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.

//2916 NOTABLE CONTRADICTION undated

Stephen Miller: Palantir's LDA filings during 2017-2021 show the company lobbied DHS on immigration contracting, creating a potential conflict vector for any White Ho…

Stephen Miller
1 source on file
//2915 NOTABLE CONTRADICTION undated

Stephen Miller: Stephen Miller's timely filing of OGE Form 278e on 2025-01-20 indicates that the OGE disclosure requirement functioned for at least one White House of…

Stephen Miller
1 source on file
//2897 NOTABLE CONTRADICTION undated

Office of Government Ethics: The percentage of congressional filers submitting paper disclosures increased from approximately 2% before 2013 to an estimated 15-20% by 2015, based …

Office of Government Ethics
2 sources on file
//2890 NOTABLE CONTRADICTION undated

Young Kim: Young Kim's combined fundraising from cryptocurrency-connected PACs (Fairshake) and the 'Retired' industry ($2,248,124) constituted at least 35.7% of …

Young Kim
2 sources on file
//2889 NOTABLE CONTRADICTION undated

SentinelOne: The stockholder derivative lawsuit filed in December 2023 in the U.S. District Court for the Northern District of California (case number 3:23-cv-0642…

SentinelOne
1 source on file
//2886 NOTABLE CONTRADICTION undated

SentinelOne: Any SentinelOne federal revenue of material significance would appear in its 10-K disclosed revenue segmentation by customer type (enterprise vs gover…

SentinelOne
1 source on file
//2885 NOTABLE CONTRADICTION undated

SentinelOne: SentinelOne holds an active GSA Schedule contract (GS-35F-313DA) through at least 2026, which is a prerequisite for direct U.S. federal prime contract…

SentinelOne
1 source on file
//2883 NOTABLE CONTRADICTION undated

SentinelOne: The database's inference about a separate and less reliable 'non-financial regulatory records' pipeline cannot be tested without first verifying the c…

SentinelOne
1 source on file
//2880 NOTABLE CONTRADICTION undated

Jensen Huang: DOE's El Capitan supercomputer (Lawrence Livermore) uses AMD MI300 GPUs rather than NVIDIA hardware, meaning the largest single federal exascale deplo…

Jensen Huang
2 sources on file
//2878 NOTABLE CONTRADICTION undated

Jensen Huang: The NSCAI final report (March 2021) recommended $3-5B annual investment in U.S. exascale computing specifically to counter China's projected exascale …

Jensen Huang
2 sources on file
//2876 NOTABLE CONTRADICTION undated

Jensen Huang: DOE's Frontier supercomputer (deployed May 2022) used AMD MI250X GPUs exclusively — no NVIDIA GPUs were procured for this system, meaning any correlat…

Jensen Huang
2 sources on file
//2875 NOTABLE CONTRADICTION undated

Jeffrey Epstein: The $6.7 billion offshore vehicle Liquid Funding Ltd., chaired by Epstein from 2001-2007, was likely included in Bear Stearns’ asset portfolio transfe…

Jeffrey Epstein
2 sources on file
//2874 NOTABLE CONTRADICTION undated

Ritchie Torres: The AFL-CIO's opposition to FIT21 was grounded in worker classification concerns affecting gig economy crypto platforms, meaning Torres's sponsorship …

Ritchie Torres
1 source on file
//2868 NOTABLE CONTRADICTION undated

Sarah Elfreth: No USASpending, SEC EDGAR, or Lobbying Disclosure Act record located as of this analysis would confirm or deny a specific 17% figure — the inference r…

Sarah Elfreth
1 source on file
//2867 NOTABLE CONTRADICTION undated

Sara Jacobs: Qualcomm's Department of Defense contracts for 'military communications and 5G technology' constituted approximately [X]% of Qualcomm's total annual r…

Sara Jacobs
1 source on file
//2857 NOTABLE CONTRADICTION undated

Sean Casten: In the 2024 cycle, JStreetPAC ($28,125) was Casten's second-largest identifiable contributor, suggesting that his 'pro-Israel' donor base is diverse a…

Sean Casten
1 source on file
//2856 NOTABLE CONTRADICTION undated

Scott Fitzgerald: Scott Fitzgerald's 2025-2026 campaign committee received 63.2% of total contributions from PACs ($660,000 out of $1,044,405.31), a dramatic increase f…

Scott Fitzgerald
1 source on file
//2855 NOTABLE CONTRADICTION undated

Scott Fitzgerald: Insurance industry contributions to Fitzgerald ($143,452 in 2023-2024) exceed his small-dollar individual donor base ($95,942) by approximately 50%, c…

Scott Fitzgerald
1 source on file
//2853 NOTABLE CONTRADICTION undated

Scott Fitzgerald: The claim that FIRE sector 'is not directly benefited by the Farm Bill' is inaccurate: private crop insurance companies receive approximately $2 billi…

Scott Fitzgerald
1 source on file
//2852 NOTABLE CONTRADICTION undated

Scott Fitzgerald: Scott Fitzgerald's insurance industry PAC donations ($143,452) include at least $10,000 from Mortgage Guaranty Insurance Corp — a company that receive…

Scott Fitzgerald
1 source on file
//2851 NOTABLE CONTRADICTION undated

Scott Fitzgerald: The American Bankers Association PAC's $50,000 contribution to Fitzgerald Victory Fund in the 2026 cycle is approximately 71 times the size of the ave…

Scott Fitzgerald
1 source on file
//2849 NOTABLE CONTRADICTION undated

Sarah McBride: No congressional vote on H.R. 3633 (CLARITY Act) or S. 2738 (GENIUS Act) in the 119th Congress has been recorded in the established facts provided, su…

Sarah McBride
1 source on file
//2848 NOTABLE CONTRADICTION undated

Sarah McBride: As of 2024, Delaware's congressional district had a foreign-born population of approximately 109,000 residents (10.6%), creating direct constituency i…

Sarah McBride
1 source on file
//2846 NOTABLE CONTRADICTION undated

Sarah McBride: H.R. 28 (Protect Women and Girls in Sports Act) was introduced on January 7, 2025, and referred to the House Judiciary Committee and the House Educati…

Sarah McBride
1 source on file
//2842 NOTABLE CONTRADICTION undated

Mary E. Miller: Miller's electoral district (IL-15) is home to agricultural processing giant Archer Daniels Midland (ADM) — a major employer (approx. 4,000 workers) w…

Mary E. Miller
1 source on file
//2834 NOTABLE CONTRADICTION undated

Mazie K. Hirono: Hirono co-sponsored S. 1062 (VA Transportation Improvement Act) in March 2023, directly addressing inter-island medical transport funding—demonstratin…

Mazie K. Hirono
1 source on file
//2829 NOTABLE CONTRADICTION undated

Sara Jacobs: CA-51's high cost of living (median property $853,600) and low homeownership rate (52.2%) may create a voter base prioritizing economic and housing co…

Sara Jacobs
1 source on file
//2826 NOTABLE CONTRADICTION undated

Robert P. Bresnahan: Bresnahan's healthcare stock sale is equally consistent with a routine quarterly portfolio rebalancing by his financial advisor as it is with an infor…

Robert P. Bresnahan
1 source on file
//2817 NOTABLE CONTRADICTION undated

Mary E. Miller: Miller serves as one of the few remaining farmers in Congress, operating a third-generation grain and cattle farm while advocating for immigration enf…

Mary E. Miller
1 source on file
//2816 NOTABLE CONTRADICTION undated

Mary E. Miller: IL-15 voted 58.6% in favor of Amendment 1 (Right to Collective Bargaining) in 2022, indicating substantial pro-union sentiment even in a district with…

Mary E. Miller
1 source on file