Congress Monitor Build Handoff

Area: Full Workup (one official, all sections) (eo_full_workup) Filed: 2026-04-21T19:55:00.091Z Source: External LLM via /handoff/congress Resolved official: Virginia Foxx (entity #3661) Ingest result: 13 facts · 13 sources · 1 silences · 1 contradictions · 2 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": "Virginia Foxx",
    "bioguide_id": "F000450"
  },
  "donor_mapping": {
    "facts": [
      {
        "fact_text": "Representative Foxx's 2024 campaign cycle has seen significant support from the education and finance sectors, reflecting her position as Chairwoman of the House Education and the Workforce Committee.",
        "date_occurred": "2024-03-31",
        "confidence": "primary",
        "source_url": "https://docquery.fec.gov/cgi-bin/forms/C00386748/1772424/"
      }
    ],
    "connections": [
      {
        "donor_entity_name": "National Association of Realtors",
        "relationship_type": "pac_donor",
        "description": "2024: $10,000 via Realtors PAC",
        "confidence": "primary",
        "source_url": "https://www.fec.gov/data/committee/C00030718/?tab=spending"
      },
      {
        "donor_entity_name": "American Bankers Association",
        "relationship_type": "pac_donor",
        "description": "2024: $10,000 via American Bankers Association PAC",
        "confidence": "primary",
        "source_url": "https://www.fec.gov/data/committee/C00004275/?tab=spending"
      }
    ]
  },
  "silences": [
    {
      "topic": "Corporate Price Gouging in Grocery Sector",
      "expected_position": "As a representative of a district with high food-cost sensitivity and a member of leadership, a stance on the 'Shrinkflation Prevention Act' or similar regulatory oversight was expected.",
      "window_start": "2024-02-01",
      "window_end": "2024-04-15",
      "evidence_summary": "Actively released multiple statements regarding FAFSA rollout delays and Title IX changes during this window, showing high communications volume on regulatory overreach, yet omitted grocery pricing.",
      "primary_url": "https://foxx.house.gov/news/documentsingle.aspx?DocumentID=400305"
    }
  ],
  "contradictions": {
    "claims": [
      {
        "claim_text": "Expressed commitment to fiscal responsibility and 'slashing' government spending to reduce national debt.",
        "claim_date": "2023-04-19",
        "claim_type": "statement",
        "source_url": "https://foxx.house.gov/news/documentsingle.aspx?DocumentID=400249"
      },
      {
        "claim_text": "Voted for the Further Consolidated Appropriations Act, 2024 (H.Res. 1102), which provided significant funding increases for various agencies.",
        "claim_date": "2024-03-22",
        "claim_type": "vote",
        "source_url": "https://clerk.house.gov/Votes/2024102"
      }
    ],
    "contradictions": [
      {
        "claim_a_idx": 0,
        "claim_b_idx": 1,
        "type": "platform_vs_vote",
        "severity": "medium",
        "narrative": "Foxx maintains a public platform of strict fiscal conservatism while voting for large-scale omnibus spending packages that her caucus members criticized as inflationary."
      }
    ]
  },
  "telling_votes": [
    {
      "bill_id": "H.R. 5",
      "title": "Parents Bill of Rights Act",
      "vote": "yea",
      "vote_date": "2023-03-24",
      "roll_call_url": "https://clerk.house.gov/Votes/2023161",
      "why_it_matters": "Directly aligned with Foxx's legislative priority as Education Chair, centralizing federal oversight on local school board transparency.",
      "category": "donor_aligned"
    },
    {
      "bill_id": "H.J.Res. 88",
      "title": "Providing for congressional disapproval of the rule submitted by the Department of Education relating to 'Income-Driven Repayment (IDR) Plans'",
      "vote": "yea",
      "vote_date": "2023-12-07",
      "roll_call_url": "https://clerk.house.gov/Votes/2023710",
      "why_it_matters": "Effort to block student loan forgiveness, a key policy tension point for her district's younger demographics vs. fiscal donors.",
      "category": "donor_aligned"
    }
  ],
  "constituency_baseline": {
    "baseline": {
      "district_summary": "North Carolina's 5th District covers the northwestern portion of the state, including Boone and Winston-Salem. It is characterized by a mix of educational institutions and a historical manufacturing base transitioning to healthcare and tech.",
      "top_employers": [
        {
          "name": "Atrium Health Wake Forest Baptist",
          "employees": 20000,
          "source_url": "https://www.winstonsalem.com/economic-development/major-employers/"
        },
        {
          "name": "Appalachian State University",
          "employees": 3000,
          "source_url": "https://www.appstate.edu/about/"
        }
      ],
      "dominant_industries": [
        {
          "naics": "62",
          "share": 0.18,
          "source_url": "https://data.census.gov/profile/Congress_District_5,_North_Carolina?g=500XX00US3705"
        },
        {
          "naics": "31-33",
          "share": 0.14,
          "source_url": "https://data.census.gov/profile/Congress_District_5,_North_Carolina?g=500XX00US3705"
        }
      ],
      "recent_ballot_measures": [
        {
          "name": "North Carolina Right to Hunt and Fish Amendment",
          "year": 2018,
          "result": "passed",
          "margin": "57.7%",
          "source_url": "https://results.enr.sosnc.gov/"
        }
      ],
      "demographic_anchors": [
        {
          "label": "Median Household Income",
          "value": "$58,211",
          "source_url": "https://data.census.gov/profile/Congress_District_5,_North_Carolina?g=500XX00US3705"
        },
        {
          "label": "Bachelor's Degree or Higher",
          "value": "29.4%",
          "source_url": "https://data.census.gov/profile/Congress_District_5,_North_Carolina?g=500XX00US3705"
        }
      ]
    }
  }
}