Congress Monitor Build Handoff

Area: Full Workup (one official, all sections) (eo_full_workup) Filed: 2026-05-03T02:30:15.035Z Source: External LLM via /handoff/congress (attempt #79613) Resolved official: Pete Stauber (entity #11071) Ingest result: 10 facts · 9 sources · 1 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": "Pete Stauber", "bioguide_id": "S001212" }, "donor_mapping": { "facts": [ { "fact_text": "For the 2023-2024 election cycle, Rep. Pete Stauber's top contributing industry sectors were Energy/Natural Resources ($257,493), Ideology/Single-Issue ($230,065), and Misc Business ($180,328), based on Federal Election Commission data compiled by OpenSecrets.", "date_occurred": "2024-12-31", "confidence": "secondary", "source_url": "https://www.opensecrets.org/members-of-congress/pete-stauber/industries?cid=N00041511&cycle=2024" } ], "connections": [ { "donor_entity_name": "National Assn of Realtors", "relationship_type": "pac_donor", "description": "2024: PAC contributions via National Assn of Realtors political action committee", "confidence": "secondary", "source_url": "https://www.opensecrets.org/profiles/pete-stauber/us_congress/pacs?cycle=2024&mpid=1090973" }, { "donor_entity_name": "American Israel Public Affairs Cmte", "relationship_type": "pac_donor", "description": "2024: $5,000 in PAC contributions via American Israel Public Affairs Cmte", "confidence": "secondary", "source_url": "https://www.opensecrets.org/profiles/pete-stauber/us_congress/pacs?cycle=2024&mpid=1090973" } ] }, "silences": { "no_data": true, "reason": "Unable to identify a specific policy topic where Rep. Stauber was notably silent while actively speaking on adjacent issues, with falsifiable evidence URLs from the required time window." }, "contradictions": { "claims": [], "contradictions": [] }, "telling_votes": [ { "bill_id": "H.R.2882", "title": "Further Consolidated Appropriations Act, 2024", "vote": "yea_unverified", "vote_date": "2024-02-05", "roll_call_url": "https://www.congress.gov/bill/118th-congress/house-bill/2882", "why_it_matters": "This omnibus spending bill included provisions affecting mining regulations in Minnesota's 8th district, where sulfide-ore copper mining near the Boundary Waters is a contentious constituent issue; the bill's passage aligned with donor interests in extractive industries while potentially conflicting with environmental priorities of outdoor-recreation-dependent constituents.", "category": "cross_pressure" } ], "constituency_baseline": { "baseline": { "district_summary": "Minnesota's 8th Congressional District covers the northeastern portion of the state, anchored by Duluth and encompassing the Iron Range mining region. The district is predominantly rural (61.5%) with a population of approximately 727,000. Historically a Democratic stronghold due to labor union presence in mining, the district has trended Republican in recent federal elections, with a Cook PVI of R+7 as of 2026. Key economic drivers include mining (iron ore, proposed copper-nickel), forestry, tourism, and healthcare.", "top_employers": [ { "name": "Essentia Health", "employees": 5200, "source_url": "https://datausa.io/profile/geo/congressional-district-8-mn" }, { "name": "U.S. Steel Minnesota Ore Operations", "employees": 1800, "source_url": "https://ballotpedia.org/Minnesota%27s_8th_Congressional_District" } ], "dominant_industries": [ { "naics": "212210", "share": 0.08, "source_url": "https://datausa.io/profile/geo/congressional-district-8-mn" }, { "naics": "321113", "share": 0.06, "source_url": "https://datausa.io/profile/geo/congressional-district-8-mn" } ], "recent_ballot_measures": [], "demographic_anchors": [ { "label": "median household income", "value": "$74,635", "source_url": "https://simple.wikipedia.org/wiki/Minnesota%27s_8th_congressional_district" }, { "label": "population (2024 estimate)", "value": "727,411", "source_url": "https://simple.wikipedia.org/wiki/Minnesota%27s_8th_congressional_district" }, { "label": "rural population share", "value": "61.53%", "source_url": "https://simple.wikipedia.org/wiki/Minnesota%27s_8th_congressional_district" } ] } } }