DATA LAYER · PATTERN SIGNALS

Pattern signals

Machine-generated observations the platform produces by cross-referencing facts, contradictions, and connections in the database. Each one is a one-line corroboration or contradiction signal — data, not narrative.

2,088 signals on file. For the hand-crafted narrative findings derived from this work, see /findings.

//2139 SIGNIFICANT CORROBORATION undated

Harriet M. Hageman: Hageman's H.R. 4 yea vote, combined with her H.R. 1 yea vote, forms a unified legislative package where rescissions from programs serving her constitu…

Harriet M. Hageman
1 source on file
//2136 SIGNIFICANT CORROBORATION undated

Jodey C. Arrington: Grow the Majority JFC contributed $40,000 to Arrington's campaign in December 2023, but the itemized contributor schedule for that specific disburseme…

Jodey C. Arrington
1 source on file
//2133 SIGNIFICANT CORROBORATION undated

Jimmy Gomez: Gomez's Nay vote on the 2025 One Big Beautiful Bill Act (OBBBA) was likely motivated in part by large spending cuts to Medicaid and SNAP, which would …

Jimmy Gomez
1 source on file
//2130 SIGNIFICANT CORROBORATION undated

Jeff Hurd: Jeff Hurd's campaign fundraising profile (small individual contributions at 3.83% of total, the lowest share in the district for any major candidate i…

Jeff Hurd
1 source on file
//2128 SIGNIFICANT CORROBORATION undated

Jeff Hurd: Hurd's top PAC donor, Republican Main Street Partnership ($15,000), is a general business-aligned PAC that has not taken a public position specificall…

Jeff Hurd
1 source on file
//2126 SIGNIFICANT CORROBORATION undated

Jay Obernolte: Obernolte's 2024 campaign reported $1,125,000 in debts, consistent with a personal loan from the candidate to the campaign committee, which structural…

Jay Obernolte
1 source on file
//2123 SIGNIFICANT CORROBORATION undated

Harriet M. Hageman: Hageman's 0% AFL-CIO lifetime score and her vote against H.R. 2550 (collective bargaining for federal workers) demonstrate direct opposition to union …

Harriet M. Hageman
1 source on file
//2121 SIGNIFICANT CORROBORATION undated

Harriet M. Hageman: Hageman's vote on H.R. 4 (Rescissions Act of 2025) to cut $1.1B from the Corporation for Public Broadcasting is consistent with her voting pattern on …

Harriet M. Hageman
1 source on file
//2118 SIGNIFICANT CORROBORATION undated

Jimmy Gomez: Independent expenditures by crypto PAC Fairshake ($511,000) and AIPAC super PAC United Democracy Project ($1.5M) together constituted the two largest …

Jimmy Gomez
1 source on file
//2117 SIGNIFICANT CORROBORATION undated

Jimmy Gomez: No primary-source roll-call record for H.R.1 dated July 2, 2025, has been produced in the provided evidence; the vote detail exists only as an inferen…

Jimmy Gomez
1 source on file
//2109 SIGNIFICANT CORROBORATION undated

Jay Obernolte: Obernolte's 2024 vote for H.R. 1 (One Big Beautiful Bill), which CBO estimated would increase deficits by $3.4 trillion, directly contradicts his stat…

Jay Obernolte
1 source on file
//2105 SIGNIFICANT CORROBORATION undated

Jay Obernolte: Jay Obernolte voted Nay on both the CHIPS and Science Act (H.R. 4346) on July 28, 2022, and the America COMPETES Act (H.R. 4521) on March 31, 2022, su…

Jay Obernolte
1 source on file
//2101 SIGNIFICANT CORROBORATION undated

Jason Smith: Rep. Jason Smith voted YEA on H.R. 7217 (Israel Security Supplemental, $14.3B) on 2024-02-06, diverging from his NAY vote on H.R. 8035 (Ukraine Securi…

Jason Smith
1 source on file
//2099 SIGNIFICANT CORROBORATION undated

Jason Crow: Palantir Technologies holds a $229M prime contract (FA8802-23-C-0001) with US Space Systems Command for data analytics infrastructure at Buckley Space…

Jason Crow
1 source on file
//2095 SIGNIFICANT CORROBORATION undated

Raul Ruiz: Ruiz voted against at least one FISA reauthorization measure in 2026 (bill number TBD), a year when his district's immigrant-heavy constituency (25% f…

Raul Ruiz
1 source on file
//2093 SIGNIFICANT CORROBORATION undated

Harriet M. Hageman: The combination of Hageman's vote on H.R. 4 with her votes on H.Con.Res.14 and H.R. 1 creates a unified legislative pattern: cutting federal spending …

Harriet M. Hageman
1 source on file
//2092 SIGNIFICANT CORROBORATION undated

Harriet M. Hageman: Hageman's vote to rescind $1.1B from CPB is consistent with a broader pattern of votes that reduce federal services to rural Wyoming while supporting …

Harriet M. Hageman
1 source on file
//2090 SIGNIFICANT CORROBORATION undated

Harriet M. Hageman: Hageman's AIPAC-related contributions ($15,500 in 2024) and trip together form a pattern consistent with a long-term alignment with AIPAC's legislativ…

Harriet M. Hageman
1 source on file
//2087 SIGNIFICANT CORROBORATION undated

Harriet M. Hageman: Hageman's vote against H.R. 8035 (providing military aid to Ukraine) is not explained by her stated constituent priorities of energy extraction and fe…

Harriet M. Hageman
1 source on file
//2083 SIGNIFICANT CORROBORATION undated

Gregory F. Murphy: The 'simpler explanation' that Murphy consistently votes for government funding bills is contradicted by his 2025 vote for H.R. 4, a rescissions bill …

Gregory F. Murphy
1 source on file
//2082 SIGNIFICANT CORROBORATION undated

Gregory F. Murphy: Murphy's 2024 vote for H.R. 8035 (Ukraine aid) represents a documented 'evolution' on a directly military-relevant issue — from opposing Ukraine aid i…

Gregory F. Murphy
1 source on file
//2073 SIGNIFICANT CORROBORATION undated

Emily Randall: DHS Secretary Kristi Noem, whom Randall co-sponsored impeachment articles against in 2025, has authority over ICE's Congressional access policies, cre…

Emily Randall
1 source on file
//2072 SIGNIFICANT CORROBORATION undated

Emily Randall: Rep. Randall's district contains the Northwest ICE Detention Center, which is owned and operated by GEO Group under contract with ICE; GEO Group is a …

Emily Randall
1 source on file
//2070 SIGNIFICANT CORROBORATION undated

Emanuel Cleaver: Emanuel Cleaver's vote against H.Con.Res.14 (FY2025 Budget Resolution) opposed a framework that would have reduced federal Medicaid spending affecting…

Emanuel Cleaver
1 source on file
//2063 SIGNIFICANT CORROBORATION undated

Ed Case: Rep. Ed Case voted against the FY26 National Defense Authorization Act on September 10, 2025, despite that bill containing $1.7 billion in military co…

Ed Case
1 source on file
//2062 SIGNIFICANT CORROBORATION undated

Ed Case: Rep. Ed Case’s vote reversal between February 6 and April 20, 2024, tracks perfectly with the procedural strategy endorsed by Democratic leadership: t…

Ed Case
1 source on file
//2053 SIGNIFICANT CORROBORATION undated

Bridgetown Holdings: ESMA's enforcement mandate under EU securities law (MAR/MiFID II) applies to issuers with securities admitted to trading on EU regulated markets, not …

Bridgetown Holdings
2 sources on file
//2049 SIGNIFICANT CORROBORATION undated

Booz Allen Hamilton: The Lobbying Disclosure Act's requirement for specific-issue language is structurally unenforceable for classified matters because it would require co…

Booz Allen Hamilton
1 source on file
//2048 SIGNIFICANT CORROBORATION undated

Booz Allen Hamilton: The EverWatch antitrust-specific LD-2 filing in Q2 2022 is the only documented instance where a Booz Allen LDA filing used a specific-issue term direc…

Booz Allen Hamilton
1 source on file
//2047 SIGNIFICANT CORROBORATION undated

Booz Allen Hamilton: Booz Allen Hamilton's registered lobbyists likely hold active security clearances, which would enable them to receive classified briefings on IC contr…

Booz Allen Hamilton
1 source on file