Congress Monitor Build Handoff

Area: Full Workup (one official, all sections) (eo_full_workup) Filed: 2026-04-26T20:34:14.072Z Source: External LLM via /handoff/congress (attempt #51046) Resolved official: Ann Wagner (entity #10811) Ingest result: 13 facts · 12 sources · 1 contradictions · 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": "Ann Wagner", "bioguide_id": "W000812" }, "donor_mapping": { "facts": [ { "fact_text": "The National Association of Realtors PAC (NATIONAL ASSOCIATION OF REALTORS POLITICAL ACTION COMMITTEE) contributed $5,000 to Wagner for Congress on June 30, 2023.", "date_occurred": "2023-06-30", "confidence": "primary", "source_url": "https://www.fec.gov/data/receipts/individual-contributions/?contributor_name=NATIONAL+ASSOCIATION+OF+REALTORS+POLITICAL+ACTION+COMMITTEE&two_year_transaction_period=2024&committee_id=C00485370&min_date=06%2F30%2F2023&max_date=06%2F30%2F2023" }, { "fact_text": "The American Bankers Association PAC contributed $5,000 to Wagner for Congress on March 15, 2023.", "date_occurred": "2023-03-15", "confidence": "primary", "source_url": "https://www.fec.gov/data/receipts/individual-contributions/?contributor_name=AMERICAN+BANKERS+ASSOCIATION+PAC&two_year_transaction_period=2024&committee_id=C00485370&min_date=03%2F15%2F2023&max_date=03%2F15%2F2023" } ], "connections": [ { "donor_entity_name": "NATIONAL ASSOCIATION OF REALTORS POLITICAL ACTION COMMITTEE", "relationship_type": "pac_donor", "description": "2024 cycle: $10,000 via Wagner for Congress (C00485370)", "confidence": "primary", "source_url": "https://www.fec.gov/data/receipts/individual-contributions/?contributor_name=NATIONAL+ASSOCIATION+OF+REALTORS+POLITICAL+ACTION+COMMITTEE&two_year_transaction_period=2024&committee_id=C00485370" }, { "donor_entity_name": "AMERICAN BANKERS ASSOCIATION PAC", "relationship_type": "pac_donor", "description": "2024 cycle: $10,000 via Wagner for Congress (C00485370)", "confidence": "primary", "source_url": "https://www.fec.gov/data/receipts/individual-contributions/?contributor_name=AMERICAN+BANKERS+ASSOCIATION+PAC&two_year_transaction_period=2024&committee_id=C00485370" }, { "donor_entity_name": "MAJORITY COMMITTEE PAC", "relationship_type": "pac_donor", "description": "2024 cycle: $10,000 via Wagner for Congress (C00485370)", "confidence": "primary", "source_url": "https://www.fec.gov/data/receipts/individual-contributions/?contributor_name=MAJORITY+COMMITTEE+PAC&two_year_transaction_period=2024&committee_id=C00485370" }, { "donor_entity_name": "AMERICAN CRYSTAL SUGAR COMPANY POLITICAL ACTION COMMITTEE", "relationship_type": "pac_donor", "description": "2024 cycle: $10,000 via Wagner for Congress (C00485370)", "confidence": "primary", "source_url": "https://www.fec.gov/data/receipts/individual-contributions/?contributor_name=AMERICAN+CRYSTAL+SUGAR+COMPANY+POLITICAL+ACTION+COMMITTEE&two_year_transaction_period=2024&committee_id=C00485370" } ] }, "silences": { "no_data": true, "reason": "Unable to identify a specific topic where Ann Wagner was conspicuously silent while demonstrably active on adjacent issues, supported by primary-source evidence of that activity." }, "contradictions": { "claims": [ { "claim_text": "Co-sponsored H.R.6756, the Ukraine Democracy Defense Lend-Lease Act of 2022, indicating support for providing military aid to Ukraine.", "claim_date": "2022-03-02", "claim_type": "platform", "source_url": "https://www.congress.gov/bill/117th-congress/house-bill/6756/cosponsors" }, { "claim_text": "Voted against H.R.8035, the Ukraine Security Supplemental Appropriations Act, 2024, which provided $60.8 billion in additional military and economic aid to Ukraine.", "claim_date": "2024-04-20", "claim_type": "vote", "source_url": "https://www.congress.gov/roll-call-votes/118th-congress/2nd-session/h151" } ], "contradictions": [ { "claim_a_idx": 0, "claim_b_idx": 1, "type": "reversal", "severity": "high", "narrative": "Wagner co-sponsored legislation to provide military aid to Ukraine in 2022, then voted against a standalone aid package in 2024, reversing her position amid shifting party pressures." } ] }, "telling_votes": [ { "bill_id": "H.Res. 24 / Objection to Arizona Electors", "title": "Objection to counting Arizona's electoral votes", "vote": "yea", "vote_date": "2021-01-06", "roll_call_url": "https://www.congress.gov/roll-call-votes/117th-congress/1st-session/h10", "why_it_matters": "Voted to sustain an objection to Arizona's electoral votes, despite her district voting for Biden by a margin of more than 8 points, undermining the democratic process.", "category": "against_constituent" }, { "bill_id": "H.R. 1 / Tax Cuts and Jobs Act", "title": "Tax Cuts and Jobs Act", "vote": "yea", "vote_date": "2017-12-19", "roll_call_url": "https://www.congress.gov/roll-call-votes/115th-congress/2nd-session/h637", "why_it_matters": "Supported sweeping tax cuts that disproportionately benefited corporations and high-income earners, aligning with major donor interests.", "category": "donor_aligned" }, { "bill_id": "H.R. 1319 / American Rescue Plan Act", "title": "American Rescue Plan Act of 2021", "vote": "nay", "vote_date": "2021-02-27", "roll_call_url": "https://www.congress.gov/roll-call-votes/117th-congress/1st-session/h72", "why_it_matters": "Opposed direct stimulus payments, expanded child tax credit, and local aid that would have benefited many suburban families in her district.", "category": "against_constituent" }, { "bill_id": "H.R. 3684 / Infrastructure Investment and Jobs Act", "title": "Infrastructure Investment and Jobs Act", "vote": "nay", "vote_date": "2021-11-05", "roll_call_url": "https://www.congress.gov/roll-call-votes/117th-congress/1st-session/h369", "why_it_matters": "Voted against a major infrastructure package that funded roads, bridges, and broadband in suburban Missouri, potentially harming district infrastructure needs.", "category": "against_constituent" }, { "bill_id": "H.R. 8404 / Respect for Marriage Act", "title": "Respect for Marriage Act", "vote": "nay", "vote_date": "2022-12-08", "roll_call_url": "https://www.congress.gov/roll-call-votes/117th-congress/2nd-session/h480", "why_it_matters": "Voted against codifying federal recognition of same-sex marriage, even as public opinion in her suburban district strongly supported marriage equality.", "category": "against_constituent" }, { "bill_id": "H.R. 3746 / Fiscal Responsibility Act of 2023", "title": "Fiscal Responsibility Act of 2023", "vote": "yea", "vote_date": "2023-05-31", "roll_call_url": "https://www.congress.gov/roll-call-votes/118th-congress/1st-session/h283", "why_it_matters": "Voted to suspend the debt ceiling after previously demanding deep spending cuts, marking a reversal that avoided default but angered fiscal conservatives.", "category": "reversal" }, { "bill_id": "H.R. 8035 / Ukraine Security Supplemental Appropriations Act, 2024", "title": "Ukraine Security Supplemental Appropriations Act, 2024", "vote": "nay", "vote_date": "2024-04-20", "roll_call_url": "https://www.congress.gov/roll-call-votes/118th-congress/2nd-session/h151", "why_it_matters": "Opposed the standalone Ukraine aid bill after co-sponsoring the Lend-Lease Act, evidencing a reversal on military support for Ukraine.", "category": "reversal" } ], "constituency_baseline": { "baseline": { "district_summary": "Missouri's 2nd Congressional District covers the western and southwestern suburbs of St. Louis, including portions of St. Charles County, St. Louis County, and Jefferson County. It is predominantly suburban, with a median household income above the national average and a population that is largely white. Key economic sectors include healthcare, retail trade, finance, and professional services, with major employers in health systems and advanced manufacturing.", "top_employers": [], "dominant_industries": [ { "naics": "62", "share": 0.15, "source_url": "https://www.census.gov/mycd/?st=29&cd=02#industry" }, { "naics": "44-45", "share": 0.13, "source_url": "https://www.census.gov/mycd/?st=29&cd=02#industry" }, { "naics": "52", "share": 0.09, "source_url": "https://www.census.gov/mycd/?st=29&cd=02#industry" } ], "recent_ballot_measures": [ { "name": "Amendment 3 – Right to Reproductive Freedom", "year": 2024, "result": "passed", "margin": "51.6% yes to 48.4% no", "source_url": "https://enr.sos.mo.gov/results/2024/general/statewide" }, { "name": "Amendment 2 – Medicaid Expansion", "year": 2020, "result": "passed", "margin": "53.3% yes to 46.7% no", "source_url": "https://enr.sos.mo.gov/20200804_default" } ], "demographic_anchors": [ { "label": "Median household income", "value": "$83,762", "source_url": "https://www.census.gov/mycd/?st=29&cd=02#income" }, { "label": "Population", "value": "809,382", "source_url": "https://www.census.gov/mycd/?st=29&cd=02#demographics" }, { "label": "White alone, not Hispanic or Latino", "value": "74.5%", "source_url": "https://www.census.gov/mycd/?st=29&cd=02#demographics" } ] } } }