Intelligence Synthesis · May 2, 2026
Research Brief
Congress Handoff: Full Workup (one officialall sections) — 2026-05-02 (John W. Rose)

Congress Monitor Build Handoff

Area: Full Workup (one official, all sections) (eo_full_workup) Filed: 2026-05-02T08:18:53.861Z Source: External LLM via /handoff/congress (attempt #74673) Resolved official: John W. Rose (entity #11048) Ingest result: 28 facts · 26 sources · 1 contradictions · 3 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": "John W. Rose",
    "bioguide_id": "R000612"
  },
  "donor_mapping": {
    "facts": [
      {
        "fact_text": "In the 2023-2024 election cycle, Rep. John Rose's campaign committee raised $1,102,569. Top contributing industries: Retired ($271,080), Health Professionals ($91,282), Real Estate ($86,854), Commercial Banks ($62,851), Insurance ($47,551).",
        "date_occurred": "2024-07-12",
        "confidence": "secondary",
        "source_url": "https://www.opensecrets.org/members-of-congress/summary?cid=N00041599"
      },
      {
        "fact_text": "Rose is an eighth-generation farmer, former Tennessee Commissioner of Agriculture (2002-2003), and serves on both the House Agriculture Committee and House Financial Services Committee — a rare dual 'A' committee assignment requiring a Steering Committee waiver.",
        "date_occurred": "2023-01-17",
        "confidence": "secondary",
        "source_url": "https://johnrose.house.gov/media/press-releases/us-rep-rose-appointed-serve-house-agriculture-committee"
      },
      {
        "fact_text": "In the 2025-2026 election cycle (through Dec 31, 2025), Rose's campaign committee raised $73,810, including $46,310 in individual contributions and $15,500 in PAC contributions.",
        "date_occurred": "2025-12-31",
        "confidence": "primary",
        "source_url": "https://www.fec.gov/data/candidate/H8TN06094/?tab=summary"
      },
      {
        "fact_text": "Rose self-financed his gubernatorial campaign with over $6 million in contributions, according to his 2025 filing. His gubernatorial campaign reported $6,456,005 in total receipts including millions in candidate self-funding.",
        "date_occurred": "2025-12-31",
        "confidence": "secondary",
        "source_url": "https://tristardaily.com/political-notebook-show-me-the-money-campaign-finance-reports-edition/"
      },
      {
        "fact_text": "Rose serves on the House Financial Services Subcommittee on Consumer Protection and Financial Institutions. Commercial Banks contributed $62,851 in the 2023-2024 cycle ($42,351 individuals, $20,500 PACs).",
        "date_occurred": "2024-07-12",
        "confidence": "secondary",
        "source_url": "https://www.opensecrets.org/members-of-congress/summary?cid=N00041599"
      },
      {
        "fact_text": "Rose requested a $40 million earmark for Nashville's East Bank Development in the 2024 appropriations cycle, the sole earmark he requested, for 6 million square feet of development including a performing arts center, housing, and the new Titans stadium.",
        "date_occurred": "2024-10-18",
        "confidence": "secondary",
        "source_url": "https://www.openthebooks.com/fox17-tennessee-reps-request-earmarks/#mainContent"
      }
    ],
    "connections": [
      {
        "donor_entity_name": "National Assn of Realtors",
        "relationship_type": "pac_donor",
        "description": "2024: Real Estate industry PACs contributed $36,500. NAR is the dominant real estate PAC donor to federal candidates.",
        "confidence": "secondary",
        "source_url": "https://www.opensecrets.org/members-of-congress/summary?cid=N00041599"
      },
      {
        "donor_entity_name": "Advance Financial",
        "relationship_type": "major_donor",
        "description": "2024: $13,200 in individual contributions from employees/owners. Advance Financial is a Tennessee-based financial services company.",
        "confidence": "secondary",
        "source_url": "https://www.opensecrets.org/members-of-congress/summary?cid=N00041599"
      }
    ]
  },
  "silences": {
    "no_data": true,
    "reason": "No falsifiable silence identified with independent evidence of the official's active commentary on adjacent topics during a defined window."
  },
  "contradictions": {
    "claims": [
      {
        "claim_text": "\"Tennesseans sent me to Washington to make difficult decisions on how to spend their hard-earned taxpayer dollars and not take the easy route by voting for a CR that extends inflationary spending into the lame duck session of Congress. With the national debt well over $35 trillion and government deficits topping $1.7 trillion a year, I could not in good conscience support a continuation of the status quo. Washington must take after Tennessee and restore fiscal constraint or risk driving the future prosperity of our country off an insurmountable fiscal ledge.\"",
        "claim_date": "2024-09-25",
        "claim_type": "statement",
        "source_url": "https://johnrose.house.gov/media/press-releases/us-rep-rose-votes-no-another-continuing-resolution-1"
      },
      {
        "claim_text": "Congressman John Rose requested one $40 million earmark for Metro Nashville's East Bank Development, covering 6 million square feet of new development, a performing arts center, new housing, and the new Titans stadium.",
        "claim_date": "2024-10-18",
        "claim_type": "disclosure",
        "source_url": "https://www.openthebooks.com/fox17-tennessee-reps-request-earmarks/#mainContent"
      }
    ],
    "contradictions": [
      {
        "claim_a_idx": 0,
        "claim_b_idx": 1,
        "type": "statement_vs_disclosure",
        "severity": "medium",
        "narrative": "Rose publicly condemned 'inflationary spending' and pledged fiscal restraint while simultaneously requesting a $40 million earmark for Nashville's East Bank entertainment and stadium development — a classic example of anti-spending rhetoric paired with pork-barrel requests for one's own district."
      }
    ]
  },
  "telling_votes": [
    {
      "bill_id": "H.R. 8035",
      "title": "Ukraine Security Supplemental Appropriations Act, 2024",
      "vote": "nay",
      "vote_date": "2024-04-20",
      "roll_call_url": "https://clerk.house.gov/evs/2024/roll151.xml",
      "why_it_matters": "Rose voted against $60.84 billion in Ukraine aid, joining the majority of House Republicans (112 opposed, 101 supported). He simultaneously voted 'Yes' on the Israel aid package (H.R. 8034), drawing a sharp contrast between his unwavering support for Israel and opposition to Ukraine funding. The GOP for Ukraine organization gave him an 'F' grade, noting he consistently opposed Ukraine aid across multiple measures.",
      "category": "party_defection"
    },
    {
      "bill_id": "H.R. 9747",
      "title": "Continuing Appropriations and Extensions Act, 2025",
      "vote": "nay",
      "vote_date": "2024-09-25",
      "roll_call_url": "https://clerk.house.gov/Votes/2024450",
      "why_it_matters": "Rose was one of only 82 House members and just three Tennessee Republicans (with Burchett and Ogles) to vote against this continuing resolution that passed 341-82. He opposed the CR because it did not include the SAVE Act for election integrity or significant spending cuts, breaking with the overwhelming majority of his party and the House.",
      "category": "party_defection"
    },
    {
      "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/Votes/2025190",
      "why_it_matters": "Rose voted with all 218 Republicans on this 218-214 party-line final vote enacting sweeping budget reconciliation with deep cuts to Medicaid and SNAP alongside permanent tax cuts. TN-06 has 13.8% poverty and an estimated 20%+ of constituents rely on Medicaid. Top donor sectors — real estate, commercial banks, and insurance — stood to benefit from the bill's tax provisions. Notably, Rose initially opposed the bill in May over the SALT deduction cap increase (calling it a 'bailout for Democrat Governors paid for by red states'), but reversed to support the final version, creating a cross-pressure between donor-aligned fiscal policy and constituent material interests.",
      "category": "cross_pressure"
    }
  ],
  "constituency_baseline": {
    "baseline": {
      "district_summary": "Tennessee's 6th Congressional District encompasses all or parts of 19 counties in Middle Tennessee, stretching from the northern Nashville suburbs in Sumner and Wilson counties eastward through the Cumberland Plateau to Cookeville and the Upper Cumberland region. The district has a population of approximately 788,325 and is rated R+36 (safe Republican). The economy blends agriculture (Rose is an eighth-generation farmer), manufacturing, healthcare, and growing suburban/exurban communities near Nashville. The district is 79.4% White, with a median household income of $69,359 — above the national median but below many suburban districts. Key indicators: 13.8% poverty rate, 67.9% homeownership, 28.8% hold a bachelor's degree, and a median age of 39.5. The district includes Tennessee Tech University in Cookeville and portions of rapidly growing Williamson and Rutherford counties. Rose has represented the district since 2019.",
      "top_employers": [
        {
          "name": "Tennessee Technological University",
          "employees": 1500,
          "source_url": "https://datausa.io/profile/geo/congressional-district-6-tn"
        },
        {
          "name": "Cookeville Regional Medical Center",
          "employees": 2500,
          "source_url": "https://datausa.io/profile/geo/congressional-district-6-tn"
        },
        {
          "name": "Nissan North America (Smyrna plant, adjacent district border)",
          "employees": 8000,
          "source_url": "https://datausa.io/profile/geo/congressional-district-6-tn"
        },
        {
          "name": "Sumner County Schools",
          "employees": 4000,
          "source_url": "https://datausa.io/profile/geo/congressional-district-6-tn"
        },
        {
          "name": "Rutherford County Government",
          "employees": 3000,
          "source_url": "https://datausa.io/profile/geo/congressional-district-6-tn"
        }
      ],
      "dominant_industries": [
        {
          "naics": "6221",
          "share": 0.155,
          "source_url": "https://datausa.io/profile/geo/congressional-district-6-tn"
        },
        {
          "naics": "6113",
          "share": 0.098,
          "source_url": "https://datausa.io/profile/geo/congressional-district-6-tn"
        },
        {
          "naics": "44-45",
          "share": 0.092,
          "source_url": "https://datausa.io/profile/geo/congressional-district-6-tn"
        },
        {
          "naics": "111",
          "share": 0.071,
          "source_url": "https://datausa.io/profile/geo/congressional-district-6-tn"
        },
        {
          "naics": "5241",
          "share": 0.063,
          "source_url": "https://datausa.io/profile/geo/congressional-district-6-tn"
        }
      ],
      "recent_ballot_measures": [
        {
          "name": "Constitutional Amendment 1: Right-to-Work",
          "year": 2022,
          "result": "passed",
          "margin": "69.7% Yes – 30.3% No",
          "source_url": "https://sos.tn.gov/elections/results"
        }
      ],
      "demographic_anchors": [
        {
          "label": "Median household income",
          "value": "$69,359 (2024)",
          "source_url": "https://datausa.io/profile/geo/congressional-district-6-tn"
        },
        {
          "label": "Poverty rate",
          "value": "13.8%",
          "source_url": "https://datausa.io/profile/geo/congressional-district-6-tn"
        },
        {
          "label": "Bachelor's degree or higher",
          "value": "28.8%",
          "source_url": "https://legisletter.org/legislator/john-rose-R000612/district"
        },
        {
          "label": "Homeownership rate",
          "value": "67.9%",
          "source_url": "https://legisletter.org/legislator/john-rose-R000612/district"
        },
        {
          "label": "Population",
          "value": "788,325 (2024)",
          "source_url": "https://datausa.io/profile/geo/congressional-district-6-tn"
        }
      ]
    }
  }
}
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