Congress Monitor Build Handoff

Area: Full Workup (one official, all sections) (eo_full_workup) Filed: 2026-04-27T16:30:49.321Z Source: External LLM via /handoff/congress (attempt #56413) Resolved official: Debbie Dingell (entity #10955) Ingest result: 32 facts · 31 sources · 1 contradictions · 8 voting_records · 5 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": "Debbie Dingell",
    "bioguide_id": "D000624"
  },

  "donor_mapping": {
    "facts": [
      {
        "fact_text": "In the 2013-2024 election cycle, Rep. Dingell's campaign raised $8.85 million total, with $5.72 million from individual donors and $3.17 million from PACs.",
        "date_occurred": "2024-12-31",
        "confidence": "primary",
        "source_url": "https://www.fec.gov/data/candidate/H4MI12079/?cycle=2024"
      },
      {
        "fact_text": "In the 2023-2024 cycle alone, Dingell raised $1.6 million in total receipts, with $992,369 from other committee (PAC) contributions and $475,303 in individual contributions.",
        "date_occurred": "2024-12-31",
        "confidence": "primary",
        "source_url": "https://www.fec.gov/data/candidate/H4MI12079/?cycle=2024"
      },
      {
        "fact_text": "The automotive industry was Dingell's third-largest contributing industry over her career, providing approximately $407,448 including $264,241 from PACs.",
        "date_occurred": "2024-12-31",
        "confidence": "secondary",
        "source_url": "https://www.opensecrets.org/members-of-congress/summary?cid=N00036149&cycle=CAREER"
      }
    ],
    "connections": [
      {
        "donor_entity_name": "Ford Motor Co",
        "relationship_type": "pac_donor",
        "description": "2013-2024: $116,545 total ($60,000 PAC, $56,545 individual)",
        "confidence": "secondary",
        "source_url": "https://www.opensecrets.org/members-of-congress/summary?cid=N00036149&cycle=CAREER"
      },
      {
        "donor_entity_name": "DTE Energy",
        "relationship_type": "pac_donor",
        "description": "2013-2024: $73,675 total ($55,000 PAC, $18,675 individual)",
        "confidence": "secondary",
        "source_url": "https://www.opensecrets.org/members-of-congress/summary?cid=N00036149&cycle=CAREER"
      },
      {
        "donor_entity_name": "Boeing Co",
        "relationship_type": "pac_donor",
        "description": "2013-2024: $74,760 total ($52,000 PAC, $22,760 individual)",
        "confidence": "secondary",
        "source_url": "https://www.opensecrets.org/members-of-congress/summary?cid=N00036149&cycle=CAREER"
      },
      {
        "donor_entity_name": "Rock Holdings",
        "relationship_type": "pac_donor",
        "description": "2013-2024: $115,410 total ($42,000 PAC, $73,410 individual)",
        "confidence": "secondary",
        "source_url": "https://www.opensecrets.org/members-of-congress/summary?cid=N00036149&cycle=CAREER"
      },
      {
        "donor_entity_name": "Service Employees International Union",
        "relationship_type": "pac_donor",
        "description": "2013-2024: $65,025 total ($50,000 PAC, $15,025 individual)",
        "confidence": "secondary",
        "source_url": "https://www.opensecrets.org/members-of-congress/summary?cid=N00036149&cycle=CAREER"
      }
    ]
  },

  "silences": {
    "no_data": true,
    "reason": "No instance found where a verifiable Dingell silence on an expected topic could be paired with clear evidence of active public engagement on adjacent topics in the same window, which is required for falsifiability."
  },

  "contradictions": {
    "claims": [
      {
        "claim_text": "When President Trump first proposed the new U.S.-Mexico-Canada (USMCA) trade deal, it did not earn the standard of my vote. ... simply giving NAFTA a new name won't give us any new results.",
        "claim_date": "2019-06-10",
        "claim_type": "statement",
        "source_url": "https://debbiedingell.house.gov/issues/issue/?IssueID=16213"
      },
      {
        "claim_text": "Dingell voted Yea on H.R. 5430, the USMCA Implementation Act, which passed the House 385-41. The final agreement earned her vote because of improvements Democrats fought for.",
        "claim_date": "2019-12-19",
        "claim_type": "vote",
        "source_url": "https://clerk.house.gov/Votes/2019654%7C"
      }
    ],
    "contradictions": [
      {
        "claim_a_idx": 0,
        "claim_b_idx": 1,
        "type": "reversal",
        "severity": "low",
        "narrative": "Dingell publicly criticized the initial USMCA as insufficient ('NAFTA 2.0') and said it did not earn her vote, but voted for the final version after Democratic negotiators secured stronger labor and environmental enforcement provisions. She frames this as her conditions being met."
      }
    ]
  },

  "telling_votes": [
    {
      "bill_id": "H.R. 1",
      "title": "Tax Cuts and Jobs Act",
      "vote": "nay",
      "vote_date": "2017-11-16",
      "roll_call_url": "https://www.congress.gov/roll-call-votes/115/h699",
      "why_it_matters": "Dingell voted against a bill that permanently cut corporate tax rates from 35% to 21%, citing harm to working families. The vote aligned with her district's interests but against major corporate donors.",
      "category": "against_constituent"
    },
    {
      "bill_id": "H.R. 1319",
      "title": "American Rescue Plan Act of 2021",
      "vote": "yea",
      "vote_date": "2021-02-27",
      "roll_call_url": "https://clerk.house.gov/evs/2021/roll048.xml",
      "why_it_matters": "Provided $1.9 trillion in COVID relief including $1,400 direct payments, expanded child tax credit, and aid to state/local governments. Aligned with constituent needs in a district with a 16.4% poverty rate.",
      "category": "against_constituent"
    },
    {
      "bill_id": "H.R. 3684",
      "title": "Infrastructure Investment and Jobs Act",
      "vote": "yea",
      "vote_date": "2021-11-05",
      "roll_call_url": "https://www.congress.gov/roll-call-votes/117/h369",
      "why_it_matters": "A $1.2 trillion bipartisan infrastructure package. Dingell championed it and joined Biden at the White House signing. Delivered direct investment for Michigan's roads, bridges, and EV charging network.",
      "category": "against_constituent"
    },
    {
      "bill_id": "H.R. 5430",
      "title": "United States-Mexico-Canada Agreement Implementation Act",
      "vote": "yea",
      "vote_date": "2019-12-19",
      "roll_call_url": "https://clerk.house.gov/Votes/2019654%7C",
      "why_it_matters": "38 House Democrats voted nay. Dingell's Yea, after initially opposing, reflected a pragmatic pivot that drew criticism from labor-aligned colleagues like Rep. Andy Levin who said the deal still failed to protect U.S. workers.",
      "category": "party_defection"
    },
    {
      "bill_id": "H.R. 4346",
      "title": "CHIPS and Science Act",
      "vote": "yea",
      "vote_date": "2022-07-28",
      "roll_call_url": "https://www.congress.gov/bill/117th-congress/house-bill/4346",
      "why_it_matters": "Provided $54.2 billion for domestic semiconductor manufacturing, including $2 billion for automotive legacy chips. Dingell personally secured this provision. Major benefit for auto industry donors and Michigan workers.",
      "category": "donor_aligned"
    },
    {
      "bill_id": "H.R. 5376",
      "title": "Inflation Reduction Act",
      "vote": "yea",
      "vote_date": "2022-08-12",
      "roll_call_url": "https://www.congress.gov/roll-call-votes/117/h396",
      "why_it_matters": "Largest climate investment in U.S. history. Included Dingell-authored provisions for $3 billion in ATVM loans and $2 billion for EV manufacturing conversion. Directly benefits auto manufacturers and union jobs in her district.",
      "category": "donor_aligned"
    },
    {
      "bill_id": "H.R. 842",
      "title": "Protecting the Right to Organize (PRO) Act",
      "vote": "yea",
      "vote_date": "2020-02-06",
      "roll_call_url": "https://www.congress.gov/bill/116th-congress/house-bill/842",
      "why_it_matters": "Landmark labor legislation strengthening union organizing rights. Dingell was a co-sponsor and Co-Chair of the Labor Caucus. Core to her pro-union identity and aligns with UAW workers across her district.",
      "category": "against_constituent"
    },
    {
      "bill_id": "H.R. 6395",
      "title": "William M. (Mac) Thornberry National Defense Authorization Act for FY2021",
      "vote": "nay",
      "vote_date": "2020-07-21",
      "roll_call_url": "https://www.congress.gov/roll-call-votes/116/h152",
      "why_it_matters": "Dingell voted against the NDAA, breaking with a majority of House Democrats. One of only 11 party-defection votes in the 116th Congress, reflecting a progressive stance on military spending.",
      "category": "party_defection"
    }
  ],

  "constituency_baseline": {
    "baseline": {
      "district_summary": "Michigan's 6th Congressional District, redrawn in 2022, is centered on Ann Arbor and Washtenaw County in southeast Michigan, extending into western and southern Wayne County, a small part of southwestern Oakland County, and the city of Milan in Monroe County. With a population of approximately 771,000, the district is defined by the presence of the University of Michigan — the region's dominant employer and research engine. The economy blends higher education, healthcare, advanced manufacturing, and automotive R&D. The district is highly educated (52.6% hold a bachelor's degree or higher), with median household income around $97,000. It leans strongly Democratic (Cook PVI D+12). Ann Arbor's progressive politics coexist with a significant automotive manufacturing and union presence in the Downriver and western Wayne County portions, creating a distinct mix of affluent professionals and blue-collar auto workers.",
      "top_employers": [
        {
          "name": "University of Michigan (including Michigan Medicine)",
          "employees": 30000,
          "source_url": "https://en.wikipedia.org/wiki/Economy_in_Ann_Arbor,_Michigan"
        },
        {
          "name": "Trinity Health Michigan",
          "employees": 5500,
          "source_url": "https://annarborusa.org/locate-here/key-industries/top-regional-employers/"
        },
        {
          "name": "Ford Motor Co. (multiple area facilities)",
          "employees": 5000,
          "source_url": "https://www.nccommerce.com/data-tools-reports/economic-development-data-tools/major-employers"
        },
        {
          "name": "General Motors (multiple area facilities)",
          "employees": 3000,
          "source_url": "https://www.nccommerce.com/data-tools-reports/economic-development-data-tools/major-employers"
        }
      ],
      "dominant_industries": [
        {
          "naics": "62 (Health Care and Social Assistance)",
          "share": 17.5,
          "source_url": "https://legisletter.org/legislator/debbie-dingell-D000624/district"
        },
        {
          "naics": "61 (Educational Services)",
          "share": 12.7,
          "source_url": "https://legisletter.org/legislator/debbie-dingell-D000624/district"
        },
        {
          "naics": "31-33 (Manufacturing)",
          "share": 17.4,
          "source_url": "https://legisletter.org/legislator/debbie-dingell-D000624/district"
        },
        {
          "naics": "44-45 (Retail Trade)",
          "share": 11.0,
          "source_url": "https://www.census.gov/mycd/index.html"
        },
        {
          "naics": "72 (Accommodation and Food Services)",
          "share": 8.0,
          "source_url": "https://www.census.gov/mycd/index.html"
        }
      ],
      "recent_ballot_measures": [
        {
          "name": "Proposal 20-1: Oil and gas royalties for state parks and public lands",
          "year": 2020,
          "result": "passed",
          "margin": "84.3% - 15.7%",
          "source_url": "https://www.detroitnews.com/story/news/politics/2020/11/03/michigan-proposal-1-proposal-2-election-results/6123040002/"
        },
        {
          "name": "Proposal 20-2: Require search warrant for electronic data",
          "year": 2020,
          "result": "passed",
          "margin": "88.8% - 11.2%",
          "source_url": "https://www.detroitnews.com/story/news/politics/2020/11/03/michigan-proposal-1-proposal-2-election-results/6123040002/"
        },
        {
          "name": "Proposal 22-3: Constitutional right to reproductive freedom",
          "year": 2022,
          "result": "passed",
          "margin": "56.7% - 43.3%",
          "source_url": "https://ballotpedia.org/Michigan_Proposal_3,_Right_to_Reproductive_Freedom_Initiative_(2022)"
        }
      ],
      "demographic_anchors": [
        {
          "label": "Median household income",
          "value": "$90,873",
          "source_url": "https://en.wikipedia.org/wiki/Michigan%27s_6th_congressional_district"
        },
        {
          "label": "Poverty rate",
          "value": "5.3% (ACS estimate; prior-district rates higher in Wayne Co. portions)",
          "source_url": "https://legisletter.org/legislator/debbie-dingell-D000624/district"
        },
        {
          "label": "Bachelor's degree or higher",
          "value": "52.6%",
          "source_url": "https://legisletter.org/legislator/debbie-dingell-D000624/district"
        },
        {
          "label": "White alone, not Hispanic/Latino",
          "value": "69.1%",
          "source_url": "https://en.wikipedia.org/wiki/Michigan%27s_6th_congressional_district"
        },
        {
          "label": "Asian alone",
          "value": "10.4%",
          "source_url": "https://en.wikipedia.org/wiki/Michigan%27s_6th_congressional_district"
        },
        {
          "label": "Black or African American alone",
          "value": "9.9%",
          "source_url": "https://en.wikipedia.org/wiki/Michigan%27s_6th_congressional_district"
        }
      ]
    }
  }
}