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.

2,005 signals on file. For the hand-crafted narrative findings derived from this work, see /findings.

//3896 NOTABLE CONTRADICTION undated

Curtis Yarvin: The concentration of filings in Q1-Q2 2018 is not replicated in any other calendar year of Yarvin's SEC filing history, suggesting a specific triggeri…

Curtis Yarvin
1 source on file
//3894 NOTABLE CONTRADICTION undated

Richard E. Neal: Rep. Richard Neal represents a district with higher-than-state-average poverty and heavy reliance on healthcare and education employment, sectors like…

Richard E. Neal
1 source on file
//3893 NOTABLE CONTRADICTION undated

MOSAIC: The Gavin de Becker MOSAIC threat assessment system's proprietary algorithmic criteria have been potentially shielded from Daubert/Frye admissibility …

MOSAIC
1 source on file
//3892 NOTABLE CONTRADICTION undated

Kimberlyn King-Hinds: No LDA filings report King-Hinds or her office as a registrant on OBBBA-related lobbying, indicating any internal negotiations with House leadership w…

Kimberlyn King-Hinds
1 source on file
//3891 NOTABLE CONTRADICTION undated

Kat Cammack: The SAVE Act's documentary proof requirements would disproportionately affect rural counties in FL-03 (Baker, Bradford, Columbia, Dixie, Gilchrist, Ha…

Kat Cammack
1 source on file
//3883 NOTABLE CONTRADICTION undated

Jeff Hurd: Hurd's Canada tariff defection (fact 15) was the only instance where his final vote opposed the majority of his party — on all other major partisan bi…

Jeff Hurd
1 source on file
//3882 NOTABLE CONTRADICTION undated

World Liberty Financial: The systematic absence of public accession numbers for confirmed WLF SEC filings creates documentation gaps unprecedented for cryptocurrency ventures,…

World Liberty Financial
1 source on file
//3881 NOTABLE CONTRADICTION undated

Jason Smith: The AIPAC contribution-to-vote correlation for Smith shows a post-2024 Ukraine no-vote decline, consistent with AIPAC's well-documented strategy of re…

Jason Smith
1 source on file
//3877 NOTABLE CONTRADICTION undated

Harriet M. Hageman: AIPAC contributions to Hageman ($15,500 in 2024 cycle) represent less than 0.5% of her total $3,000,255 raised, while Wyoming's dominant energy donors…

Harriet M. Hageman
1 source on file
//3876 NOTABLE CONTRADICTION undated

Jodey C. Arrington: Arrington's January 6 vote on H.J.Res.11 occurred in the context of representing a district where approximately 3.5% of the workforce (5,000 employees…

Jodey C. Arrington
1 source on file
//3874 NOTABLE CONTRADICTION undated

Jimmy Gomez: No public FEC record shows any healthcare industry PAC (SIC 80xx) contributing more than $5,000 to Jimmy Gomez in the 2023-2024 cycle, making the clai…

Jimmy Gomez
1 source on file
//3871 NOTABLE CONTRADICTION undated

Jeff Hurd: Hurd's vote against the public lands amendment in 2025 has not been reported by any news outlet covering Colorado's 3rd Congressional District.

Jeff Hurd
1 source on file
//3869 NOTABLE CONTRADICTION undated

Nick LaLota: LaLota voted seven times to fund DHS before the final April 2026 vote, indicating consistent advocacy for DHS funding rather than a single 'corrective…

Nick LaLota
1 source on file
//3867 NOTABLE CONTRADICTION undated

Raul Ruiz: Ruiz's top donor sector (Pharmaceuticals/Health Products, $136,972) has no material interest in immigration enforcement, reducing donor pressure to su…

Raul Ruiz
1 source on file
//3863 NOTABLE CONTRADICTION undated

Harriet M. Hageman: Hageman's 2023-2024 campaign received $65,000 from Oil & Gas industry PACs, and the Laken Riley Act's immigration enforcement provisions could indirec…

Harriet M. Hageman
1 source on file
//3862 NOTABLE CONTRADICTION undated

Ed Case: Ed Case's 2023-2024 campaign received $108,300 from defense-sector PACs categorized as Misc Defense ($59,000) and Defense Aerospace ($49,300), consist…

Ed Case
1 source on file
//3854 NOTABLE CONTRADICTION undated

Invariant: The systematic absence of Invariant LLC in LDA filings despite claimed $560K+ lobbying relationships constitutes a testable violation of 2 U.S.C. § 16…

Invariant
1 source on file
//3853 NOTABLE CONTRADICTION undated

Peter Mandelson: SEC EDGAR shows no Form 8-K filed by or referencing Peter Mandelson in 2016, making the claim that a 2016 8-K was filed unverifiable and potentially i…

Peter Mandelson
1 source on file
//3849 NOTABLE CONTRADICTION undated

US Department of Defense (Pentagon): The Eisenhower administration's 1956 classification review was part of 'Operation Candor,' a broader push to reduce secrecy and improve public underst…

US Department of Defense (Pentagon)
1 source on file
//3847 NOTABLE CONTRADICTION undated

Invariant: The total absence of Invariant from ANY SEC sec.gov exhibit filing (Exhibits 21, 10-K, S-1) indicates that the entity either (a) is not a subsidiary, …

Invariant
1 source on file
//3838 NOTABLE CONTRADICTION undated

Maven Smart System: The absence of any OTA-specific lobbying from Palantir's LDA filings would significantly weaken the claim that Palantir actively lobbied for this spec…

Maven Smart System
1 source on file
//3833 NOTABLE CONTRADICTION undated

L3Harris Technologies: L3Harris's $2B share repurchase program was announced and disclosed in an 8-K filed on 2022-02-03, not July 2022.

L3Harris Technologies
1 source on file
//3832 NOTABLE CONTRADICTION undated

Raytheon Technologies (RTX): No SEC Form 8-K was filed on April 3, 2020 to confirm the merger close date; the earliest 8-K referencing the merger completion is dated April 20, 202…

Raytheon Technologies (RTX)
1 source on file
//3826 NOTABLE CONTRADICTION undated

SCL Group: SEC EDGAR does not assign accession numbers to Form D filings (Regulation D private placement exemptions), which are indexed separately in the EDGAR d…

SCL Group
1 source on file
//3823 NOTABLE CONTRADICTION undated

CACI International: CACI International's conversion of subsidiaries from Inc. to LLC form between 2018-2021 resulted in the creation of new legal entities under the same …

CACI International
1 source on file
//3819 NOTABLE CONTRADICTION undated

CACI International: The federal fiscal year begins October 1, meaning CACI's February 10-Q filing covers a quarter (Oct-Dec) that aligns with the first quarter of the fed…

CACI International
1 source on file
//3817 NOTABLE CONTRADICTION undated

Leidos: The Reverse Morris Trust tax structure under which Leidos acquired IS&GS (26 U.S.C. §355) restricted certain asset and system transfers for two years …

Leidos
1 source on file
//3816 NOTABLE CONTRADICTION undated

Unit 8200 (IDF): NSO Group was required by the US Department of Justice to register under FARA in [2024], following a 3-year investigation into its surveillance softwa…

Unit 8200 (IDF)
1 source on file
//3813 NOTABLE CONTRADICTION undated

Rafael Advanced Defense Systems: The absence of Rafael SEC filings between 2014 and 2017 suggests that the company was not actively offering securities to US investors during that per…

Rafael Advanced Defense Systems
1 source on file
//3808 NOTABLE CONTRADICTION undated

Peter Mandelson: Peter Mandelson's documented 2025 threat of employment tribunal action against the FCDO over his dismissal as U.S. Ambassador, combined with his 2016 …

Peter Mandelson
1 source on file