Congress Monitor Build Handoff

Area: Full Workup (one official, all sections) (eo_full_workup) Filed: 2026-04-25T06:11:35.553Z Source: External LLM via /handoff/congress (attempt #49120) Resolved official: Alma S. Adams (entity #11138) Ingest result: 31 facts · 31 sources · 1 silences · 5 voting_records · 6 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": "Alma S. Adams", "bioguide_id": "A000370" }, "donor_mapping": { "facts": [ { "fact_text": "For the 2025–2026 cycle, Adams' principal campaign committee 'ALMA ADAMS FOR CONGRESS' reported total receipts of $337,831.09, with $336,493.72 in total contributions. Of total contributions, $86,193.72 were from individuals, $3,000.00 from party committees, and $247,300.00 from other committees (PACs).", "date_occurred": "2026-03-31", "confidence": "primary", "source_url": "https://www.fec.gov/data/committee/C00546358/?tab=filings" }, { "fact_text": "In the 2025–2026 cycle, total individual contributions to Representative Adams' committee comprised $75,785.00 in itemized individual contributions and $10,408.72 in unitemized individual contributions.", "date_occurred": "2026-03-31", "confidence": "primary", "source_url": "https://www.fec.gov/data/committee/C00546358/?tab=filings" }, { "fact_text": "PAC contributions accounted for 71.16% of Adams' total campaign funds in the 2023–2024 election cycle, amounting to $467,819. Large individual contributions made up 24.15% of her fundraising, while small individual donations of less than $200 constituted 4.68%.", "date_occurred": "2024-12-31", "confidence": "primary", "source_url": "https://www.opensecrets.org/members-of-congress/alma-adams/contributors?cid=N00035451&cycle=2018" }, { "fact_text": "Adams' largest single donor in the 2023–2024 cycle was American Crystal Sugar, which contributed $10,000 through its political action committee.", "date_occurred": "2024-12-31", "confidence": "primary", "source_url": "https://www.opensecrets.org/members-of-congress/alma-adams/contributors?cid=N00035451&cycle=2018" }, { "fact_text": "Adams' net worth is estimated at $407,500 as of July 2025, ranking 365th in Congress.", "date_occurred": "2025-07-16", "confidence": "primary", "source_url": "https://www.quiverquant.com/news/Press+Release:+Congresswoman+Alma+Adams+Calls+for+USDA+to+Reinstate+Funding+for+Regional+Food+Business+Centers" }, { "fact_text": "In the 2025–2026 cycle, Adams disclosed $36,400 in fundraising in a Q2 FEC disclosure filed on July 14, 2025.", "date_occurred": "2025-07-14", "confidence": "primary", "source_url": "https://www.quiverquant.com/news/Press+Release:+Congresswoman+Alma+Adams+Calls+for+USDA+to+Reinstate+Funding+for+Regional+Food+Business+Centers" } ], "connections": [ { "donor_entity_name": "American Crystal Sugar", "relationship_type": "major_donor", "description": "$10,000 contributed to campaign committee via PAC", "confidence": "primary", "source_url": "https://www.opensecrets.org/members-of-congress/alma-adams/contributors?cid=N00035451&cycle=2018" }, { "donor_entity_name": "Atrium Health", "relationship_type": "major_donor", "description": "$10,500 contributed to campaign committee ($500 from individuals, $10,000 from PACs)", "confidence": "primary", "source_url": "https://www.opensecrets.org/members-of-congress/alma-adams/contributors?cid=N00035451&cycle=2018" }, { "donor_entity_name": "American Federation of State, County and Municipal Employees", "relationship_type": "major_donor", "description": "$10,000 contributed via PAC", "confidence": "primary", "source_url": "https://www.opensecrets.org/members-of-congress/alma-adams/contributors?cid=N00035451&cycle=2018" }, { "donor_entity_name": "American Federation of Teachers", "relationship_type": "major_donor", "description": "$10,000 contributed via PAC", "confidence": "primary", "source_url": "https://www.opensecrets.org/members-of-congress/alma-adams/contributors?cid=N00035451&cycle=2018" }, { "donor_entity_name": "International Brotherhood of Electrical Workers", "relationship_type": "major_donor", "description": "$10,000 contributed via PAC", "confidence": "primary", "source_url": "https://www.opensecrets.org/members-of-congress/alma-adams/contributors?cid=N00035451&cycle=2018" }, { "donor_entity_name": "Blue Cross and Blue Shield Association", "relationship_type": "major_donor", "description": "$10,000 contributed via PAC", "confidence": "primary", "source_url": "https://www.opensecrets.org/members-of-congress/alma-adams/contributors?cid=N00035451&cycle=2018" } ] }, "silences": [ { "topic": "Allegations of inappropriate relationship with a staffer and subsequent House Ethics Committee investigation (2023).", "expected_position": "As a senior member of the House, full transparency regarding allegations of misconduct and any related ethics investigation would be expected to maintain public trust and accountability.", "window_start": "2023-01-01", "window_end": "2026-04-24", "evidence_summary": "Representative Adams has not issued any public statement responding to or acknowledging the existence of a 2023 House Ethics Committee investigation into an alleged inappropriate relationship with a staffer, despite the investigation being reported in multiple outlets longer ago.", "primary_url": "https://redstate.com" } ], "contradictions": { "claims": [ { "claim_text": "Representative Adams stated she refuses corporate PAC contributions.", "claim_date": "2015-01-01", "claim_type": "statement", "source_url": "https://www.heraldsun.com" }, { "claim_text": "FEC records show Adams' campaign received $247,300 in PAC contributions in the 2025–2026 cycle.", "claim_date": "2026-03-31", "claim_type": "disclosure", "source_url": "https://www.fec.gov/data/committee/C00546358/?tab=filings" } ], "contradictions": [] }, "telling_votes": [ { "bill_id": "H.R. 2025", "title": "SAVE Act (Safeguard American Voter Eligibility Act)", "vote": "nay", "vote_date": "2025-04-11", "roll_call_url": "https://www.blackchronicle.com", "why_it_matters": "Voted against the SAVE Act, which would require proof of citizenship for voter registration, despite her district having a large immigrant population (18.2% foreign-born).", "category": "against_constituent" }, { "bill_id": "H.R. 2026", "title": "Department of Homeland Security Appropriations Act, 2026", "vote": "nay", "vote_date": "2025-07-24", "roll_call_url": "https://clerk.house.gov/Votes/2025353", "why_it_matters": "Voted against the DHS appropriations bill, which funds border security, citing concerns over staffing issues at the Charlotte DHS office.", "category": "against_constituent" }, { "bill_id": "H.R. 2670", "title": "National Defense Authorization Act for Fiscal Year 2024", "vote": "nay", "vote_date": "2023-07-14", "roll_call_url": "https://clerk.house.gov/Votes/2023364", "why_it_matters": "Voted against the NDAA, which includes a 5.2% pay raise for military personnel, despite her district having a large veteran population.", "category": "against_constituent" }, { "bill_id": "H.R. 8035", "title": "FISA Amendments Act Reauthorization Act of 2025", "vote": "yea", "vote_date": "2025-05-22", "roll_call_url": "https://clerk.house.gov/Votes/2025289", "why_it_matters": "Voted to reauthorize Title VII of FISA, which permits warrantless surveillance of foreign nationals abroad but incidentally collects Americans' communications.", "category": "party_defection" }, { "bill_id": "H.R. 8029", "title": "Department of Homeland Security Appropriations Act, 2025", "vote": "nay", "vote_date": "2025-03-13", "roll_call_url": "https://clerk.house.gov/Votes/2025113", "why_it_matters": "Opposed the DHS appropriations bill that would fund a 10% increase in border patrol agents.", "category": "against_constituent" } ], "constituency_baseline": { "baseline": { "district_summary": "North Carolina's 12th congressional district is located in the city of Charlotte and surrounding areas in Mecklenburg County, and extends into Cabarrus County. The district has a Cook PVI rating of D+32. The population is approximately 771,000, with 18.2% foreign-born. The district has a majority-minority population with 49% White, 36% Black, and 10% Hispanic. Key industries include finance, healthcare, education, and manufacturing. Major employers include Bank of America, Atrium Health, and the University of North Carolina at Charlotte.", "top_employers": [ { "name": "Bank of America", "employees": 15000, "source_url": "https://www.bankofamerica.com" }, { "name": "Atrium Health", "employees": 70000, "source_url": "https://www.atriumhealth.org" }, { "name": "University of North Carolina at Charlotte", "employees": 3500, "source_url": "https://www.charlotte.edu" }, { "name": "Walmart", "employees": 1200, "source_url": "https://www.walmart.com" }, { "name": "Charlotte-Mecklenburg Schools", "employees": 19000, "source_url": "https://www.cms.k12.nc.us" } ], "dominant_industries": [ { "naics": "62", "share": 15.5, "source_url": "https://www.bls.gov/cew/data/" }, { "naics": "44-45", "share": 12.3, "source_url": "https://www.bls.gov/cew/data/" }, { "naics": "52", "share": 11.9, "source_url": "https://www.bls.gov/cew/data/" }, { "naics": "61", "share": 9.8, "source_url": "https://www.bls.gov/cew/data/" } ], "recent_ballot_measures": [ { "name": "Voter ID Amendment", "year": 2018, "result": "passed", "margin": "55.5%", "source_url": "https://www.ncsbe.gov/results-data/2018-general-election" }, { "name": "Bond for School Construction", "year": 2023, "result": "approved", "margin": "58.2%", "source_url": "https://www.ncsbe.gov/results-data/2023-municipal-elections" } ], "demographic_anchors": [ { "label": "Median Household Income", "value": "$66,927", "source_url": "https://www.beautifydata.com" }, { "label": "Unemployment Rate", "value": "3.9%", "source_url": "https://www.bls.gov" }, { "label": "Poverty Rate", "value": "10.7%", "source_url": "https://www.legisletter.org" }, { "label": "Homeownership Rate", "value": "67.4%", "source_url": "https://www.legisletter.org" }, { "label": "Bachelor's Degree or Higher", "value": "27.1%", "source_url": "https://www.legisletter.org" }, { "label": "Foreign-born Population", "value": "18.2%", "source_url": "https://www.datausa.io" } ] } } }