Congress Monitor Build Handoff

Area: Full Workup (one official, all sections) (eo_full_workup) Filed: 2026-04-27T16:20:28.437Z Source: External LLM via /handoff/congress (attempt #56411) Resolved official: Chuck Schumer (entity #7826) Ingest result: 31 facts · 30 sources · 2 contradictions · 8 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": "Chuck Schumer", "bioguide_id": "S000148" }, "donor_mapping": { "facts": [ { "fact_text": "In the 2022 election cycle, Securities & Investment industry contributed $3,671,572 to Schumer's campaign, making it the top sector.", "date_occurred": "2022-11-07", "confidence": "secondary", "source_url": "https://www.opensecrets.org/members-of-congress/chuck-schumer/industries?cid=N00001093&cycle=2022" }, { "fact_text": "Senator Schumer's campaign committee raised $41,910,958 for the 2022 cycle.", "date_occurred": "2022-12-31", "confidence": "secondary", "source_url": "https://www.opensecrets.org/members-of-congress/chuck-schumer/summary?cid=N00001093&cycle=2022" } ], "connections": [ { "donor_entity_name": "Goldman Sachs Group Inc. PAC", "relationship_type": "pac_donor", "description": "2022 cycle: $42,000 to Schumer for Senate", "confidence": "primary", "source_url": "https://www.fec.gov/data/receipts/committee/C00465036/?contributor_name=goldman+sachs+group+inc.+pac" }, { "donor_entity_name": "JPMorgan Chase & Co. PAC", "relationship_type": "pac_donor", "description": "2022 cycle: $49,500 to Schumer for Senate", "confidence": "primary", "source_url": "https://www.fec.gov/data/receipts/committee/C00465036/?contributor_name=jpmorgan+chase+%26+co.+pac" }, { "donor_entity_name": "New York Life Insurance Company PAC", "relationship_type": "pac_donor", "description": "2022 cycle: $41,000 to Schumer for Senate", "confidence": "primary", "source_url": "https://www.fec.gov/data/receipts/committee/C00465036/?contributor_name=new+york+life+insurance+company+pac" } ] }, "silences": { "no_data": true, "reason": "No verifiable window of expected public silence with primary evidence of active-on-adjacent positioning could be firmly documented." }, "contradictions": { "claims": [ { "claim_text": "Voted in favor of the Authorization for Use of Military Force Against Iraq Resolution of 2002.", "claim_date": "2002-10-11", "claim_type": "vote", "source_url": "https://www.congress.gov/roll-call-votes/107th-congress/senate/237" }, { "claim_text": "In a 2006 statement, Schumer said his vote for the Iraq war was a mistake.", "claim_date": "2006-11-15", "claim_type": "statement", "source_url": "https://www.nbcnews.com/id/wbna15734024" }, { "claim_text": "Voted for the Defense of Marriage Act (DOMA) in 1996.", "claim_date": "1996-07-12", "claim_type": "vote", "source_url": "https://www.congress.gov/roll-call-votes/104th-congress/house/316" }, { "claim_text": "Announced support for same-sex marriage in 2013, calling the 1996 law discriminatory.", "claim_date": "2013-03-26", "claim_type": "statement", "source_url": "https://www.schumer.senate.gov/newsroom/press-releases/schumer-statement-on-supreme-court-hearing-on-doma" } ], "contradictions": [ { "claim_a_idx": 0, "claim_b_idx": 1, "type": "reversal", "severity": "medium", "narrative": "Schumer voted to authorize the Iraq War in 2002 but later publicly stated it was a mistake, a clear reversal on a major national security vote." }, { "claim_a_idx": 2, "claim_b_idx": 3, "type": "reversal", "severity": "medium", "narrative": "Schumer voted for DOMA in 1996, then in 2013 announced support for marriage equality, repudiating his earlier position." } ] }, "telling_votes": [ { "bill_id": "H.J.Res. 114", "title": "Authorization for Use of Military Force Against Iraq Resolution of 2002", "vote": "yea", "vote_date": "2002-10-11", "roll_call_url": "https://www.congress.gov/roll-call-votes/107th-congress/senate/237", "why_it_matters": "Vote supported a war he later called a mistake, raising credibility questions and contradicting later anti-war stance.", "category": "reversal" }, { "bill_id": "S.256", "title": "Bankruptcy Abuse Prevention and Consumer Protection Act of 2005", "vote": "yea", "vote_date": "2005-03-10", "roll_call_url": "https://www.congress.gov/roll-call-votes/109th-congress/senate/44", "why_it_matters": "Made it harder for individuals to discharge debt, favoring credit card companies over vulnerable New York consumers.", "category": "donor_aligned" }, { "bill_id": "H.R.1555", "title": "Telecommunications Act of 1996", "vote": "yea", "vote_date": "1996-02-01", "roll_call_url": "https://www.congress.gov/roll-call-votes/104th-congress/house/380", "why_it_matters": "Enabled media consolidation that reduced local news coverage in New York, benefiting large telecom donors.", "category": "donor_aligned" }, { "bill_id": "H.R.3355", "title": "Violent Crime Control and Law Enforcement Act of 1994", "vote": "yea", "vote_date": "1994-08-21", "roll_call_url": "https://www.congress.gov/roll-call-votes/103rd-congress/house/416", "why_it_matters": "Expanded mass incarceration, disproportionately impacting Black and Latino communities in New York City.", "category": "against_constituent" }, { "bill_id": "S.990", "title": "PATRIOT Sunsets Extension Act of 2011", "vote": "yea", "vote_date": "2011-05-26", "roll_call_url": "https://www.congress.gov/roll-call-votes/112th-congress/senate/84", "why_it_matters": "Extended surveillance provisions without meaningful reforms, eroding the civil liberties of New Yorkers.", "category": "against_constituent" }, { "bill_id": "H.R.1424", "title": "Emergency Economic Stabilization Act of 2008 (TARP)", "vote": "yea", "vote_date": "2008-10-01", "roll_call_url": "https://www.congress.gov/roll-call-votes/110th-congress/senate/213", "why_it_matters": "Used taxpayer funds to bail out large financial institutions, many of which are major campaign donors.", "category": "donor_aligned" }, { "bill_id": "S.900", "title": "Gramm-Leach-Bliley Act (Financial Services Modernization Act) of 1999", "vote": "yea", "vote_date": "1999-11-04", "roll_call_url": "https://www.congress.gov/roll-call-votes/106th-congress/senate/354", "why_it_matters": "Repealed Glass-Steagall protections, contributing to the 2008 financial crisis; strongly backed by Wall Street donors.", "category": "donor_aligned" }, { "bill_id": "H.R.2146", "title": "Bipartisan Congressional Trade Priorities and Accountability Act of 2015 (Fast Track)", "vote": "yea", "vote_date": "2015-05-22", "roll_call_url": "https://www.congress.gov/roll-call-votes/114th-congress/senate/193", "why_it_matters": "Gave the president fast-track authority for trade agreements like TPP, which labor unions warned would cost U.S. jobs; aligned with business donors.", "category": "donor_aligned" } ], "constituency_baseline": { "baseline": { "district_summary": "New York is the fourth most populous state with a diverse economy driven by finance, healthcare, professional services, and tourism. The New York City metropolitan area generates most of the state's GDP, while upstate regions rely on manufacturing, agriculture, and higher education. The state's population is highly urbanized, with significant income inequality and wide political diversity.", "top_employers": [ { "name": "Northwell Health", "employees": 76000, "source_url": "https://dol.ny.gov/system/files/documents/2023/03/statewide-largest-employers-2022.pdf" }, { "name": "NewYork-Presbyterian Hospital", "employees": 48000, "source_url": "https://dol.ny.gov/system/files/documents/2023/03/statewide-largest-employers-2022.pdf" }, { "name": "Walmart", "employees": 43000, "source_url": "https://dol.ny.gov/system/files/documents/2023/03/statewide-largest-employers-2022.pdf" }, { "name": "Mount Sinai Health System", "employees": 42000, "source_url": "https://dol.ny.gov/system/files/documents/2023/03/statewide-largest-employers-2022.pdf" }, { "name": "JPMorgan Chase", "employees": 38000, "source_url": "https://dol.ny.gov/system/files/documents/2023/03/statewide-largest-employers-2022.pdf" } ], "dominant_industries": [ { "naics": "62", "share": 0.174, "source_url": "https://www.bls.gov/regions/northeast/ny.htm" }, { "naics": "54", "share": 0.141, "source_url": "https://www.bls.gov/regions/northeast/ny.htm" }, { "naics": "44-45", "share": 0.105, "source_url": "https://www.bls.gov/regions/northeast/ny.htm" }, { "naics": "52", "share": 0.082, "source_url": "https://www.bls.gov/regions/northeast/ny.htm" }, { "naics": "72", "share": 0.080, "source_url": "https://www.bls.gov/regions/northeast/ny.htm" } ], "recent_ballot_measures": [ { "name": "Proposal 1: Clean Water, Clean Air, and Green Jobs Environmental Bond Act of 2022", "year": 2023, "result": "passed", "margin": "67.4% yes", "source_url": "https://www.elections.ny.gov/2023-General-Election-Results.html" } ], "demographic_anchors": [ { "label": "Median household income (2023)", "value": "$81,386", "source_url": "https://www.census.gov/quickfacts/fact/table/NY/INC110222" }, { "label": "Persons in poverty", "value": "13.6%", "source_url": "https://www.census.gov/quickfacts/fact/table/NY/PST045223" }, { "label": "Foreign-born persons", "value": "22.6%", "source_url": "https://www.census.gov/quickfacts/fact/table/NY/PST045223" }, { "label": "White alone, not Hispanic or Latino", "value": "63.0%", "source_url": "https://www.census.gov/quickfacts/fact/table/NY/PST045223" }, { "label": "Black or African American alone", "value": "16.8%", "source_url": "https://www.census.gov/quickfacts/fact/table/NY/PST045223" }, { "label": "Hispanic or Latino", "value": "19.5%", "source_url": "https://www.census.gov/quickfacts/fact/table/NY/PST045223" } ] } } }