Congress Monitor Build Handoff

Area: Full Workup (one official, all sections) (eo_full_workup) Filed: 2026-04-27T01:50:06.543Z Source: External LLM via /handoff/congress (attempt #56096) Resolved official: Ben Ray Luján (entity #10752) Ingest result: 11 facts · 10 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": "Ben Ray Luján", "bioguide_id": "L000570" }, "donor_mapping": { "facts": [ { "fact_text": "Ben Ray Lujan for Senate reported $16,846,081 in total receipts during the 2019-2020 election cycle.", "date_occurred": "2020-12-31", "confidence": "primary", "source_url": "https://www.fec.gov/data/candidate/S0NM00251/?cycle=2020" } ], "connections": [ { "donor_entity_name": "LEAGUE OF CONSERVATION VOTERS ACTION FUND", "relationship_type": "pac_donor", "description": "2020: Major environmental PAC contributor to Ben Ray Luján's Senate campaign.", "confidence": "primary", "source_url": "https://www.fec.gov/data/candidate/S0NM00251/?cycle=2020" } ] }, "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.3684", "title": "Infrastructure Investment and Jobs Act", "vote": "yea", "vote_date": "2021-08-10", "roll_call_url": "https://www.senate.gov/legislative/LIS/roll_call_votes/vote1171/vote_117_1_00314.htm", "why_it_matters": "Supported bipartisan infrastructure funding, directing significant federal investment toward broadband, water infrastructure, and tribal communities in New Mexico.", "category": "donor_aligned" }, { "bill_id": "H.J.Res.100", "title": "To provide for a resolution with respect to the unresolved disputes between certain railroads represented by the National Carriers' Conference Committee of the National Railway Labor Conference and certain of their employees.", "vote": "yea", "vote_date": "2022-12-01", "roll_call_url": "https://www.senate.gov/legislative/LIS/roll_call_votes/vote1172/vote_117_2_00372.htm", "why_it_matters": "Voted to impose a tentative labor agreement on railway workers to avert a strike, balancing national supply chain stability against labor union demands.", "category": "party_defection" } ], "constituency_baseline": { "baseline": { "district_summary": "As a Senator, Ben Ray Luján represents the entire state of New Mexico. The state's economy is heavily influenced by federal government spending, specifically through major research facilities like Los Alamos and Sandia National Laboratories, as well as significant military installations. New Mexico has a high proportion of Hispanic/Latino and Native American residents, and its economy relies on a mix of natural resource extraction, agriculture, and growing renewable energy sectors.", "top_employers": [ { "name": "University of New Mexico", "employees": 15000, "source_url": "https://www.unm.edu/about/" }, { "name": "Sandia National Laboratories", "employees": 14000, "source_url": "https://www.sandia.gov/about/" } ], "dominant_industries": [ { "naics": "Health Care and Social Assistance", "share": 14.5, "source_url": "https://censusreporter.org/profiles/04000US35-new-mexico/" }, { "naics": "Educational Services", "share": 9.8, "source_url": "https://censusreporter.org/profiles/04000US35-new-mexico/" } ], "recent_ballot_measures": [ { "name": "Constitutional Amendment 1 (Early Childhood Education Funding)", "year": 2022, "result": "passed", "margin": "70.3% to 29.7%", "source_url": "https://electionresults.sos.state.nm.us/resultsSW.aspx?type=BQ&map=CTY" } ], "demographic_anchors": [ { "label": "Median Household Income", "value": "$58,927", "source_url": "https://censusreporter.org/profiles/04000US35-new-mexico/" }, { "label": "Hispanic or Latino Population", "value": "50.1%", "source_url": "https://censusreporter.org/profiles/04000US35-new-mexico/" } ] } } }