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.

//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
//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
//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
//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
//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
//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
//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
//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
//0789 SIGNIFICANT CORROBORATION undated

Stripe: The apparent 2026-03-27 filing date is consistent with an erroneous date field in a pre-2016 paper filing that was digitized, or a placeholder date us…

Stripe
1 source on file
//0788 SIGNIFICANT CORROBORATION undated

General Dynamics: A search of USASpending.gov by parent name 'General Dynamics' alone returns zero prime contract actions, while searches by individual subsidiary DUNS …

General Dynamics
1 source on file
//0784 SIGNIFICANT CORROBORATION undated

DARPA: DARPA awarded six companies $1.25 billion via the TASS contract (HR0011-24-D-0101 through HR0011-24-D-0106) for technical and analytical support servi…

DARPA
1 source on file
//0781 SIGNIFICANT CORROBORATION undated

US Department of Defense (Pentagon): The U.S. Army's July 2025 Palantir enterprise agreement (W519TC25D0039) consolidated at least 75 separate contracts into one vehicle, potentially obsc…

US Department of Defense (Pentagon)
1 source on file
//0773 SIGNIFICANT CORROBORATION undated

Elbit Systems: Elbit Systems' 2019 SEC filing occurred approximately two months after the $350 million acquisition of Harris Corporation's night vision business (com…

Elbit Systems
1 source on file
//0772 SIGNIFICANT CORROBORATION undated

Paragon Solutions: Paragon Solutions' U.S. subsidiary (Paragon Solutions US Inc.) was registered in Delaware in 2019, the same year as AE Industrial Partners' acquisitio…

Paragon Solutions
1 source on file
//0767 SIGNIFICANT CORROBORATION undated

Stephen Miller: No OGE advisory opinion has specifically addressed the recusal obligations of former White House officials who return to government service after foun…

Stephen Miller
2 sources on file
//0765 SIGNIFICANT CORROBORATION undated

Maven Smart System: The temporal coincidence between Google's withdrawal from Project Maven (2018) and the Pentagon's expansion of OTA usage for sensitive AI programs (20…

Maven Smart System
1 source on file
//0764 SIGNIFICANT CORROBORATION undated

Robert Mercer: The FEC records for 'Robert Mercer' making small $50-$100 ACTBLUE donations in 2026 are almost certainly different individuals, not the billionaire Re…

Robert Mercer
1 source on file
//0762 SIGNIFICANT CORROBORATION undated

Raytheon Technologies (RTX): No Congressional committee held oversight hearings specifically examining RTX's post-merger financial structure and its effect on defense contract per…

Raytheon Technologies (RTX)
1 source on file
//0760 SIGNIFICANT CORROBORATION undated

General Dynamics: General Dynamics maintains at least 17 distinct major subsidiary and segment names (including Electric Boat, Land Systems, C4 Systems, GDIT, Mission S…

General Dynamics
1 source on file
//0759 SIGNIFICANT CORROBORATION undated

General Dynamics: The absence of direct lobbying records in public databases for General Dynamics is not *prima facie* evidence of circumvention, but is consistent with…

General Dynamics
1 source on file