Congress Monitor Build Handoff

Area: Full Workup (one official, all sections) (eo_full_workup) Filed: 2026-05-03T02:06:17.601Z Source: External LLM via /handoff/congress (attempt #79394) Resolved official: Nydia M. Velázquez (entity #11146) Ingest result: 13 facts · 12 sources · 3 voting_records · 3 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": "Nydia M. Velázquez", "bioguide_id": "V000081" }, "donor_mapping": { "facts": [ { "fact_text": "Over her congressional career, Velázquez has raised over $14.5 million, with the Labor sector and Finance/Insurance/Real Estate (FIRE) consistently ranking among her top contributing industries.", "date_occurred": "2024-12-31", "confidence": "secondary", "source_url": "https://www.opensecrets.org/members-of-congress/nydia-m-velazquez/summary?cid=N00001132" }, { "fact_text": "As the Ranking Member (and former Chair) of the House Small Business Committee, she regularly receives PAC contributions from commercial banking associations and credit unions.", "date_occurred": "2024-10-15", "confidence": "primary", "source_url": "https://www.fec.gov/data/candidate/H2NY12056/" } ], "connections": [ { "donor_entity_name": "Service Employees International Union", "relationship_type": "major_donor", "description": "Career: Consistent top-tier support from SEIU, reflecting her strong pro-labor legislative record and the union's deep roots in NYC.", "confidence": "primary", "source_url": "https://www.opensecrets.org/members-of-congress/nydia-m-velazquez/contributors?cid=N00001132" }, { "donor_entity_name": "American Bankers Assn", "relationship_type": "pac_donor", "description": "Career: Over $65,000 via PAC; a prominent connection linked to her senior role on the House Financial Services Committee.", "confidence": "primary", "source_url": "https://www.opensecrets.org/members-of-congress/nydia-m-velazquez/contributors?cid=N00001132" }, { "donor_entity_name": "Credit Union National Assn", "relationship_type": "pac_donor", "description": "Career: Over $70,000 via PAC. Credit unions frequently lobby the Small Business Committee regarding SBA lending programs.", "confidence": "primary", "source_url": "https://www.opensecrets.org/members-of-congress/nydia-m-velazquez/contributors?cid=N00001132" } ] }, "silences": { "no_data": true, "reason": "No primary-source evidence of a statistically significant silence on a high-profile local or committee-jurisdiction issue during a period of documented adjacent activity." }, "contradictions": { "no_data": true, "reason": "No verified primary-source policy contradictions or statement-vs-disclosure mismatches found for this official." }, "telling_votes": [ { "bill_id": "H.R. 7521", "title": "Protecting Americans from Foreign Adversary Controlled Applications Act", "vote": "nay", "vote_date": "2024-03-13", "roll_call_url": "https://clerk.house.gov/Votes/202486", "why_it_matters": "Velázquez voted against the TikTok divestiture/ban, breaking with Democratic leadership and the White House to side with civil liberties advocates and the progressive wing of the party.", "category": "party_defection" }, { "bill_id": "H.R. 3746", "title": "Fiscal Responsibility Act of 2023", "vote": "nay", "vote_date": "2023-05-31", "roll_call_url": "https://clerk.house.gov/Votes/2023243", "why_it_matters": "Voted against the bipartisan debt ceiling compromise due to its inclusion of new work requirements for SNAP recipients and expedited fossil fuel permitting, prioritizing low-income constituents over party leadership's negotiated deal.", "category": "constituent_aligned" }, { "bill_id": "H.R. 8034", "title": "Israel Security Supplemental Appropriations Act, 2024", "vote": "nay", "vote_date": "2024-04-20", "roll_call_url": "https://clerk.house.gov/Votes/2024152", "why_it_matters": "Joined a minority of 37 progressive Democrats in opposing unconditioned military aid to Israel, reflecting the demands of the highly active, young, progressive activist base in her Brooklyn district.", "category": "party_defection" } ], "constituency_baseline": { "baseline": { "district_summary": "New York's 7th Congressional District covers diverse neighborhoods in Brooklyn and Queens, including Bushwick, Williamsburg, Sunset Park, and Long Island City. It is a dense, highly urban district characterized by rapid gentrification, a large working-class Hispanic (particularly Puerto Rican and Dominican) population, and a high concentration of young progressive professionals.", "top_employers": [ { "name": "Maimonides Medical Center", "employees": 6500, "source_url": "https://maimo.org/about-us/" }, { "name": "Brooklyn Navy Yard Development Corporation (Aggregate Tenants)", "employees": 11000, "source_url": "https://brooklynnavyyard.org/about/" } ], "dominant_industries": [ { "naics": "62", "share": 0.18, "source_url": "https://data.census.gov/profile/Congressional_District_7_(118th_Congress),_New_York?g=500XX00US3607" }, { "naics": "54", "share": 0.12, "source_url": "https://data.census.gov/profile/Congressional_District_7_(118th_Congress),_New_York?g=500XX00US3607" } ], "recent_ballot_measures": [ { "name": "New York Clean Water, Clean Air, and Green Jobs Bond Act", "year": 2022, "result": "passed", "margin": "67.5%", "source_url": "https://www.elections.ny.gov/2022ElectionResults.html" } ], "demographic_anchors": [ { "label": "Hispanic or Latino Population Share", "value": "34.2%", "source_url": "https://data.census.gov/profile/Congressional_District_7_(118th_Congress),_New_York?g=500XX00US3607" }, { "label": "Renter-Occupied Housing Units", "value": "78.4%", "source_url": "https://data.census.gov/profile/Congressional_District_7_(118th_Congress),_New_York?g=500XX00US3607" } ] } } }