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.

1,360 signals on file. For the hand-crafted narrative findings derived from this work, see /findings.

//2670 NOTABLE CONTRADICTION undated

Glenn Thompson: Glenn Thompson's district (PA-15) contains Penn State University with 39,000 employees, an institution that received substantial ARP stabilization fun…

Glenn Thompson
1 source on file
//2668 NOTABLE CONTRADICTION undated

Gilbert Ray Cisneros: In 2019-2020, Cisneros's personal foundation held investments in 31 oil and gas companies, including Shell, ConocoPhillips, and ExxonMobil, totaling a…

Gilbert Ray Cisneros
1 source on file
//2665 NOTABLE CONTRADICTION undated

Gary J. Palmer: Palmer's career contributions from the insurance industry ($327,953 as of 2024) significantly exceeded contributions from healthcare provider PACs, su…

Gary J. Palmer
1 source on file
//2664 NOTABLE CONTRADICTION undated

Gabe Evans: Evans' grandfather's AR-2 form lists an arrest for 'attempted burglary' during his undocumented period — this crime is an 'aggravated felony' under IN…

Gabe Evans
1 source on file
//2661 NOTABLE CONTRADICTION undated

Gabe Evans: Evans' congressional district (CO-08) is 39% Hispanic, the highest in Colorado, and voted for Trump by only 50%-48% in 2024 while Evans won by 2,449 v…

Gabe Evans
1 source on file
//2659 NOTABLE CONTRADICTION undated

Eric Burlison: The claim's 'mandatory detention policies for theft-related charges' scenario does not correspond to any legislative vote Burlison cast in the 2023-20…

Eric Burlison
1 source on file
//2657 NOTABLE CONTRADICTION undated

Mike Quigley: Quigley's April 2024 vote FOR H.R. 7521 (FISA Section 702 reauthorization) placed him at odds with the ACLU, which listed the vote as a 'key vote' and…

Mike Quigley
1 source on file
//2656 NOTABLE CONTRADICTION undated

Mike Quigley: Quigley's district (IL-05) contains one of the highest concentrations of Chinese-American and Indian-American residents in Illinois, communities whose…

Mike Quigley
1 source on file
//2654 NOTABLE CONTRADICTION undated

Doris O. Matsui: The five largest employers in CA-07 (State of California, UC Davis Health, Sutter Health, Intel, SMUD) collectively employ approximately 307,200 peopl…

Doris O. Matsui
1 source on file
//2653 NOTABLE CONTRADICTION undated

Doris O. Matsui: Matsui’s 2.29% small-donor share ($28,284) is in the bottom 10% of all House Democrats (inferentially), but this is consistent with the demographic pr…

Doris O. Matsui
1 source on file
//2652 NOTABLE CONTRADICTION undated

Diana Harshbarger: The 21 Democratic 'yea' votes on H.R. 7147 were concentrated among members from districts with significant manufacturing or defense contractor employm…

Diana Harshbarger
1 source on file
//2651 NOTABLE CONTRADICTION undated

Diana Harshbarger: H.R. 7147 likely contained provisions authorizing defense or healthcare infrastructure spending that directly benefited Eastman Chemical and Ballad He…

Diana Harshbarger
1 source on file
//2646 NOTABLE CONTRADICTION undated

Nancy Mace: Mace's district contains Marine Corps installations (Parris Island, MCAS Beaufort) and Joint Base Charleston (Air Force/Navy) which are primary employ…

Nancy Mace
1 source on file
//2645 NOTABLE CONTRADICTION undated

Nancy Mace: The claim that 'many' military dependents in Beaufort County are non-citizen legal permanent residents is unsupported by any cited data and is inconsi…

Nancy Mace
1 source on file
//2642 NOTABLE CONTRADICTION undated

Doris O. Matsui: Matsui's Nov 2024 FEC filing (Q3 2025 period) showed small individual contributions at 2.29% of total—extremely low for a competitive primary—which if…

Doris O. Matsui
1 source on file
//2639 NOTABLE CONTRADICTION undated

Raja Krishnamoorthi: The proportion of House Democrats crossing party lines on the FY2024 NDAA (37%) was numerically identical to those crossing on specific climate provis…

Raja Krishnamoorthi
1 source on file
//2636 NOTABLE CONTRADICTION undated

Mike Quigley: Mike Quigley's April 2024 votes on FISA Section 702 reauthorization and Israel military aid occurred in the same month but stem from different jurisdi…

Mike Quigley
1 source on file
//2635 NOTABLE CONTRADICTION undated

Mike Quigley: No FEC records available as of June 2023 show a filed primary challenger against Quigley for the 2024 cycle; the first challenger to file (Nasir Hussa…

Mike Quigley
1 source on file
//2628 NOTABLE CONTRADICTION undated

Ron Wyden: The shift from Yellen to Bessent coincided with a change in congressional oversight dynamics (Democrat-controlled committee vs. Republican-controlled …

Ron Wyden
1 source on file
//2625 NOTABLE CONTRADICTION undated

Michael T. McCaul: McCaul's lame-duck voting pattern on H.R. 5371 cannot be distinguished from his prior party-line voting without a specific bill analysis showing how h…

Michael T. McCaul
1 source on file
//2623 NOTABLE CONTRADICTION undated

Mike Pompeo: No public SEC EDGAR filing exists for Mike Pompeo (filer name 'Pompeo') dated February 13, 2019, in the SEC's public database as of the present date, …

Mike Pompeo
1 source on file
//2613 NOTABLE CONTRADICTION undated

US Department of Homeland Security (DHS): The $1 billion Palantir BPA awarded by DHS in February 2026 was authorized under the massive $190.6 billion DHS funding increase provided by the One B…

US Department of Homeland Security (DHS)
1 source on file
//2607 NOTABLE CONTRADICTION undated

General Dynamics: No publicly available DoD OTA annual report for FY2023 has been released as of mid-2025, despite the FY2024 NDAA mandate requiring consolidated report…

General Dynamics
1 source on file
//2606 NOTABLE CONTRADICTION undated

General Dynamics: General Dynamics awarded approximately $5.3B in defense contracts across all mechanisms (FAR, OT, GSA) to its GDIT subsidiary in FY2023, based on typi…

General Dynamics
1 source on file
//2599 NOTABLE CONTRADICTION undated

Unit 8200 (IDF): Unit 8200 is specifically referenced in at least one U.S. federal court complaint (Apple v. NSO Group, 4:21-cv-09789-YGR) as the institutional origin …

Unit 8200 (IDF)
1 source on file
//2597 NOTABLE CONTRADICTION undated

Raytheon Technologies (RTX): RTX's 10-K for fiscal year 2024 (filed February 2025) does not disclose OTA award amounts, but does state that 'a portion of our contracts are awarded…

Raytheon Technologies (RTX)
1 source on file
//2589 NOTABLE CONTRADICTION undated

Invariant: The absence of any GAO report examining the integrated LDA-FEC oversight gap (Fact 29) indicates that this structural vulnerability has not been subje…

Invariant
1 source on file
//2587 NOTABLE CONTRADICTION undated

Invariant: No SEC filing evidence supports a Stagwell Inc-Invariant LLC subsidiary relationship as of available 2024-2025 filings, leaving the origin of the clai…

Invariant
1 source on file
//2585 NOTABLE CONTRADICTION undated

Ron Wyden: No documentary evidence in the provided facts supports the claim that Wyden for Senate makes reciprocal contributions back to industry PACs; the provi…

Ron Wyden
1 source on file
//2584 NOTABLE CONTRADICTION undated

Ron Wyden: AIPAC PAC and NABPAC made contributions of similar amounts ($50-$500) to dozens of Senate incumbents in the 2022 cycle, making Wyden's receipts part o…

Ron Wyden
1 source on file