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.

4,093 signals on file. For the hand-crafted narrative findings derived from this work, see /findings.

//0890 SIGNIFICANT CORROBORATION undated

Jodey C. Arrington: Arrington's March 2026 statement about 'retooling' Medicaid cuts suggests awareness that his H.R.1 version violated Senate reconciliation rules (the B…

Jodey C. Arrington
1 source on file
//0889 SIGNIFICANT CORROBORATION undated

Sarah Elfreth: Elfreth's vote against H.R. 5371 places her in opposition to the largest employer in her district (Fort Meade, 56,000 employees), the third-largest em…

Sarah Elfreth
1 source on file
//0880 SIGNIFICANT CONTRADICTION undated

Lucy McBath: The 46 Democrats who voted No on the FRA were overwhelmingly from safe Democratic districts (Cook PVI D+15 or higher) or from districts with significa…

Lucy McBath
1 source on file
//0876 SIGNIFICANT CORROBORATION undated

Kristen McDonald Rivet: The total amount of Community Project Funding requested by Rep. McDonald Rivet for FY2025/2026 that was included in the final, passed appropriations b…

Kristen McDonald Rivet
1 source on file
//0875 SIGNIFICANT CORROBORATION undated

Kristen McDonald Rivet: Representative Kristen McDonald Rivet (MI-08) voted against H.R. 1968 on March 11, 2025, a Continuing Resolution which, according to subsequent statem…

Kristen McDonald Rivet
1 source on file
//0874 SIGNIFICANT CONTRADICTION undated

Clarium Capital: FINRA arbitration databases represent the primary mechanism for resolving hedge fund investor disputes, with mandatory arbitration clauses potentially…

Clarium Capital
2 sources on file
//0871 SIGNIFICANT CORROBORATION undated

Kat Cammack: Cammack's refusal to hold in-person town halls—confirmed since 2025—creates a structural information asymmetry where constituents from the counties mo…

Kat Cammack
1 source on file
//0865 SIGNIFICANT CORROBORATION undated

John James: John James raised only 3.5% of his 2024 cycle itemized individual contributions from within his own district, a rate that is among the lowest in the H…

John James
1 source on file
//0864 SIGNIFICANT CORROBORATION undated

John H. Rutherford: Rutherford's vote for OBBBA occurred while he was a member of the House Appropriations Committee, which will write the annual Labor-HHS appropriations…

John H. Rutherford
1 source on file
//0855 SIGNIFICANT CORROBORATION undated

Jimmy Panetta: Panetta received an 'A' rating from the crypto advocacy group Stand With Crypto for the 2023-2024 legislative session, consistent with his voting reco…

Jimmy Panetta
1 source on file
//0850 SIGNIFICANT CONTRADICTION undated

Jeff Hurd: Hurd voted yes on final passage of H.R. 1 on or around July 3, 2025, after helping strip the public lands amendment from the bill on June 24, 2025 — i…

Jeff Hurd
1 source on file
//0849 SIGNIFICANT CORROBORATION undated

Harriet M. Hageman: Hageman's vote on H.R. 4 is consistent with her receiving $12,000 directly from Peabody Energy (a coal company that has no direct stake in public broa…

Harriet M. Hageman
1 source on file
//0847 SIGNIFICANT CORROBORATION undated

Jimmy Gomez: Gomez's campaign website statement that he 'does not accept corporate PAC money' does not apply to independent expenditures by super PACs like Fairsha…

Jimmy Gomez
1 source on file
//0842 SIGNIFICANT CORROBORATION undated

Jeff Hurd: Hurd's April 2025 letter signed by 21 House Republicans promising 'no reductions in Medicaid coverage' was a collective pledge not legally binding on …

Jeff Hurd
1 source on file
//0835 SIGNIFICANT CONTRADICTION undated

Jeff Hurd: The public lands amendment was introduced late in the reconciliation process (described as 'midnight provision'), suggesting it may have been designed…

Jeff Hurd
1 source on file
//0834 SIGNIFICANT CORROBORATION undated

Jeff Hurd: Hurd's vote against the public lands amendment was consistent with the economic interests of his district's two largest federal employers: the U.S. Fo…

Jeff Hurd
1 source on file
//0830 SIGNIFICANT CONTRADICTION undated

Jason Smith: Missouri's 8th District contains Rolla, home to Missouri University of Science and Technology — an engineering institution positioned to benefit from …

Jason Smith
1 source on file
//0827 SIGNIFICANT CORROBORATION undated

Norma J. Torres: Torres's Democratic voting record (99% party-aligned per LegisLetter) and her district's demographic profile (65.3% Hispanic, 28.7% foreign-born, 86.1…

Norma J. Torres
1 source on file
//0826 SIGNIFICANT CORROBORATION undated

Norma J. Torres: The AFL-CIO's opposition to H.R. 22 in 2025 was consistent with its historical opposition to documentary proof-of-citizenship requirements for voter r…

Norma J. Torres
1 source on file
//0825 SIGNIFICANT CORROBORATION undated

Jason Crow: The NDAA version that passed the House (H.R. 8070) contained an amendment restricting DOD funding for abortion-related travel for servicemembers and d…

Jason Crow
1 source on file
//0823 SIGNIFICANT CONTRADICTION undated

Nicole Malliotakis: Malliotakis’s SALT deduction increase (from $10,000 to $40,000) was a material factor in making the CR acceptable to her district’s homeowners, given …

Nicole Malliotakis
1 source on file
//0822 SIGNIFICANT CORROBORATION undated

Harriet M. Hageman: Hageman's vote on H.R. 4 is part of a broader pattern: in FY2025, she voted with the Republican majority on all three major fiscal bills (H.Con.Res.14…

Harriet M. Hageman
1 source on file
//0817 SIGNIFICANT CORROBORATION undated

Gus M. Bilirakis: Bilirakis has a documented prior pattern (2016-2018) of claiming legislative credit for laws he had 'no role' in crafting or that produced unintended …

Gus M. Bilirakis
1 source on file
//0816 SIGNIFICANT CONTRADICTION undated

Gregory F. Murphy: NC-03's largest employers are military bases (Camp Lejeune: 45,000; MCAS Cherry Point: 8,000) and defense maintenance facilities, creating a direct ec…

Gregory F. Murphy
1 source on file
//0814 SIGNIFICANT CORROBORATION undated

Emily Randall: Randall's vote against FY2026 DHS Appropriations, if confirmed, would represent her third documented vote against immigration enforcement funding in h…

Emily Randall
1 source on file
//0809 SIGNIFICANT CORROBORATION undated

Bridgetown Holdings: The UK Treasury's 2023 SPAC consultation (CP 620) did not include any provisions, public consultation questions, or regulatory impact analysis address…

Bridgetown Holdings
2 sources on file
//0806 SIGNIFICANT CONTRADICTION undated

Department of Government Efficiency (DOGE): The 9-month gap in DOGE-related SEC filings (March 2025 to February 2026) correlates with the SEC's 2025 rulemaking cycle on executive compensation di…

Department of Government Efficiency (DOGE)
1 source on file
//0799 SIGNIFICANT CONTRADICTION undated

Invariant: No GAO report has specifically examined how the use of generic business names (mathematical terms, common words) creates systematic search failures in…

Invariant
1 source on file
//0798 SIGNIFICANT CONTRADICTION undated

Invariant: The absence of integrated cross-referencing between federal disclosure databases (USASpending DUNS/UEI, LDA registrant name, FEC contributor name) cre…

Invariant
1 source on file
//0794 SIGNIFICANT CORROBORATION undated

Stephen Miller: No public database systematically indexes OGE ethics waivers or recusal commitments, so the existence or absence of such waivers for Stephen Miller is…

Stephen Miller
2 sources on file