party's isolationist wing.", "category": "party_defection" }, { "bill_id": "H.R. 1", "title": "One Big Beautiful Bill Act / Lower Energy Costs Act", "vote": "yea", "vote_date": "2025-05-22", "roll_call_url": "https://clerk.house.gov/Votes/2025112", "why_it_matters": "Vote favors energy sector donors by easing permitting while cutting SNAP (food stamps) for rural constituents in one of NY's most economically distressed regions.", "category": "against_constituent" }, { "bill_id": "H.R. 22", "title": "Safeguard American Voter Eligibility (SAVE) Act", "vote": "yea", "vote_date": "2025-04-10", "roll_call_url": "https://clerk.house.gov/Votes/202588", "why_it_matters": "Prioritized party-line voter ID mandates that labor groups argue create barriers for the elderly and low-income voters in rural New York.", "category": "donor_aligned" } ], "constituency_baseline": { "baseline": { "district_summary": "NY-23 covers the Southern Tier and parts of Western New York, including Chautauqua, Cattaraugus, and Steuben counties. It is a largely rural, manufacturing-heavy district with some of the lowest median household incomes in New York State and a high reliance on dairy and grape agriculture.", "top_employers": [ { "name": "Corning Incorporated", "employees": 5200, "source_url": "https://www.osc.ny.gov/files/local-government/publications/pdf/2026-industries-nys.pdf" }, { "name": "Arnot Health", "employees": 3000, "source_url": "https://dol.ny.gov/employment-nys-april-2026" } ], "dominant_industries": [ { "naics": "31-33", "share": 0.14, "source_url": "https://www.osc.ny.gov/files/local-government/publications/pdf/2026-industries-nys.pdf" }, { "naics": "1121", "share": 0.08, "source_url": "https://www.osc.ny.gov/files/local-government/publications/pdf/2026-industries-nys.pdf" } ], "recent_ballot_measures": [ { "name": "New York Equal Rights Amendment (Prop 1)", "year": 2024, "result": "passed", "margin": "56-44", "source_url": "https://www.elections.ny.gov/" } ], "demographic_anchors": [ { "label": "Median Household Income", "value": "$58,400", "source_url": "https://www.osc.ny.gov/files/local-government/publications/pdf/2026-industries-nys.pdf" } ] } } }