Goblin House
Goblin House
Area: Full Workup (one official, all sections) (eo_full_workup)
Filed: 2026-05-02T07:48:38.968Z
Source: External LLM via /handoff/congress (attempt #74573)
Resolved official: John J. McGuire (entity #10833)
Ingest result: 24 facts · 23 sources · 2 voting_records · 2 skipped
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.
{
"target_official": {
"name": "John J. McGuire",
"bioguide_id": "M001239"
},
"donor_mapping": {
"facts": [
{
"fact_text": "In the 2024 election cycle, John McGuire raised $1,399,474: 58.4% from large individual contributions ($817,241), 5.6% from PACs ($79,000), 3.3% from small donors ($46,762), and 32.6% from other sources including transfers. He spent $1,297,223.",
"date_occurred": "2024-12-31",
"confidence": "secondary",
"source_url": "https://www.opensecrets.org/races/candidates?cycle=2024&id=VA05&spec=N"
},
{
"fact_text": "Pro-Israel groups contributed $450,512 in outside support to McGuire's 2024 primary campaign, according to OpenSecrets. The Republican Jewish Coalition endorsed him and ran ads against incumbent Bob Good.",
"date_occurred": "2024-06-18",
"confidence": "secondary",
"source_url": "https://www.opensecrets.org/elections/outside-spending/pro-israel?cycle=2024"
},
{
"fact_text": "The Conservative Outsider PAC spent $2,130,141 opposing Bob Good in the 2024 VA-05 Republican primary, aiding McGuire's narrow 374-vote victory.",
"date_occurred": "2024-06-18",
"confidence": "secondary",
"source_url": "https://www.opensecrets.org/outside-spending/detail?cmte=C00827793&cycle=2024"
},
{
"fact_text": "In Virginia state races (2018–2024), McGuire's top donor was Reliable Paving And Concrete at $250,000, followed by the Republican Party of Virginia at $53,976 and the Virginia Auto Dealers Association at $24,200.",
"date_occurred": "2024-12-31",
"confidence": "secondary",
"source_url": "https://origin.vpap.org/candidates/159846/top_donors/"
},
{
"fact_text": "In the 2025–2026 cycle (through Dec 31, 2025), McGuire's campaign committee raised $872,444: $439,960 from individual contributions and $225,551 from other committee contributions (PACs).",
"date_occurred": "2025-12-31",
"confidence": "primary",
"source_url": "https://www.fec.gov/data/candidate/H0VA07133/?tab=summary"
}
],
"connections": [
{
"donor_entity_name": "Republican Jewish Coalition",
"relationship_type": "major_donor",
"description": "2024: The RJC Victory Fund spent $450,512 in outside expenditures supporting McGuire's primary campaign against Bob Good. The RJC formally endorsed McGuire in the primary.",
"confidence": "secondary",
"source_url": "https://www.jns.org/virginia-certifies-mcguire-over-good-in-razor-thin-5th-district-primary/"
},
{
"donor_entity_name": "National Assn of Realtors",
"relationship_type": "pac_donor",
"description": "2024 cycle: $10,000 direct PAC contribution to McGuire's campaign, per OpenSecrets.",
"confidence": "secondary",
"source_url": "https://www.opensecrets.org/races/candidates?cycle=2024&id=VA05&spec=N"
}
]
},
"silences": {
"no_data": true,
"reason": "No falsifiable policy silence identified with evidence of the official's active commentary on adjacent topics during a defined window."
},
"contradictions": {
"no_data": true,
"reason": "No contradictory statements or platform-vote conflicts verified from independent primary or secondary outlets with distinct hostnames for this freshman official."
},
"telling_votes": [
{
"bill_id": "H.R. 1",
"title": "One Big Beautiful Bill Act (Budget Reconciliation – Concurrence in Senate Amendment)",
"vote": "yea",
"vote_date": "2025-07-03",
"roll_call_url": "https://clerk.house.gov/evs/2025/roll190.xml",
"why_it_matters": "McGuire voted with 218 Republicans on this near-party-line vote (218–214) to enact sweeping budget reconciliation that included deep cuts to Medicaid and SNAP alongside major tax cuts. VA-05 has a 12.9% poverty rate and 15.7% of constituents rely on Medicaid; cuts to safety-net programs posed material risk to these households. Simultaneously, top donor interests (pro-growth tax provisions, defense spending) aligned with the bill. Constituent groups organized protests outside McGuire's Lynchburg office in opposition.",
"category": "cross_pressure"
},
{
"bill_id": "H.R. 22",
"title": "Safeguard American Voter Eligibility (SAVE) Act",
"vote": "yea_unverified",
"vote_date": "2025-04-10",
"roll_call_url": "https://www.congress.gov/bill/119th-congress/house-bill/22",
"why_it_matters": "McGuire voted to require documentary proof of citizenship for voter registration. VA-05 is 19.9% Black and 4.6% Hispanic; civil-rights groups argued the documentation requirements would disproportionately disenfranchise minority, elderly, and low-income voters. The bill passed 220–208 on a near-party-line vote. The tension: constituent access to the ballot versus a core Republican campaign pledge McGuire ran on.",
"category": "cross_pressure"
}
],
"constituency_baseline": {
"baseline": {
"district_summary": "Virginia's 5th Congressional District stretches from the northern suburbs of Richmond through rural Southside Virginia to the North Carolina border, covering more than two dozen counties and cities including Lynchburg, Danville, and Charlottesville. It is Virginia's largest district by area and is rated R+15 (stable Republican). The population of approximately 798,600 is 69.8% White, 19.9% Black, and 4.6% Hispanic. The economy blends higher education (University of Virginia, Liberty University), healthcare, nuclear/defense manufacturing (BWX Technologies, Framatome), insurance (Genworth, Pacific Life), and agriculture. The district has a median household income of $72,558, a 12.9% poverty rate, 70% homeownership, and 15.7% of residents rely on Medicaid. Charlottesville and Albemarle County form a Democratic-leaning northern anchor in an otherwise deep-red district.",
"top_employers": [
{
"name": "University of Virginia",
"employees": 16000,
"source_url": "https://datausa.io/profile/geo/congressional-district-5-va"
},
{
"name": "Liberty University",
"employees": 13000,
"source_url": "https://www.zoominfo.com/c/liberty-university/12873346"
},
{
"name": "Centra Health",
"employees": 7800,
"source_url": "https://scoutplaces.com/lynchburg-va-jobs-economy-overview/"
},
{
"name": "BWX Technologies",
"employees": 7000,
"source_url": "https://yeslynchburgregion.org/key-industries/nuclear-energy-technology/"
},
{
"name": "Framatome Inc.",
"employees": 2000,
"source_url": "https://yeslynchburgregion.org/key-industries/nuclear-energy-technology/"
}
],
"dominant_industries": [
{
"naics": "62",
"share": 0.151,
"source_url": "https://datausa.io/profile/geo/congressional-district-5-va"
},
{
"naics": "61",
"share": 0.131,
"source_url": "https://datausa.io/profile/geo/congressional-district-5-va"
},
{
"naics": "44-45",
"share": 0.111,
"source_url": "https://datausa.io/profile/geo/congressional-district-5-va"
},
{
"naics": "31-33",
"share": 0.082,
"source_url": "https://yeslynchburgregion.org/key-industries/"
},
{
"naics": "54",
"share": 0.068,
"source_url": "https://datausa.io/profile/geo/congressional-district-5-va"
}
],
"recent_ballot_measures": [
{
"name": "Question 1: Virginia Redistricting Commission Amendment",
"year": 2020,
"result": "passed",
"margin": "65.7% Yes – 34.3% No",
"source_url": "https://www.vpap.org/elections/ballot-questions/2020/"
}
],
"demographic_anchors": [
{
"label": "Median household income",
"value": "$72,558 (2024)",
"source_url": "https://datausa.io/profile/geo/congressional-district-5-va"
},
{
"label": "Poverty rate",
"value": "12.9%",
"source_url": "https://datausa.io/profile/geo/congressional-district-5-va"
},
{
"label": "Medicaid enrollment",
"value": "15.7% of district population",
"source_url": "https://datausa.io/profile/geo/congressional-district-5-va"
},
{
"label": "Bachelor's degree or higher",
"value": "34.3%",
"source_url": "https://legisletter.org/legislator/john-mcguire-M001239/district"
},
{
"label": "Homeownership rate",
"value": "70.0%",
"source_url": "https://legisletter.org/legislator/john-mcguire-M001239/district"
}
]
}
}
}