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Intelligence Synthesis · April 26, 2026
Research Brief
Congress Handoff: Full Workup (one officialall sections) — 2026-04-26 (Ashley Hinson)

Congress Monitor Build Handoff

Area: Full Workup (one official, all sections) (eo_full_workup) Filed: 2026-04-26T21:16:18.406Z Source: External LLM via /handoff/congress (attempt #51048) Resolved official: Ashley Hinson (entity #10947) Ingest result: 31 facts · 30 sources · 2 contradictions · 8 voting_records · 10 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": "Ashley Hinson",
    "bioguide_id": "H001091"
  },

  "donor_mapping": {
    "facts": [
      {
        "fact_text": "Ashley Hinson for Congress raised $4,781,101 in total contributions for the 2023-2024 election cycle.",
        "date_occurred": "2024-12-31",
        "confidence": "primary",
        "source_url": "https://www.fec.gov/data/committee/C00706267/?cycle=2024"
      },
      {
        "fact_text": "The securities and investment industry contributed $404,253 to Hinson's campaign committee in the 2023-2024 cycle.",
        "date_occurred": "2024-12-31",
        "confidence": "primary",
        "source_url": "https://www.opensecrets.org/members-of-congress/industries?cid=N00044521&cycle=2024&type=I"
      },
      {
        "fact_text": "The real estate industry contributed $321,285 to Hinson's campaign committee in the 2023-2024 cycle.",
        "date_occurred": "2024-12-31",
        "confidence": "primary",
        "source_url": "https://www.opensecrets.org/members-of-congress/industries?cid=N00044521&cycle=2024&type=I"
      },
      {
        "fact_text": "The crop production and basic processing industry contributed $118,326 to Hinson's campaign committee in the 2023-2024 cycle.",
        "date_occurred": "2024-12-31",
        "confidence": "primary",
        "source_url": "https://www.opensecrets.org/members-of-congress/industries?cid=N00044521&cycle=2024&type=I"
      },
      {
        "fact_text": "The insurance industry contributed $167,021 to Hinson's campaign committee in the 2023-2024 cycle.",
        "date_occurred": "2024-12-31",
        "confidence": "primary",
        "source_url": "https://www.opensecrets.org/members-of-congress/industries?cid=N00044521&cycle=2024&type=I"
      },
      {
        "fact_text": "Leadership PACs contributed $203,100 to Hinson's campaign in the 2023-2024 cycle.",
        "date_occurred": "2024-12-31",
        "confidence": "primary",
        "source_url": "https://www.opensecrets.org/members-of-congress/industries?cid=N00044521&cycle=2024&type=I"
      }
    ],
    "connections": [
      {
        "donor_entity_name": "AMERICAN ISRAEL PUBLIC AFFAIRS COMMITTEE POLITICAL ACTION COMMITTEE",
        "relationship_type": "pac_donor",
        "description": "2024 cycle: $62,500 via Ashley Hinson for Congress (C00706267)",
        "confidence": "primary",
        "source_url": "https://www.fec.gov/data/receipts/?committee_id=C00706267&two_year_transaction_period=2024"
      },
      {
        "donor_entity_name": "CHEVRON EMPLOYEES POLITICAL ACTION COMMITTEE - CHEVRON CORPORATION",
        "relationship_type": "pac_donor",
        "description": "2024 cycle: $50,000 via Ashley Hinson for Congress (C00706267)",
        "confidence": "primary",
        "source_url": "https://www.fec.gov/data/receipts/?committee_id=C00706267&two_year_transaction_period=2024"
      },
      {
        "donor_entity_name": "NATIONAL AUTOMOBILE DEALERS ASSOCIATION POLITICAL ACTION COMMITTEE",
        "relationship_type": "pac_donor",
        "description": "2024 cycle: $50,000 via Ashley Hinson for Congress (C00706267)",
        "confidence": "primary",
        "source_url": "https://www.fec.gov/data/receipts/?committee_id=C00706267&two_year_transaction_period=2024"
      },
      {
        "donor_entity_name": "NATIONAL PORK PRODUCERS COUNCIL PORK PAC",
        "relationship_type": "pac_donor",
        "description": "2024 cycle: $50,000 via Ashley Hinson for Congress (C00706267)",
        "confidence": "primary",
        "source_url": "https://www.fec.gov/data/receipts/?committee_id=C00706267&two_year_transaction_period=2024"
      },
      {
        "donor_entity_name": "IOWA RENEWABLE FUELS ASSOCIATION PAC - IRFA PAC",
        "relationship_type": "pac_donor",
        "description": "2024 cycle: $50,000 via Ashley Hinson for Congress (C00706267)",
        "confidence": "primary",
        "source_url": "https://www.fec.gov/data/receipts/?committee_id=C00706267&two_year_transaction_period=2024"
      },
      {
        "donor_entity_name": "UNION PACIFIC CORP. FUND FOR EFFECTIVE GOVERNMENT",
        "relationship_type": "pac_donor",
        "description": "2024 cycle: $40,000 via Ashley Hinson for Congress (C00706267)",
        "confidence": "primary",
        "source_url": "https://www.fec.gov/data/receipts/?committee_id=C00706267&two_year_transaction_period=2024"
      },
      {
        "donor_entity_name": "EMPLOYEES OF NORTHROP GRUMMAN CORPORATION PAC",
        "relationship_type": "pac_donor",
        "description": "2024 cycle: $35,000 via Ashley Hinson for Congress (C00706267)",
        "confidence": "primary",
        "source_url": "https://www.fec.gov/data/receipts/?committee_id=C00706267&two_year_transaction_period=2024"
      },
      {
        "donor_entity_name": "GENERAL MILLS INC. POLITICAL ACTION COMMITTEE",
        "relationship_type": "pac_donor",
        "description": "2024 cycle: $30,000 via Ashley Hinson for Congress (C00706267)",
        "confidence": "primary",
        "source_url": "https://www.fec.gov/data/receipts/?committee_id=C00706267&two_year_transaction_period=2024"
      },
      {
        "donor_entity_name": "JPMORGAN CHASE & CO. FEDERAL POLITICAL ACTION COMMITTEE",
        "relationship_type": "pac_donor",
        "description": "2024 cycle: $30,000 via Ashley Hinson for Congress (C00706267)",
        "confidence": "primary",
        "source_url": "https://www.fec.gov/data/receipts/?committee_id=C00706267&two_year_transaction_period=2024"
      },
      {
        "donor_entity_name": "IOWA CORN GROWERS ASSOCIATION PAC",
        "relationship_type": "pac_donor",
        "description": "2024 cycle: $30,000 via Ashley Hinson for Congress (C00706267)",
        "confidence": "primary",
        "source_url": "https://www.fec.gov/data/receipts/?committee_id=C00706267&two_year_transaction_period=2024"
      }
    ]
  },

  "silences": {
    "no_data": true,
    "reason": "Unable to identify a specific topic where Ashley Hinson 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": "Hinson voted against the $1.2 trillion Bipartisan Infrastructure Law (H.R. 3684), calling it 'socialist' and 'Washington gamesmanship at its worst.'",
        "claim_date": "2021-11-05",
        "claim_type": "vote",
        "source_url": "https://clerk.house.gov/Votes/2021369"
      },
      {
        "claim_text": "On January 19, 2022, Hinson tweeted 'BREAKING: We secured $829 million in federal funding to upgrade locks and dams along the Upper Mississippi River. It's game-changing for Iowa's agriculture industry.'",
        "claim_date": "2022-01-19",
        "claim_type": "statement",
        "source_url": "https://www.politifact.com/factchecks/2022/jan/21/liz-mathis/yes-ashley-hinson-voted-against-bill-paid-dams/"
      },
      {
        "claim_text": "Hinson stated: 'I strongly condemn Representative Gosar for posting a video depicting violence against another Member of Congress and the President. There is no excuse or justification for this behavior.'",
        "claim_date": "2021-11-17",
        "claim_type": "statement",
        "source_url": "https://hinson.house.gov/media/press-releases/rep-hinson-statement-rep-gosar"
      },
      {
        "claim_text": "Hinson voted against H.Res. 789 to censure Rep. Paul Gosar for posting the animated video depicting violence against Rep. Ocasio-Cortez.",
        "claim_date": "2021-11-17",
        "claim_type": "vote",
        "source_url": "https://www.thegazette.com/federal-government/rep-ashley-hinson-condemns-rep-paul-gosar-video-but-votes-no-on-censuring-him/"
      }
    ],
    "contradictions": [
      {
        "claim_a_idx": 0,
        "claim_b_idx": 1,
        "type": "statement_vs_disclosure",
        "severity": "high",
        "narrative": "Hinson voted against the Bipartisan Infrastructure Law, calling it socialist, then two months later touted $829 million in funding from the same law as a 'game-changing' win she helped secure."
      },
      {
        "claim_a_idx": 2,
        "claim_b_idx": 3,
        "type": "statement_vs_disclosure",
        "severity": "medium",
        "narrative": "Hinson publicly stated there was 'no excuse or justification' for Gosar's behavior, yet voted against formal censure of Gosar, citing a double standard she attributed to Speaker Pelosi."
      }
    ]
  },

  "telling_votes": [
    {
      "bill_id": "H.R. 1319",
      "title": "American Rescue Plan Act of 2021",
      "vote": "nay",
      "vote_date": "2021-02-27",
      "roll_call_url": "https://clerk.house.gov/Votes/202172",
      "why_it_matters": "Opposed $1.9 trillion COVID relief including $1,400 stimulus checks, expanded child tax credit, and aid to state and local governments, against the interests of working families in her district.",
      "category": "against_constituent"
    },
    {
      "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": "Voted against the bipartisan infrastructure package that funded road, bridge, and broadband projects in rural Iowa, then later claimed credit for $829 million in lock and dam funding from the bill.",
      "category": "against_constituent"
    },
    {
      "bill_id": "H.Res. 24",
      "title": "Impeachment of Donald Trump (Second)",
      "vote": "nay",
      "vote_date": "2021-01-13",
      "roll_call_url": "https://clerk.house.gov/Votes/202117",
      "why_it_matters": "Voted against impeaching President Trump following the January 6 Capitol breach, reflecting party loyalty over accountability.",
      "category": "party_defection"
    },
    {
      "bill_id": "H.Res. 789",
      "title": "Censure of Rep. Paul Gosar",
      "vote": "nay",
      "vote_date": "2021-11-17",
      "roll_call_url": "https://www.congress.gov/bill/117th-congress/house-resolution/789/actions",
      "why_it_matters": "Voted against censuring Gosar for posting an animated video depicting the killing of Rep. Ocasio-Cortez, despite publicly condemning the video as having 'no excuse or justification.'",
      "category": "reversal"
    },
    {
      "bill_id": "H.R. 8404",
      "title": "Respect for Marriage Act",
      "vote": "yea",
      "vote_date": "2022-12-08",
      "roll_call_url": "https://clerk.house.gov/Votes/2022513",
      "why_it_matters": "One of only 39 House Republicans to vote for codifying federal recognition of same-sex marriage, breaking from the majority of her party.",
      "category": "party_defection"
    },
    {
      "bill_id": "H.R. 3746",
      "title": "Fiscal Responsibility Act of 2023",
      "vote": "yea",
      "vote_date": "2023-05-31",
      "roll_call_url": "https://www.congress.gov/roll-call-votes/118th-congress/1st-session/h283",
      "why_it_matters": "Voted to raise the debt ceiling after previously opposing a 2021 increase, accepting compromise to avoid default.",
      "category": "reversal"
    },
    {
      "bill_id": "H.R. 8035",
      "title": "Ukraine Security Supplemental Appropriations Act, 2024",
      "vote": "yea",
      "vote_date": "2024-04-20",
      "roll_call_url": "https://clerk.house.gov/Votes/2024151",
      "why_it_matters": "Voted for $60.8 billion in Ukraine aid after previously voting against some Ukraine aid packages, supporting defense of an ally against Russian aggression.",
      "category": "reversal"
    },
    {
      "bill_id": "H.R. 2 (One Big Beautiful Bill Act)",
      "title": "One Big Beautiful Bill Act",
      "vote": "yea",
      "vote_date": "2025-05-22",
      "roll_call_url": "https://hinson.house.gov/media/press-releases/hinson-promises-made-promises-kept-iowans",
      "why_it_matters": "Voted for sweeping legislation that extended tax cuts, imposed new Medicaid work requirements, and cut green energy tax breaks, aligning with major donor interests and drawing constituent backlash at town halls.",
      "category": "donor_aligned"
    }
  ],

  "constituency_baseline": {
    "baseline": {
      "district_summary": "Iowa's 2nd Congressional District covers the northeastern part of the state, including Cedar Rapids, Dubuque, Waterloo, and Grinnell. It is a mix of urban, suburban, and rural communities with a median household income of approximately $69,384 and a population that is 85.9% White. The district leans Republican (Cook PVI R+4) but has been competitive in recent elections, voting for Barack Obama in 2008 and 2012, Donald Trump in 2016, and Republican candidates in subsequent statewide races. Major economic sectors include advanced manufacturing, healthcare, agriculture and biofuels, financial services, and renewable energy.",
      "top_employers": [
        {
          "name": "John Deere (Deere & Company)",
          "employees": 4650,
          "source_url": "https://livethevalley.com/work/"
        },
        {
          "name": "Tyson Fresh Meats",
          "employees": 3120,
          "source_url": "https://livethevalley.com/work/"
        },
        {
          "name": "UnityPoint Health",
          "employees": 32000,
          "source_url": "https://www.indeed.com/cmp/UnityPoint-Health"
        }
      ],
      "dominant_industries": [
        {
          "naics": "31-33",
          "share": 0.18,
          "source_url": "https://www.census.gov/mycd/?st=19&cd=02"
        },
        {
          "naics": "62",
          "share": 0.16,
          "source_url": "https://www.census.gov/mycd/?st=19&cd=02"
        },
        {
          "naics": "44-45",
          "share": 0.12,
          "source_url": "https://www.census.gov/mycd/?st=19&cd=02"
        }
      ],
      "recent_ballot_measures": [
        {
          "name": "Amendment 1 - Right to Keep and Bear Arms",
          "year": 2022,
          "result": "passed",
          "margin": "65.2% yes to 34.8% no",
          "source_url": "https://www.nbcnews.com/politics/2022-elections/iowa-ballot-measures"
        },
        {
          "name": "Amendment 1 - Citizenship Requirement to Vote / Lower Voting Age to 18",
          "year": 2024,
          "result": "passed",
          "margin": "majority yes",
          "source_url": "https://www.thegazette.com/state-elections/iowans-will-find-two-constitutional-amendments-on-this-years-ballot/"
        }
      ],
      "demographic_anchors": [
        {
          "label": "Median household income",
          "value": "$69,384",
          "source_url": "https://en.wikipedia.org/wiki/Iowa%27s_2nd_congressional_district"
        },
        {
          "label": "Population",
          "value": "791,219 (2023)",
          "source_url": "https://en.wikipedia.org/wiki/Iowa%27s_2nd_congressional_district"
        },
        {
          "label": "White alone, non-Hispanic",
          "value": "85.9%",
          "source_url": "https://en.wikipedia.org/wiki/Iowa%27s_2nd_congressional_district"
        },
        {
          "label": "Homeownership rate",
          "value": "74.0%",
          "source_url": "https://legisletter.org/legislator/ashley-hinson-H001091/district"
        }
      ]
    }
  }
}
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