Congress Monitor Build Handoff

Area: Full Workup (one official, all sections) (eo_full_workup) Filed: 2026-04-27T02:07:58.347Z Source: External LLM via /handoff/congress (attempt #56126) Resolved official: Beth Van Duyne (entity #10984) Ingest result: 42 facts · 41 sources · 4 contradictions · 10 voting_records · 2 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": "Beth Van Duyne",
    "bioguide_id": "V000134"
  },
  "donor_mapping": {
    "facts": [
      {
        "fact_text": "Beth Van Duyne's campaign committee raised $3,124,044 in the 2023-2024 election cycle, with 40.03% from PAC contributions, 25.73% from large individual contributions, and only 2.83% from small individual donors ($88,454).",
        "date_occurred": "2024-12-31",
        "confidence": "primary",
        "source_url": "https://www.opensecrets.org/members-of-congress/person/summary?cid=N00045167"
      },
      {
        "fact_text": "The Real Estate industry was the top contributing industry at $352,333 for the 2023-2024 cycle, with $290,833 from individuals and $61,500 from PACs.",
        "date_occurred": "2024-12-31",
        "confidence": "primary",
        "source_url": "https://www.opensecrets.org/members-of-congress/person/summary?cid=N00045167"
      },
      {
        "fact_text": "The National Association of Realtors was the single top contributor at $178,500, with $168,500 from individuals and $10,000 from its PAC.",
        "date_occurred": "2024-12-31",
        "confidence": "primary",
        "source_url": "https://www.opensecrets.org/members-of-congress/person/summary?cid=N00045167"
      },
      {
        "fact_text": "The Securities & Investment industry contributed $230,613, with $163,613 from individuals and $67,000 from PACs.",
        "date_occurred": "2024-12-31",
        "confidence": "primary",
        "source_url": "https://www.opensecrets.org/members-of-congress/person/summary?cid=N00045167"
      },
      {
        "fact_text": "The Insurance industry contributed $150,838, with $27,838 from individuals and $123,000 from PACs.",
        "date_occurred": "2024-12-31",
        "confidence": "primary",
        "source_url": "https://www.opensecrets.org/members-of-congress/person/summary?cid=N00045167"
      },
      {
        "fact_text": "Health Professionals contributed $168,019, with $67,519 from individuals and $100,500 from PACs.",
        "date_occurred": "2024-12-31",
        "confidence": "primary",
        "source_url": "https://www.opensecrets.org/members-of-congress/person/summary?cid=N00045167"
      },
      {
        "fact_text": "American Airlines contributed $23,184, with $18,184 from individuals and $5,000 from its PAC. American Airlines is headquartered in Fort Worth, within the DFW metroplex of Van Duyne's district.",
        "date_occurred": "2024-12-31",
        "confidence": "primary",
        "source_url": "https://www.opensecrets.org/members-of-congress/person/summary?cid=N00045167"
      },
      {
        "fact_text": "Van Duyne's leadership PAC, Be Victorious Over Democrats PAC, is a Republican leadership PAC affiliated with the congresswoman.",
        "date_occurred": "2024-12-31",
        "confidence": "primary",
        "source_url": "https://www.opensecrets.org/political-action-committees-pacs/be-victorious-over-democrats-pac/C00797969/summary/2024"
      },
      {
        "fact_text": "The Retired category contributed $239,172, all from individuals, making it the second-largest donor category.",
        "date_occurred": "2024-12-31",
        "confidence": "primary",
        "source_url": "https://www.opensecrets.org/members-of-congress/person/summary?cid=N00045167"
      }
    ],
    "connections": [
      {
        "donor_entity_name": "NATIONAL ASSOCIATION OF REALTORS POLITICAL ACTION COMMITTEE",
        "relationship_type": "pac_donor",
        "description": "2024 cycle: $10,000 via Beth Van Duyne for Congress (C00723155); $178,500 total including individual contributions",
        "confidence": "primary",
        "source_url": "https://www.opensecrets.org/members-of-congress/person/summary?cid=N00045167"
      },
      {
        "donor_entity_name": "AMERICAN ISRAEL PUBLIC AFFAIRS COMMITTEE POLITICAL ACTION COMMITTEE",
        "relationship_type": "pac_donor",
        "description": "2024 cycle: $10,000 via Beth Van Duyne for Congress; $44,750 total including $34,750 individual",
        "confidence": "primary",
        "source_url": "https://www.opensecrets.org/members-of-congress/person/summary?cid=N00045167"
      }
    ]
  },
  "silences": {
    "no_data": true,
    "reason": "Unable to identify a specific topic where Beth Van Duyne was conspicuously silent while demonstrably active on adjacent issues within a defined window, supported by primary-source evidence of that adjacent activity."
  },
  "contradictions": {
    "claims": [
      {
        "claim_text": "Van Duyne voted against H.R. 3684, the Infrastructure Investment and Jobs Act, which provided $1.2 trillion for roads, bridges, broadband, and included $5 billion for airport terminal improvements.",
        "claim_date": "2021-11-05",
        "claim_type": "vote",
        "source_url": "https://clerk.house.gov/Votes/2021369"
      },
      {
        "claim_text": "Van Duyne tweeted she was 'thrilled' about nearly $1 billion in airport terminal grants awarded to 85 airports across the country, including DFW International Airport in her district, which were funded by the very infrastructure law she voted against.",
        "claim_date": "2022-07-07",
        "claim_type": "statement",
        "source_url": "https://www.huffpost.com/entry/infrastructure-funding-beth-van-duyne_n_62c74fb7e4b06e3d9bb2f9f7"
      },
      {
        "claim_text": "Van Duyne voted against the American Rescue Plan Act, a $1.9 trillion COVID relief package that included $1,400 stimulus checks, expanded child tax credits, and $350 billion in state and local aid.",
        "claim_date": "2021-02-27",
        "claim_type": "vote",
        "source_url": "https://scorecard.cwa-union.org/scorecard/american-rescue-plan-vote"
      },
      {
        "claim_text": "Van Duyne touted key provisions of the American Rescue Plan on Twitter, writing that 'help is on the way to North Texas' regarding restaurant relief funds included in the bill she opposed.",
        "claim_date": "2021-04-28",
        "claim_type": "statement",
        "source_url": "https://democrats.org/news/yikes-republicans-touting-american-rescue-plan-after-opposing-it/"
      },
      {
        "claim_text": "Van Duyne voted in favor of the Ukraine Democracy Defense Lend-Lease Act of 2022, which allowed the lending/lease of American defense materiel to Ukraine.",
        "claim_date": "2022-04-28",
        "claim_type": "vote",
        "source_url": "https://gopforukraine.com/legislator/beth-van-duyne/"
      },
      {
        "claim_text": "Van Duyne voted against H.R. 8035, the Ukraine Security Supplemental Appropriations Act of 2024 ($60.8 billion in aid), against the 2022 Ukraine Supplemental, against the 2023 Ukraine Security Assistance Act, and signed a letter with J.D. Vance and Chip Roy opposing further Ukraine funding.",
        "claim_date": "2024-04-20",
        "claim_type": "vote",
        "source_url": "https://gopforukraine.com/legislator/beth-van-duyne/"
      },
      {
        "claim_text": "Van Duyne voted against H.R. 3746, the Fiscal Responsibility Act of 2023, stating it 'doesn't offer critical reductions in spending' and that the Limit, Save, Grow Act cut more than $4.5 trillion while H.R. 3746 included 'only $1.5 trillion in such cuts.'",
        "claim_date": "2023-05-31",
        "claim_type": "vote",
        "source_url": "https://vanduyne.house.gov/press-releases?ID=47D69DFA-E649-4F5B-9C87-6D7A045567FE"
      },
      {
        "claim_text": "Van Duyne voted for the One Big Beautiful Bill Act in July 2025, which the CBO projected would add $3.3 trillion to the deficit, defending it as 'a good first step' while acknowledging she would 'love to see us go back to pre-COVID spending levels.'",
        "claim_date": "2025-07-03",
        "claim_type": "vote",
        "source_url": "https://texaspolitics.com/2025/07/17/rep-van-duyne-defends-one-big-beautiful-bill-calls-for-more-spending-reforms/"
      }
    ],
    "contradictions": [
      {
        "claim_a_idx": 0,
        "claim_b_idx": 1,
        "type": "statement_vs_disclosure",
        "severity": "high",
        "narrative": "Van Duyne voted against the bipartisan infrastructure law, then one year later touted DFW Airport receiving grants from the same law she opposed, calling herself 'thrilled' about the funding while conspicuously omitting mention of her vote against it."
      },
      {
        "claim_a_idx": 2,
        "claim_b_idx": 3,
        "type": "statement_vs_disclosure",
        "severity": "high",
        "narrative": "Van Duyne opposed the American Rescue Plan as wasteful spending, then took credit on social media for its benefits, telling constituents 'help is on the way to North Texas' — a pattern President Biden called out by name in a May 2021 speech."
      },
      {
        "claim_a_idx": 4,
        "claim_b_idx": 5,
        "type": "reversal",
        "severity": "high",
        "narrative": "Van Duyne supported Ukraine lend-lease in 2022 but subsequently voted against every major Ukraine aid package through 2024, signed a letter opposing further funding, and received an 'F' grade from Republicans for Ukraine — reversing from initial support to consistent opposition."
      },
      {
        "claim_a_idx": 6,
        "claim_b_idx": 7,
        "type": "reversal",
        "severity": "medium",
        "narrative": "Van Duyne voted against the bipartisan Fiscal Responsibility Act in 2023 for insufficient spending cuts, yet voted in 2025 for Trump's One Big Beautiful Bill Act, which the CBO projected would add $3.3 trillion to the deficit — far more than the FRA she rejected."
      }
    ]
  },
  "telling_votes": [
    {
      "bill_id": "H.Res. 37 / Objection to Pennsylvania Electors",
      "title": "Objection to Counting Pennsylvania's Electoral Votes",
      "vote": "yea",
      "vote_date": "2021-01-06",
      "roll_call_url": "https://www.congress.gov/roll-call-votes/117th-congress/1st-session/h11",
      "why_it_matters": "Only House member to split her vote — objecting to Pennsylvania's electors but not Arizona's — joining 138 Republicans in attempting to overturn the certified 2020 election results, hours after the Capitol riot. Her district had voted for Biden.",
      "category": "against_constituent"
    },
    {
      "bill_id": "H.R. 1319",
      "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 $1.9 trillion COVID relief, including $1,400 stimulus checks and expanded child tax credits, then later touted its benefits for her district. Dallas officials used ARP funds for 275 new law enforcement positions she could have supported.",
      "category": "against_constituent"
    },
    {
      "bill_id": "H.R. 1 (117th)",
      "title": "For the People Act of 2021",
      "vote": "nay",
      "vote_date": "2021-03-03",
      "roll_call_url": "https://www.congress.gov/roll-call-votes/117th-congress/1st-session/h62",
      "why_it_matters": "Called the bill 'a vile new form of tyranny' in floor remarks and voted against expanding voting rights access, campaign finance reform, and independent redistricting — aligning with the Republican position that the bill 'crushes opposing views.'",
      "category": "party_defection"
    },
    {
      "bill_id": "H.R. 3684",
      "title": "Infrastructure Investment and Jobs Act",
      "vote": "nay",
      "vote_date": "2021-11-05",
      "roll_call_url": "https://clerk.house.gov/Votes/2021369",
      "why_it_matters": "One of only 13 House Republicans to vote for the bill. Van Duyne opposed it, then later touted DFW Airport grants made possible by the law. The bill funded critical infrastructure in the rapidly growing DFW metroplex.",
      "category": "against_constituent"
    },
    {
      "bill_id": "H.R. 8404",
      "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 and interracial marriages, joining the 157 House Republicans who opposed the bill while 47 Republicans supported it.",
      "category": "party_defection"
    },
    {
      "bill_id": "H.R. 2811",
      "title": "Limit, Save, Grow Act of 2023",
      "vote": "yea",
      "vote_date": "2023-04-26",
      "roll_call_url": "https://www.congress.gov/roll-call-votes/118th-congress/1st-session/h199",
      "why_it_matters": "Supported legislation coupling debt ceiling increase with $4.5 trillion in cuts including Medicaid work requirements and SNAP reductions, praising it as 'the single largest deficit reduction bill in U.S. history' — while preserving tax cuts favored by her donor base.",
      "category": "donor_aligned"
    },
    {
      "bill_id": "H.R. 3746",
      "title": "Fiscal Responsibility Act of 2023",
      "vote": "nay",
      "vote_date": "2023-05-31",
      "roll_call_url": "https://www.congress.gov/roll-call-votes/118th-congress/1st-session/h283",
      "why_it_matters": "Among 71 Republicans who opposed the bipartisan debt ceiling deal for insufficient spending cuts, only to later vote for the OBBB which added far more to the deficit. Cited the FRA's $1.5 trillion in cuts as inadequate.",
      "category": "party_defection"
    },
    {
      "bill_id": "H.R. 8035",
      "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 $60.8 billion in Ukraine military and humanitarian aid after supporting Ukraine lend-lease in 2022. Earned an 'F' from Republicans for Ukraine for voting against every major Ukraine aid measure after her initial support.",
      "category": "reversal"
    },
    {
      "bill_id": "H.R. 1 (119th) / One Big Beautiful Bill Act",
      "title": "One Big Beautiful Bill Act",
      "vote": "yea",
      "vote_date": "2025-07-03",
      "roll_call_url": "https://clerk.house.gov/Votes/2025190",
      "why_it_matters": "Supported Trump's signature tax and spending bill that CBO said would add $3.3 trillion to deficits — after having voted against the FRA for adding too much debt. Defended her vote as preventing tax hikes and bolstering border security. Constituents booed her at a subsequent town hall.",
      "category": "donor_aligned"
    },
    {
      "bill_id": "H.R. 22",
      "title": "SAVE Act (Safeguard American Voter Eligibility Act)",
      "vote": "yea",
      "vote_date": "2025-04-10",
      "roll_call_url": "https://www.billtrack50.com/billdetail/1775128",
      "why_it_matters": "Co-author of legislation requiring documentary proof of citizenship to register to vote, which critics argue could disenfranchise millions of eligible voters — particularly married women who changed their names — while addressing virtually no documented cases of noncitizen voting.",
      "category": "party_defection"
    }
  ],
  "constituency_baseline": {
    "baseline": {
      "district_summary": "Texas's 24th Congressional District encompasses the suburban area between Dallas and Fort Worth, including Irving (where DFW Airport is located), Coppell, Grapevine, Southlake, Colleyville, parts of Carrollton, and portions of Grand Prairie. The district has a population of approximately 761,741 with a median household income of $115,964 — more than triple the national median. It is one of the most highly educated districts in Texas with 54.5% of residents holding a bachelor's degree or higher. Homeownership is 66.8% and the poverty rate is just 4.1%. The district is predominantly White (65.9%) with a significant Hispanic population (18.2%). Major economic drivers include aviation (American Airlines and Southwest Airlines are headquartered in the metroplex), defense and aerospace, financial services, healthcare, and logistics centered on DFW Airport. Once a Republican stronghold, the district has become more competitive — Biden carried it in 2020 — though Van Duyne won reelection in 2024 with the district now rated R+21 under new maps.",
      "top_employers": [
        {
          "name": "American Airlines (Fort Worth HQ)",
          "employees": 25000,
          "source_url": "https://www.pjzaji.com/top-employers-dallas/"
        },
        {
          "name": "AT&T (Dallas HQ)",
          "employees": 17000,
          "source_url": "https://www.pjzaji.com/top-employers-dallas/"
        },
        {
          "name": "Texas Health Resources (Arlington)",
          "employees": 24000,
          "source_url": "https://www.pjzaji.com/top-employers-dallas/"
        }
      ],
      "dominant_industries": [
        {
          "naics": "52",
          "share": 0.14,
          "source_url": "https://www.census.gov/mycd/?st=48&cd=24"
        },
        {
          "naics": "62",
          "share": 0.13,
          "source_url": "https://www.census.gov/mycd/?st=48&cd=24"
        },
        {
          "naics": "44-45",
          "share": 0.12,
          "source_url": "https://www.census.gov/mycd/?st=48&cd=24"
        }
      ],
      "recent_ballot_measures": [
        {
          "name": "Texas Proposition 4 — $18 Billion Property Tax Relief (2023)",
          "year": 2023,
          "result": "passed",
          "margin": "83% yes to 17% no",
          "source_url": "https://www.texastribune.org/2023/11/08/texas-constitutional-amendments-election-results/"
        },
        {
          "name": "Texas Proposition 6 — Texas Water Fund ($1 billion for water infrastructure)",
          "year": 2023,
          "result": "passed",
          "margin": "77.4% yes to 22.6% no",
          "source_url": "https://ballotpedia.org/Texas_2023_ballot_measures"
        },
        {
          "name": "Texas Proposition 13 — Increase Mandatory Retirement Age for State Judges (failed)",
          "year": 2023,
          "result": "failed",
          "margin": "37.2% yes to 62.8% no",
          "source_url": "https://ballotpedia.org/Texas_2023_ballot_measures"
        }
      ],
      "demographic_anchors": [
        {
          "label": "Median household income",
          "value": "$115,964",
          "source_url": "https://legisletter.org/legislator/beth-van-duyne-V000134/district"
        },
        {
          "label": "Population",
          "value": "761,741",
          "source_url": "https://legisletter.org/legislator/beth-van-duyne-V000134/district"
        },
        {
          "label": "White alone, not Hispanic or Latino",
          "value": "65.9%",
          "source_url": "https://legisletter.org/legislator/beth-van-duyne-V000134/district"
        },
        {
          "label": "Bachelor's degree or higher",
          "value": "54.5%",
          "source_url": "https://legisletter.org/legislator/beth-van-duyne-V000134/district"
        },
        {
          "label": "Homeownership rate",
          "value": "66.8%",
          "source_url": "https://legisletter.org/legislator/beth-van-duyne-V000134/district"
        }
      ]
    }
  }
}