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.

//3947 NOTABLE CONTRADICTION undated

World Liberty Financial: World Liberty Financial's ability to purchase $4.7 million in governance tokens on the day of a presidential inauguration — without any recorded lobby…

World Liberty Financial
1 source on file
//3945 NOTABLE CONTRADICTION undated

xAI: No primary-source evidence has surfaced connecting CIK 2002695 (xAI Corp) to any SEC filing dated before March 9, 2023, confirming the company did not…

xAI
1 source on file
//3942 NOTABLE CONTRADICTION undated

Kelly Morrison: Morrison's heavy stock trading (106 trades in 16 months) in defense-linked assets (autonomous naval vessels) and her violation of the STOCK Act sugges…

Kelly Morrison
1 source on file
//3941 NOTABLE CONTRADICTION undated

Kelly Morrison: Morrison's known voting record provides zero documented instances of dissent from Biden administration positions on Israel or the ICC as of January 20…

Kelly Morrison
1 source on file
//3934 NOTABLE CONTRADICTION undated

Ehud Barak: Ehud Barak’s 2006 SEC filing demonstrates his involvement in U.S. security technology SPACs seven years before his first documented meeting with Peter…

Ehud Barak
1 source on file
//3926 NOTABLE CONTRADICTION undated

Michael K. Simpson: Simpson voted on H.R. 1 (the For the People Act) on March 3, 2021, without having access to the CBO cost estimate, which was published the following d…

Michael K. Simpson
1 source on file
//3925 NOTABLE CONTRADICTION undated

Michael K. Simpson: Simpson's vote for H.R. 1 in July 2025 is the first instance in his congressional career where he has supported a bill with a CBO-projected deficit in…

Michael K. Simpson
1 source on file
//3924 NOTABLE CONTRADICTION undated

NSO Group: If any 2025–2026 SEC filing by NSO Group or affiliates mentions 'settlement' or 'restructuring,' it would directly contradict the inference that sanct…

NSO Group
1 source on file
//3923 NOTABLE CONTRADICTION undated

NSO Group: NSO Group's resumption of SEC filings in 2025–2026 is consistent with the timeline for final court rulings or settlements in the WhatsApp case (filed …

NSO Group
1 source on file
//3922 NOTABLE CONTRADICTION undated

SentinelOne: SentinelOne holds an active GSA Federal Supply Schedule 70 contract (GS-35F-0346Y) for cybersecurity services, contradicting any inference that it is …

SentinelOne
1 source on file
//3920 NOTABLE CONTRADICTION undated

Curtis Yarvin: The original search's exclusion of Form D is a methodological error that prevents any conclusion about the existence of SEC filings for Curtis Yarvin.

Curtis Yarvin
1 source on file
//3914 NOTABLE CONTRADICTION undated

NSO Group: The absence of any U.S. lobbying disclosures for NSO Group from 2009 to 2026 suggests the company did not directly retain registered lobbyists, which …

NSO Group
1 source on file
//3911 NOTABLE CONTRADICTION undated

NSO Group: NSO Group's parent company Q Cyber Technologies Ltd. is registered in Israel and was not searched in LDA or FARA databases, creating a gap in the clai…

NSO Group
1 source on file
//3905 NOTABLE CONTRADICTION undated

Shyam Sankar: Shyam Sankar's May 17, 2021 SEC Form 4 filing cannot be assessed for insider trading risk without retrieving the actual transaction type, volume, and …

Shyam Sankar
1 source on file
//3904 NOTABLE CONTRADICTION undated

Gilman Louie: As of 2024, no entry for Gilman Louie appears in the FACA database's historical membership records for the DHS Data Privacy & Integrity Advisory Commi…

Gilman Louie
1 source on file
//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