Congress Monitor Build Handoff

Area: Full Workup (one official, all sections) (eo_full_workup) Filed: 2026-05-01T02:07:35.909Z Source: External LLM via /handoff/congress (attempt #68918) Resolved official: Donald S. Beyer (entity #11121) Ingest result: 27 facts · 26 sources · 4 voting_records · 1 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": "Donald S. Beyer",
    "bioguide_id": "B001292"
  },
  "donor_mapping": {
    "facts": [
      {
        "fact_text": "Representative Don Beyer raised $12.5 million from 2013 through 2024, with top industries including Lawyers/Law Firms ($1,011,024), Real Estate ($943,102), and Automotive ($568,674).",
        "date_occurred": null,
        "confidence": "secondary",
        "source_url": "https://www.opensecrets.org/members-of-congress/don-beyer/summary?cid=N00036018&cycle=CAREER&type=I"
      },
      {
        "fact_text": "Beyer's top career contributors include Akin, Gump et al ($101,808), Northrop Grumman ($80,410), and L3Harris Technologies ($64,500), with Automotive Free International Trade PAC contributing $60,000.",
        "date_occurred": null,
        "confidence": "secondary",
        "source_url": "https://www.opensecrets.org/members-of-congress/don-beyer/summary?cid=N00036018&cycle=CAREER&type=I"
      },
      {
        "fact_text": "Beyer's family owned Beyer Automotive Group, a network of automobile dealerships in Northern Virginia. He divested his interest in the dealerships to his brother in 2019.",
        "date_occurred": "2019-01-01",
        "confidence": "secondary",
        "source_url": "https://haigpartners.com/beyer-automotive-group-of-virginia-sells-its-eight-dealerships/"
      },
      {
        "fact_text": "In the 2023-2024 cycle, Beyer received 37.93% of his campaign funds from PACs, a high proportion for a House Democrat centered in a safe seat.",
        "date_occurred": null,
        "confidence": "secondary",
        "source_url": "https://www.opensecrets.org/members-of-congress/expenditures?cycle=2024&cid=N00036018"
      }
    ],
    "connections": [
      {
        "donor_entity_name": "Automotive Free International Trade PAC",
        "relationship_type": "pac_donor",
        "description": "2013-2024 cycle: $60,000 from Automotive Free International Trade PAC (OpenSecrets)",
        "confidence": "secondary",
        "source_url": "https://www.opensecrets.org/members-of-congress/don-beyer/summary?cid=N00036018&cycle=CAREER&type=I"
      }
    ]
  },
  "silences": {
    "no_data": true,
    "reason": "No verified silence was identified with both a clear policy topic where weight was expected and primary-source evidence of active engagement on adjacent matters during the same window."
  },
  "contradictions": {
    "no_data": true,
    "reason": "No publicly documented contradictions with independent sourcing meeting the criteria were found."
  },
  "telling_votes": [
    {
      "bill_id": "H.R. 29",
      "title": "Laken Riley Act (mandatory ICE detention for certain non-citizens)",
      "vote": "nay",
      "vote_date": "2025-01-07",
      "roll_call_url": "https://clerk.house.gov/Votes/20256",
      "why_it_matters": "Beyer voted against the Laken Riley Act, aligning with immigrant-rights advocates. His district is 20% Hispanic and home to many immigrant communities. The vote opposed the Republican majority and a bloc of 48 Democrats who crossed over.",
      "category": "constituent_aligned"
    },
    {
      "bill_id": "H.R. 8034",
      "title": "Israel Security Supplemental Appropriations Act, 2024 (Israel aid)",
      "vote": "nay",
      "vote_date": "2024-02-06",
      "roll_call_url": "https://www.congress.gov/bill/118th-congress/house-bill/8034",
      "why_it_matters": "Beyer was one of 37 Democrats opposing Israel aid. He later issued a statement criticizing Israel's government for civilian casualties and lack of accountability, breaking with the Democratic majority that supported the bill. This positioned him with the progressive wing while potentially alienating pro-Israel donors.",
      "category": "party_defection"
    },
    {
      "bill_id": "H.R. 6090",
      "title": "Antisemitism Awareness Act of 2023",
      "vote": "nay",
      "vote_date": "2024-05-01",
      "roll_call_url": "https://clerk.house.gov/Votes/2024172",
      "why_it_matters": "Beyer voted against the Antisemitism Awareness Act, joining 70 Democrats concerned about free speech and the IHRA definition conflating criticism of Israel with antisemitism. The vote demonstrated a positioning on a contentious issue that divided both parties.",
      "category": "party_defection"
    },
    {
      "bill_id": "H.J.Res.26",
      "title": "Disapproving D.C. Council's Revised Criminal Code Act of 2022",
      "vote": "nay",
      "vote_date": "2023-02-09",
      "roll_call_url": "https://www.congress.gov/bill/118th-congress/house-joint-resolution/26",
      "why_it_matters": "Beyer voted against the congressional disapproval of D.C.'s revised criminal code, defending home rule. His Northern Virginia district is culturally and economically intertwined with D.C., and the vote aligned with his constituents' support for D.C. self-governance over 'tough on crime' messaging.",
      "category": "constituent_aligned"
    }
  ],
  "constituency_baseline": {
    "baseline": {
      "district_summary": "Virginia's 8th Congressional District encompasses the Northern Virginia suburbs directly across the Potomac River from Washington, D.C., including Arlington County, the cities of Alexandria and Falls Church, and portions of Fairfax County. It is one of the wealthiest and most educated districts in the country, with a median household income of $131,383, a poverty rate of 7.72%, and 65.8% of adults holding a bachelor's degree or higher. The population of about 777,000 is diverse: 52% White, 20% Hispanic, 13% Black, and 12% Asian. The federal government, defense contractors, and technology firms are major employers. Homeownership is low (51.2%) with a median property value of $764,800, and the district is a hub for government-adjacent professionals and knowledge workers. Politically, it is one of the safest Democratic seats in the country.",
      "top_employers": [
        {
          "name": "U.S. Department of Defense (Pentagon)",
          "employees": 26000,
          "source_url": "https://www.defense.gov/About/"
        },
        {
          "name": "Amazon.com Inc.",
          "employees": 15000,
          "source_url": "https://www.virginia.org/media/press-releases/amazon-hq2/"
        },
        {
          "name": "Virginia Hospital Center",
          "employees": 3000,
          "source_url": "https://www.virginia.org/listing/virginia-hospital-center/5672/"
        },
        {
          "name": "Northrop Grumman",
          "employees": 2500,
          "source_url": "https://www.northropgrumman.com/corporate-responsibility/corporate-citizenship/locations/"
        },
        {
          "name": "George Mason University",
          "employees": 6000,
          "source_url": "https://www.gmu.edu/about"
        }
      ],
      "dominant_industries": [
        {
          "naics": "54",
          "share": 26.1,
          "source_url": "https://datausa.io/profile/geo/congressional-district-8-va"
        },
        {
          "naics": "92",
          "share": 20.0,
          "source_url": "https://datausa.io/profile/geo/congressional-district-8-va"
        },
        {
          "naics": "62",
          "share": 12.5,
          "source_url": "https://datausa.io/profile/geo/congressional-district-8-va"
        },
        {
          "naics": "51",
          "share": 10.0,
          "source_url": "https://datausa.io/profile/geo/congressional-district-8-va"
        }
      ],
      "recent_ballot_measures": [
        {
          "name": "Virginia Redistricting Commission Amendment (Question 1)",
          "year": 2020,
          "result": "passed",
          "margin": "65% Yes - 35% No",
          "source_url": "https://historical.elections.virginia.gov/ballot_questions/view/2020_statewide_question_1"
        },
        {
          "name": "Virginia Right to Reproductive Freedom Amendment (Question 1)",
          "year": 2022,
          "result": "passed",
          "margin": "67% Yes - 33% No",
          "source_url": "https://historical.elections.virginia.gov/ballot_questions/view/2022_statewide_question_1"
        }
      ],
      "demographic_anchors": [
        {
          "label": "median household income",
          "value": "$131,383",
          "source_url": "https://datausa.io/profile/geo/congressional-district-8-va"
        },
        {
          "label": "poverty rate",
          "value": "7.72%",
          "source_url": "https://datausa.io/profile/geo/congressional-district-8-va"
        },
        {
          "label": "bachelor's degree or higher",
          "value": "65.8%",
          "source_url": "https://datausa.io/profile/geo/congressional-district-8-va"
        },
        {
          "label": "White alone (non-Hispanic)",
          "value": "52%",
          "source_url": "https://datausa.io/profile/geo/congressional-district-8-va"
        },
        {
          "label": "Black or African American alone",
          "value": "13%",
          "source_url": "https://datausa.io/profile/geo/congressional-district-8-va"
        },
        {
          "label": "Hispanic or Latino (any race)",
          "value": "20.1%",
          "source_url": "https://datausa.io/profile/geo/congressional-district-8-va"
        },
        {
          "label": "Asian alone",
          "value": "12%",
          "source_url": "https://datausa.io/profile/geo/congressional-district-8-va"
        }
      ]
    }
  }
}