Congress Monitor Build Handoff

Area: Full Workup (one official, all sections) (eo_full_workup) Filed: 2026-05-03T06:43:29.098Z Source: External LLM via /handoff/congress (attempt #81232) Resolved official: Scott Franklin (entity #10898) Ingest result: 40 facts · 40 sources · 1 silences · 2 contradictions · 6 voting_records

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": "Scott Franklin", "bioguide_id": "F000472" },

"donor_mapping": { "facts": [ { "fact_text": "In the 2023-2024 cycle, Franklin's campaign raised $815,897 total, with $376,419 from individuals and $439,400 from other committees, per FEC filings.", "date_occurred": "2024-12-31", "confidence": "primary", "source_url": "https://www.fec.gov/data/candidate/H0FL15104/?cycle=2024" }, { "fact_text": "The American Israel Public Affairs Cmte contributed $38,210 to Franklin's campaign in the 2024 cycle, making it the largest identifiable PAC donor.", "date_occurred": "2024-05-15", "confidence": "secondary", "source_url": "https://www.opensecrets.org/campaign-expenditures/vendor?cycle=2024&vendor=Scott+Franklin+for+Congress" }, { "fact_text": "Top industries contributing to Franklin's 2024 campaign include lobbyists ($54,400), pro-Israel groups ($37,250), miscellaneous defense ($33,005), crop production ($32,768), and defense aerospace ($27,000).", "date_occurred": "2024-11-05", "confidence": "secondary", "source_url": "https://www.opensecrets.org/members-of-congress/scott-franklin/industries?cid=N00046760&cycle=2024" }, { "fact_text": "American Crystal Sugar PAC contributed $10,000 to Franklin in the 2023-2024 cycle.", "date_occurred": "2024-11-05", "confidence": "secondary", "source_url": "https://www.opensecrets.org/political-action-committees-pacs/american-crystal-sugar/C00048941/candidates/2024" }, { "fact_text": "Franklin received $10,000 from The Council of Insurance Agents & Brokers PAC and $10,000 from American Bankers Association PAC in recent cycles.", "date_occurred": "2024-12-31", "confidence": "secondary", "source_url": "https://congressmachine.com/scott-franklin" }, { "fact_text": "Franklin personally held between $500,001 and $1,000,000 in Baldwin Insurance Group (BWIN) stock and sold a portion on April 10, 2025, per STOCK Act filings. He previously led Lanier Upshaw, which merged into BKS Partners (now Baldwin Insurance Group) in 2020.", "date_occurred": "2025-04-10", "confidence": "primary", "source_url": "https://trendspider.com/markets/congress/trades/politician/Scott-Franklin-Q000531/" }, { "fact_text": "Defense contractors L3Harris Technologies and General Atomics each contributed $10,000 to Franklin's 2024 campaign.", "date_occurred": "2024-05-15", "confidence": "secondary", "source_url": "https://www.opensecrets.org/campaign-expenditures/vendor?cycle=2024&vendor=Scott+Franklin+for+Congress" }, { "fact_text": "Crop production & basic processing contributed $32,768 to Franklin in 2024, including $24,000 from PACs, reflecting the district's large agricultural sector.", "date_occurred": "2024-11-05", "confidence": "secondary", "source_url": "https://www.opensecrets.org/members-of-congress/scott-franklin/industries?cid=N00046760&cycle=2024" } ], "connections": [] },

"silences": [ { "topic": "Climate change and its relationship to intensifying hurricanes impacting Florida's 18th District", "expected_position": "As the newly appointed Chair of the House Science, Space and Technology Environment Subcommittee in 2025, and representing a coastal-adjacent district recently battered by Hurricanes Ian and Nicole, Franklin would be expected to articulate a position on climate change's role in hurricane intensity and sea-level rise.", "window_start": "2024-11-01", "window_end": "2025-05-01", "evidence_summary": "During this window, Franklin issued press releases on citrus disaster relief, energy independence, and the FY25 budget resolution. He also announced his Environment Subcommittee chairmanship on February 4, 2025, emphasizing 'weather forecasting and disaster readiness' but made no mention of climate change. His official House website's issues page includes no section on climate or environment. He voted to repeal the Greenhouse Gas Reduction Fund in March 2024. A review of his press release archive reveals no substantive statement on climate science, emissions, or sea-level rise.", "primary_url": "https://franklin.house.gov/news/documentsingle.aspx?DocumentID=363" } ],

"contradictions": { "claims": [ { "claim_text": "Franklin said the VA cuts would take the agency back to pre-COVID staffing levels and that 'there is an absurd amount of inefficiency across the agency that can be eliminated without, theoretically, impacting quality of care.' He also noted 'vets can't be hurt in this process.'", "claim_date": "2025-03-07", "claim_type": "statement", "source_url": "https://wusf.org/politics-issues/2025-03-07/franklin-defends-huge-job-cuts-va" }, { "claim_text": "Franklin campaigned as a Navy veteran and serves on the House Appropriations Subcommittee on Military Construction and Veterans Affairs. His official biography emphasizes his 26-year Navy career and commitment to veterans. He has introduced legislation to expand VA services and supported the PACT Act expansion.", "claim_date": "2025-01-03", "claim_type": "platform", "source_url": "https://franklin.house.gov/about" }, { "claim_text": "Franklin voted against H.R. 3684, the Bipartisan Infrastructure Investment and Jobs Act, calling it a path to 'financial ruin' and part of a 'sneaky backroom deal.'", "claim_date": "2021-11-06", "claim_type": "vote", "source_url": "https://franklin.house.gov/news/documentsingle.aspx?DocumentID=375" }, { "claim_text": "Franklin sponsored H.R. 662, the Block Grant Assistance Act, to provide federal disaster relief to Florida citrus growers after Hurricanes Ian and Nicole. He has repeatedly sought federal infrastructure and agricultural aid for his district.", "claim_date": "2023-06-13", "claim_type": "vote", "source_url": "https://floridapolitics.com/archives/619169-u-s-house-passes-scott-franklin-bill-seeking-post-hurricane-grants-for-citrus-industry/" } ], "contradictions": [ { "claim_a_idx": 0, "claim_b_idx": 1, "type": "statement_vs_disclosure", "severity": "medium", "narrative": "Franklin publicly defends cutting 80,000 VA jobs as not impacting veteran care, while his official platform emphasizes commitment to veterans and he serves on the Veterans Affairs subcommittee. Veterans groups have warned these cuts threaten services." }, { "claim_a_idx": 2, "claim_b_idx": 3, "type": "position_evolution", "severity": "medium", "narrative": "Franklin voted against the broad $1.2 trillion bipartisan infrastructure package but later championed targeted federal disaster relief and infrastructure grants for Florida citrus growers — pursuing the same kinds of federal investment for his district that the larger bill would have funded more systematically." } ] },

"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/Votes/2024149", "why_it_matters": "Franklin voted against $61 billion in Ukraine aid, opposing a majority of House Republicans and most Florida GOP colleagues. His district hosts no major defense installations tied to European theater operations, but his top-5 donor sectors include defense aerospace ($27,000) and misc defense ($33,005), who broadly supported this aid package. Only 112 Republicans voted nay versus 101 yea.", "category": "party_defection" }, { "bill_id": "H.R. 1", "title": "One Big Beautiful Bill Act (Trump tax-and-spending reconciliation)", "vote": "yea", "vote_date": "2025-05-22", "roll_call_url": "https://www.congress.gov/bill/119th-congress/house-bill/1", "why_it_matters": "Franklin voted for a bill that cuts an estimated $1 trillion from Medicaid and $187 billion from SNAP over a decade. His district has a 16.1% poverty rate (above the national average of 12.4%) and median household income of $62,039, meaning a substantial portion of his constituents rely on these programs. This pits major Republican donor-aligned tax cuts directly against constituent material needs.", "category": "against_constituent" }, { "bill_id": "H.R. 3684", "title": "Infrastructure Investment and Jobs Act (Bipartisan Infrastructure Framework)", "vote": "nay", "vote_date": "2021-11-05", "roll_call_url": "https://clerk.house.gov/Votes/2021361", "why_it_matters": "Franklin voted against $1.2 trillion in infrastructure spending despite his district's aging roads, bridges, and water systems, and an estimated $16 billion in Florida-specific funding. The district's 29.1-minute average commute and car-dependent population (74.8% drive alone) would have directly benefited. 13 House Republicans voted yea.", "category": "against_constituent" }, { "bill_id": "H.R. 1023", "title": "To repeal section 134 of the Clean Air Act, relating to the greenhouse gas reduction fund", "vote": "yea", "vote_date": "2024-03-22", "roll_call_url": "https://clerk.house.gov/Votes/2024104", "why_it_matters": "Franklin voted to repeal the $27 billion Greenhouse Gas Reduction Fund, which provided grants to low-income and disadvantaged communities for emissions reduction. Florida is among the states most vulnerable to climate impacts, and Franklin was later appointed Chair of the Environment Subcommittee, creating a tension between his oversight role and his voting record on environmental policy.", "category": "cross_pressure" }, { "bill_id": "H.R. 4", "title": "Rescissions Act of 2025", "vote": "yea", "vote_date": "2025-06-12", "roll_call_url": "https://www.congress.gov/bill/119th-congress/house-bill/4", "why_it_matters": "Franklin voted for $9.4 billion in spending rescissions including $1.1 billion from NPR/PBS and $8.3 billion in foreign aid. The bill passed 214-212. His district's 20.5% college-degree attainment rate (well below the national 33.7%) suggests many constituents rely on public broadcasting for news and educational content, while foreign aid rescissions could affect agricultural export programs his district's farmers use.", "category": "against_constituent" }, { "bill_id": "H.R. 7217", "title": "Israel Security Supplemental Appropriations Act, 2024", "vote": "yea", "vote_date": "2024-02-06", "roll_call_url": "https://clerk.house.gov/Votes/202439", "why_it_matters": "Franklin voted for a standalone $17.6 billion Israel aid package while simultaneously opposing Ukraine aid. His top campaign donor sector includes pro-Israel groups ($37,250 + AIPAC $38,210), and he issued strong statements supporting Israel's right to self-defense and even advocated for Israeli strikes on Iranian nuclear facilities.", "category": "donor_aligned" } ],

"constituency_baseline": { "baseline": { "district_summary": "Florida's 18th Congressional District encompasses the Florida Heartland, covering most of Polk County (including Lakeland and Bartow), all of Highlands, Glades, Hendry, and Okeechobee counties, and parts of Collier County. It is one of the largest agricultural districts east of the Mississippi, anchored by citrus, sugar, cattle, and phosphate mining. The district leans heavily Republican (R+31) and is represented by Scott Franklin. The economy depends on agriculture, phosphate mining (Mosaic Co.), and regional medical centers. With a median household income of $62,039 and a 16.1% poverty rate, the district is economically challenged compared to the national average. The population is 58.1% White, 29.7% Hispanic, and 13.2% Black, with significant Haitian and Mexican immigrant communities.", "top_employers": [ { "name": "Publix Super Markets (headquarters, Lakeland)", "employees": 24000, "source_url": "https://datausa.io/profile/geo/congressional-district-18-fl" }, { "name": "Mosaic Company (phosphate mining)", "employees": 3500, "source_url": "https://datausa.io/profile/geo/congressional-district-18-fl" }, { "name": "Lakeland Regional Health Medical Center", "employees": 5000, "source_url": "https://datausa.io/profile/geo/congressional-district-18-fl" }, { "name": "Polk County Public Schools", "employees": 13000, "source_url": "https://datausa.io/profile/geo/congressional-district-18-fl" }, { "name": "Florida's Natural Growers (citrus cooperative)", "employees": 900, "source_url": "https://datausa.io/profile/geo/congressional-district-18-fl" } ], "dominant_industries": [ { "naics": "11 - Agriculture, Forestry, Fishing and Hunting", "share": 0.12, "source_url": "https://datausa.io/profile/geo/congressional-district-18-fl" }, { "naics": "62 - Health Care and Social Assistance", "share": 0.15, "source_url": "https://datausa.io/profile/geo/congressional-district-18-fl" }, { "naics": "44-45 - Retail Trade", "share": 0.14, "source_url": "https://datausa.io/profile/geo/congressional-district-18-fl" }, { "naics": "31-33 - Manufacturing", "share": 0.09, "source_url": "https://datausa.io/profile/geo/congressional-district-18-fl" }, { "naics": "21 - Mining, Quarrying, and Oil and Gas Extraction", "share": 0.04, "source_url": "https://datausa.io/profile/geo/congressional-district-18-fl" } ], "recent_ballot_measures": [ { "name": "Florida Amendment 1 (2024) - Partisan School Board Elections", "year": 2024, "result": "failed", "margin": "55% no – 45% yes", "source_url": "https://ballotpedia.org/Florida_2024_ballot_measures" }, { "name": "Florida Amendment 2 (2024) - Right to Hunt and Fish", "year": 2024, "result": "passed", "margin": "67% yes – 33% no", "source_url": "https://ballotpedia.org/Florida_2024_ballot_measures" }, { "name": "Florida Amendment 4 (2024) - Abortion Access (60% threshold)", "year": 2024, "result": "failed", "margin": "57% yes – 43% no (needed 60%)", "source_url": "https://ballotpedia.org/Florida_2024_ballot_measures" } ], "demographic_anchors": [ { "label": "Median household income (2024)", "value": "$62,039", "source_url": "https://datausa.io/profile/geo/congressional-district-18-fl" }, { "label": "Poverty rate (2024)", "value": "16.1%", "source_url": "https://datausa.io/profile/geo/congressional-district-18-fl" }, { "label": "Population White (Non-Hispanic)", "value": "58.1%", "source_url": "https://legisletter.org/legislator/scott-franklin-F000472/district" }, { "label": "Population Hispanic", "value": "29.7%", "source_url": "https://legisletter.org/legislator/scott-franklin-F000472/district" }, { "label": "Population Black or African American (Non-Hispanic)", "value": "13.2%", "source_url": "https://legisletter.org/legislator/scott-franklin-F000472/district" }, { "label": "Bachelor's degree or higher (age 25+)", "value": "20.5%", "source_url": "https://legisletter.org/legislator/scott-franklin-F000472/district" }, { "label": "Homeownership rate", "value": "72.0%", "source_url": "https://legisletter.org/legislator/scott-franklin-F000472/district" }, { "label": "2024 general election margin (Franklin vs. Kale)", "value": "Franklin 65.3% – Kale 34.7%", "source_url": "https://www.usatoday.com/elections/results/2024-11-05/house/florida/district-18" } ] } } }