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.

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

//2884 SIGNIFICANT CONTRADICTION undated

SentinelOne: The pattern of future-dated entries in this dataset (2026-03-19 for SentinelOne; 2027 entries reported for other entities) suggests a systemic data in…

SentinelOne
1 source on file
//2850 SIGNIFICANT CONTRADICTION undated

Scott Fitzgerald: Scott Fitzgerald's 2025-2026 campaign committee's 63.2% PAC funding proportion represents a dramatic increase from the 2023-2024 cycle, where only 0.2…

Scott Fitzgerald
1 source on file
//2832 SIGNIFICANT CONTRADICTION undated

Mary E. Miller: The 24-hour proximity of Miller's yea on Israel and nay on Ukraine is an artifact of House floor procedure (both bills were considered on the same leg…

Mary E. Miller
1 source on file
//2822 SIGNIFICANT CONTRADICTION undated

Michael Baumgartner: WA-05 wheat production (primarily dryland winter wheat in Whitman County) uses substantially fewer H-2A guest-workers per acre than the district's irr…

Michael Baumgartner
1 source on file
//2812 SIGNIFICANT CONTRADICTION undated

Sara Jacobs: Rep. Sara Jacobs' district, CA-51, contains Naval Base San Diego and Marine Corps Air Station Miramar, making defense spending economically critical t…

Sara Jacobs
1 source on file
//2797 SIGNIFICANT CONTRADICTION undated

Robin L. Kelly: Robin Kelly has no documented legislative action (vote, cosponsorship, statement) regarding H.R. 9745 in the established facts, which suggests the cla…

Robin L. Kelly
1 source on file
//2794 SIGNIFICANT CONTRADICTION undated

Michael Baumgartner: The Washington State Farm Bureau's formal policy positions simultaneously support both border security enforcement and expanded legal immigration path…

Michael Baumgartner
1 source on file
//2781 SIGNIFICANT CONTRADICTION undated

Mary E. Miller: The CBO-estimated $800 million reduction in Medicaid spending in IL-15 is equivalent to approximately 15% of the annual payroll for the district's 54,…

Mary E. Miller
1 source on file
//2765 SIGNIFICANT CONTRADICTION undated

Mark Takano: Takano voted for the Fiscal Responsibility Act (May 31, 2023) that explicitly exempted VA medical care from discretionary spending caps in Section 102…

Mark Takano
1 source on file
//2762 SIGNIFICANT CONTRADICTION undated

Mark E. Amodei: Approximately half of NV-02's Hispanic population is foreign-born (roughly 90,000-95,000 people out of 191,000), making family-based immigration pathw…

Mark E. Amodei
1 source on file
//2759 SIGNIFICANT CONTRADICTION undated

Mark E. Amodei: NV-02 hosts multiple defense installations (Naval Air Station Fallon, Hawthorne Army Depot, Nevada National Security Site) that provide thousands of d…

Mark E. Amodei
1 source on file
//2735 SIGNIFICANT CONTRADICTION undated

Josh Gottheimer: Gottheimer's only materially defection vote in early 2025 was on the Laken Riley Act (YEA with 46 Democrats), which is an immigration enforcement bill…

Josh Gottheimer
1 source on file
//2733 SIGNIFICANT CONTRADICTION undated

Josh Gottheimer: Gottheimer’s district has a poverty rate of 4.1-5.66%, which is among the lowest in the nation, meaning Medicaid and SNAP cuts would have a disproport…

Josh Gottheimer
1 source on file
//2724 SIGNIFICANT CONTRADICTION undated

Josh Gottheimer: The claim's conclusion that Gottheimer's vote was 'at odds' with Wall Street donor preferences is logically dependent on the unverified classification…

Josh Gottheimer
1 source on file
//2722 SIGNIFICANT CONTRADICTION undated

Josh Gottheimer: Gottheimer's district has a 16% industry concentration in Finance & Insurance (NAICS 52), the highest share of any major industry in the district, mak…

Josh Gottheimer
1 source on file
//2721 SIGNIFICANT CONTRADICTION undated

Joseph D. Morelle: The 39 Republican yes votes represented only 17.6% of the 222-member House Republican conference, contradicting the claim of a 'broader political dyna…

Joseph D. Morelle
1 source on file
//2714 SIGNIFICANT CONTRADICTION undated

Glenn Thompson: Thompson's 2009 vote against H.R. 1105 (Omnibus Appropriations Act) and subsequent announcement of $2.36 million in Centre County funding 14 days late…

Glenn Thompson
1 source on file
//2706 SIGNIFICANT CONTRADICTION undated

Grace Meng: Rep. Meng's February 6, 2024 suspension vote on HR 7217 was statistically 'non-pivotal' — her yea vote could not have altered the outcome, which requi…

Grace Meng
1 source on file
//2702 SIGNIFICANT CONTRADICTION undated

Grace Meng: Meng's vote on H.R. 7217 was likely a party-line vote in a D+23 district with no swing risk, making the contribution more plausibly explained as stand…

Grace Meng
1 source on file
//2698 SIGNIFICANT CONTRADICTION undated

Gabe Evans: The $880 billion savings target in H.Con.Res.14 could have been achieved through non-Medicaid programs under Energy and Commerce jurisdiction (e.g., M…

Gabe Evans
1 source on file
//2696 SIGNIFICANT CONTRADICTION undated

Glenn Thompson: Thompson's 2024 cycle ag PAC donations of $158,000 represent approximately 1.1% of his career total campaign fundraising ($13.8M), suggesting that ag …

Glenn Thompson
1 source on file
//2674 SIGNIFICANT CONTRADICTION undated

Glenn Thompson: Glenn Thompson's 2021 vote for H.R. 3684 was contrary to the majority of House Republicans (15 voted yes, 196 no), suggesting his support was driven b…

Glenn Thompson
1 source on file
//2663 SIGNIFICANT CONTRADICTION undated

Gabe Evans: Evans's district (CO-08) has the highest Hispanic population share of any Colorado congressional district (39%), making aggressive immigration enforce…

Gabe Evans
1 source on file
//2632 SIGNIFICANT CONTRADICTION undated

Project Maven: Palantir's 2020 S-1 SEC filing does not list Project Maven as a material existing contract in its historical revenue disclosures, suggesting Maven-spe…

Project Maven
1 source on file
//2631 SIGNIFICANT CONTRADICTION undated

Ron Wyden: The Treasury Department's 2025 refusal of Wyden's Epstein document requests is consistent with its statutory obligation under 26 U.S.C. §6103(a) to tr…

Ron Wyden
1 source on file
//2626 SIGNIFICANT CONTRADICTION undated

Ron Wyden: Wyden has not filed a formal contempt of Congress resolution or sought a Senate floor vote regarding Secretary Bessent's refusal to provide the Epstei…

Ron Wyden
1 source on file
//2620 SIGNIFICANT CONTRADICTION undated

National Security Agency (NSA): No public USASpending records of NSA's telecom contracts for the 2008-2017 period exist, which is consistent with the claim that NSA was excluded from…

National Security Agency (NSA)
1 source on file
//2601 SIGNIFICANT CONTRADICTION undated

Elon Musk: The transition from SpaceX's last CEO testimony (March 2014 before Senate Defense Appropriations Subcommittee) to its first publicly acknowledged clas…

Elon Musk
2 sources on file
//2600 SIGNIFICANT CONTRADICTION undated

Elon Musk: No other CEO of a company holding Top Secret/SCI-level defense contracts of comparable value ($1.8B+) has been documented as having a longer gap betwe…

Elon Musk
2 sources on file
//2594 SIGNIFICANT CONTRADICTION undated

General Dynamics: General Dynamics' major operating subsidiaries — including Electric Boat, Land Systems, NASSCO, GDIT, and Mission Systems — are each registered with s…

General Dynamics
1 source on file