Intelligence Synthesis · May 1, 2026
Research Brief
Congress Handoff: Full Workup (one officialall sections) — 2026-05-01 (Greg Landsman)

Congress Monitor Build Handoff

Area: Full Workup (one official, all sections) (eo_full_workup) Filed: 2026-05-01T22:06:42.635Z Source: External LLM via /handoff/congress (attempt #69202) Resolved official: Greg Landsman (entity #10927) Ingest result: 25 facts · 24 sources · 1 contradictions · 6 voting_records · 3 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": "Greg Landsman", "bioguide_id": "L000601" }, "donor_mapping": { "facts": [ { "fact_text": "Landsman's campaign committee raised $3,719,975.07 in total receipts during the 2023–2024 election cycle, with $2,684,339.30 from individual contributions and $941,425.65 from PAC and other committee contributions.", "date_occurred": "2024-12-31", "confidence": "primary", "source_url": "https://www.fec.gov/data/candidate/H2OH01194/?cycle=2024" }, { "fact_text": "The top industry contributing to Landsman's 2023–2024 campaign was Pro-Israel ($413,158), followed by Retired ($322,732), Leadership PACs ($237,703), Lawyers/Law Firms ($179,680), and Democratic/Liberal ($178,344).", "date_occurred": "2024-12-31", "confidence": "secondary", "source_url": "https://www.opensecrets.org/members-of-congress/summary?cid=N00049718&cycle=2024" }, { "fact_text": "Landsman holds a 'no corporate PAC money' pledge. His 2023–2024 campaign raised 25.62% of its funds from PAC contributions, predominantly from ideological and labor PACs rather than corporate PACs.", "date_occurred": "2024-12-31", "confidence": "secondary", "source_url": "https://www.opensecrets.org/members-of-congress/summary?cid=N00049718&cycle=2024" } ], "connections": [ { "donor_entity_name": "American Israel Public Affairs Cmte", "relationship_type": "major_donor", "description": "2024 cycle: $385,808 total ($375,808 individual + $10,000 PAC) — Landsman's single largest donor entity, comprising over 10% of all campaign funds raised", "confidence": "secondary", "source_url": "https://www.opensecrets.org/members-of-congress/summary?cid=N00049718&cycle=2024" }, { "donor_entity_name": "Kroger Co", "relationship_type": "donor", "description": "2024 cycle: $33,140 in individual contributions from employees and associates", "confidence": "secondary", "source_url": "https://www.opensecrets.org/members-of-congress/summary?cid=N00049718&cycle=2024" }, { "donor_entity_name": "University of Cincinnati", "relationship_type": "donor", "description": "2024 cycle: $36,265 in individual contributions from employees and associates", "confidence": "secondary", "source_url": "https://www.opensecrets.org/members-of-congress/summary?cid=N00049718&cycle=2024" } ] }, "silences": { "no_data": true, "reason": "No falsifiable silence identified; Landsman has been publicly active via press releases, town halls, and floor votes on the major issues affecting his district during the research window." }, "contradictions": { "claims": [ { "claim_text": "As a Cincinnati city councilman, Greg Landsman introduced five reforms 'aimed at restoring public trust in government,' including an ethics commission 'tasked with local reporting of financial disclosure forms' and investigating complaints. He continued his ethics crusade after winning a House seat, claiming in a reelection ad that 'members of Congress are using insider information to get rich trading stocks. That's crazy.'", "claim_date": "2020-11-16", "claim_type": "platform", "source_url": "https://www.citybeat.com/news/cincinnati-city-councilman-greg-landsman-introduces-five-reforms-to-combat-corruption-restore-public-trust-12157924" }, { "claim_text": "Rep. Greg Landsman failed to report more than 87 financial transactions within the legally required timeframe — a violation of the STOCK Act, according to campaign finance experts. The disclosure also showed Landsman held shares in oil and pharmaceutical companies, industries he had publicly criticized.", "claim_date": "2024-09-19", "claim_type": "disclosure", "source_url": "https://freebeacon.com/democrats/dem-rep-greg-landsman-aggressive-financial-ethics-crusader-violated-stock-act-expert-says/" } ], "contradictions": [ { "claim_a_idx": 0, "claim_b_idx": 1, "type": "platform_vs_disclosure", "severity": "high", "narrative": "Landsman built his political brand on government ethics reform and financial transparency, yet failed for months to disclose over 87 personal stock trades as required by the STOCK Act — the very type of behavior he campaigned against. The undisclosed holdings included stocks in industries (oil, pharmaceuticals, defense, tobacco) he had publicly criticized." } ] }, "telling_votes": [ { "bill_id": "H.R.6126", "title": "Israel Security Supplemental Appropriations Act, 2024 (providing $14.3 billion in military aid to Israel with offsetting IRS cuts)", "vote": "yea", "vote_date": "2023-11-02", "roll_call_url": "https://clerk.house.gov/Votes/2023577", "why_it_matters": "Landsman was one of only 12 House Democrats to vote for the Israel aid package. He publicly criticized Speaker Johnson for attaching the IRS funding cut, saying he should 'pull this bill & apologize' — yet voted for it anyway. His top career donor, AIPAC ($385,808), strongly backed the bill, while 194 House Democrats opposed it.", "category": "cross_pressure" }, { "bill_id": "H.Res.845", "title": "Censuring Representative Rashida Tlaib for comments on the Israel-Hamas war", "vote": "yea", "vote_date": "2023-11-07", "roll_call_url": "https://clerk.house.gov/Votes/2023622", "why_it_matters": "Landsman was one of just 22 House Democrats to vote to censure Tlaib, the only Palestinian American in Congress. He later told Religion News Service the vote was about the 'survival of the state of Israel.' The vote put him sharply at odds with the majority of his party and with progressive activists in his district.", "category": "party_defection" }, { "bill_id": "H.R.3746", "title": "Fiscal Responsibility Act of 2023 (debt ceiling deal negotiated by President Biden and Speaker McCarthy)", "vote": "yea", "vote_date": "2023-05-31", "roll_call_url": "https://clerk.house.gov/Votes/2023243", "why_it_matters": "Landsman voted to prevent a potentially catastrophic default, citing the need to protect Social Security, Medicare, and SNAP benefits for his Southwest Ohio constituents. While 165 Democrats supported the bill, 46 progressive Democrats opposed it over spending caps. His district's median household income ($80,294) and 14% poverty rate underscore the stakes of the social safety net provisions.", "category": "constituent_aligned" }, { "bill_id": "H.Con.Res.38", "title": "War Powers Resolution to remove U.S. Armed Forces from unauthorized hostilities in Iran", "vote": "nay", "vote_date": "2026-03-05", "roll_call_url": "https://clerk.house.gov/Votes/202685", "why_it_matters": "Landsman was one of only 4 House Democrats to vote against halting military action in Iran. His top donor (AIPAC, $385,808) supports robust U.S.-Israel military coordination against Iran. He later told constituents he tends to be 'more hawkish' on such matters, while his primary opponent opposed the war entirely.", "category": "donor_aligned" }, { "bill_id": "S.5", "title": "Laken Riley Act (requiring detention and deportation of undocumented immigrants charged with certain crimes)", "vote": "yea", "vote_date": "2025-01-22", "roll_call_url": "https://clerk.house.gov/Votes/202523", "why_it_matters": "Landsman was one of 46 House Democrats to join all Republicans in passing this immigration enforcement bill. The vote broke with the majority of his party and signaled a shift toward more restrictive immigration positioning, drawing criticism from immigrant-rights advocates in his diverse district.", "category": "party_defection" }, { "bill_id": "H.R.23", "title": "Illegitimate Court Counteraction Act (sanctioning the International Criminal Court over arrest warrants for Israeli officials)", "vote": "yea", "vote_date": "2025-01-09", "roll_call_url": "https://clerk.house.gov/Votes/20257", "why_it_matters": "Landsman was among 45 Democrats who joined Republicans to sanction the ICC. The vote aligned with his top donor AIPAC's legislative priorities and reinforced his pattern of pro-Israel votes that put him in the minority of his party on Middle East policy.", "category": "party_defection" } ], "constituency_baseline": { "baseline": { "district_summary": "Ohio's 1st Congressional District encompasses Cincinnati and all of Warren County, with a population of approximately 795,000. It is a D+9 district (per 2026 ratings) that is 68.8% White and 17.5% Black, with a Hispanic population of 4.87%. The median age is 37, median household income is $80,294, and the poverty rate is 14%. Homeownership stands at 60.3% with a median property value of $299,600. The district is highly educated, with 46.5% of adults holding a bachelor's degree or higher — well above the national average. Major economic anchors include health care, manufacturing, and professional services, with Cincinnati serving as a regional hub for Kroger, Procter & Gamble, and several major hospital systems.", "top_employers": [ { "name": "Kroger Co.", "employees": 20000, "source_url": "https://www.bizjournals.com/cincinnati/subscriber-only/2025/10/17/largest-cincinnati-employers.html" }, { "name": "University of Cincinnati", "employees": 18000, "source_url": "https://datausa.io/profile/geo/congressional-district-1-oh" }, { "name": "Cincinnati Children's Hospital Medical Center", "employees": 17000, "source_url": "https://www.bizjournals.com/cincinnati/subscriber-only/2025/10/17/largest-cincinnati-employers.html" }, { "name": "Procter & Gamble", "employees": 10000, "source_url": "https://www.cincinnati.com/story/money/2018/06/13/ohios-largest-employers-wal-mart-cleveland-clinic-and-kroger/696747002/" } ], "dominant_industries": [ { "naics": "62", "share": 0.156, "source_url": "https://datausa.io/profile/geo/congressional-district-1-oh#economy" }, { "naics": "31-33", "share": 0.128, "source_url": "https://datausa.io/profile/geo/congressional-district-1-oh#economy" }, { "naics": "54", "share": 0.112, "source_url": "https://datausa.io/profile/geo/congressional-district-1-oh#economy" } ], "recent_ballot_measures": [ { "name": "Ohio Issue 1 (November 2023) — Constitutional Right to Reproductive Freedom", "year": 2023, "result": "passed", "margin": "57%–43%", "source_url": "https://www.nbcnews.com/politics/elections/ohio-voters-enshrine-abortion-rights-state-constitution-rcna124171" }, { "name": "Ohio Issue 2 (November 2023) — Marijuana Legalization", "year": 2023, "result": "passed", "margin": "57%–43%", "source_url": "https://www.cleveland.com/news/2023/11/athens-franklin-and-cuyahoga-counties-top-the-vote-in-approving-ohios-marijuana-issue-2-see-county-votes-statewide.html" } ], "demographic_anchors": [ { "label": "Median household income", "value": "$80,294", "source_url": "https://datausa.io/profile/geo/congressional-district-1-oh" }, { "label": "Poverty rate", "value": "14%", "source_url": "https://datausa.io/profile/geo/congressional-district-1-oh" }, { "label": "Homeownership rate", "value": "60.3%", "source_url": "https://datausa.io/profile/geo/congressional-district-1-oh" }, { "label": "Bachelor's degree or higher", "value": "46.5%", "source_url": "https://legisletter.org/legislator/greg-landsman-L000601/district" } ] } } }

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