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.

4,093 signals on file. For the hand-crafted narrative findings derived from this work, see /findings.

//0307 SIGNIFICANT CORROBORATION undated

Stephen Miller: The absence of a mandatory universal personal identifier (such as the OGE financial disclosure ID) within FEC contribution records creates a structura…

Stephen Miller
2 sources on file
//0303 SIGNIFICANT CONTRADICTION undated

Mike Pompeo: No FEC record shows Pompeo making or receiving campaign contributions after 2020-08-01, which is consistent with either no political activity or the u…

Mike Pompeo
1 source on file
//0302 SIGNIFICANT CONTRADICTION undated

Stripe: All major competitors in the payment processing industry — including PayPal (since 2004), Block/Square (since 2014), and Coinbase (since 2017) — have …

Stripe
1 source on file
//0301 SIGNIFICANT CONTRADICTION undated

Stripe: Stripe has no identifiable federal lobbying registration in the Lobbying Disclosure Act database from 2010 through 2025, based on searches of 'Stripe …

Stripe
1 source on file
//0299 SIGNIFICANT CORROBORATION undated

Stripe: Stripe's founding members (Collison brothers) have not personally filed any LDA lobbying registrations, and Stripe Inc. of Delaware has no LDA filings…

Stripe
1 source on file
//0297 SIGNIFICANT CORROBORATION undated

Mike Pompeo: No lobbying disclosure filings list Mike Pompeo as a registered lobbyist for any client between 2017 and 2025, consistent with his advisory roles bein…

Mike Pompeo
1 source on file
//0292 SIGNIFICANT CONTRADICTION undated

World Liberty Financial: The absence of WLF from corporate registration databases and LDA records is explained by its Delaware incorporation and the fact that Regulation D pri…

World Liberty Financial
1 source on file
//0291 SIGNIFICANT CONTRADICTION undated

World Liberty Financial: The primary federal database containing World Liberty Financial's corporate registration details is the SEC's EDGAR system, where it has filed multipl…

World Liberty Financial
1 source on file
//0290 SIGNIFICANT CORROBORATION undated

World Liberty Financial: World Liberty Financial's absence from standard corporate databases is a function of its non-stock corporate form and the use of a holding company (WL…

World Liberty Financial
1 source on file
//0288 SIGNIFICANT CORROBORATION undated

Trae Stephens: Founders Fund partners collectively manage billions in defense technology investments without a single LDA registration among them, a pattern that is …

Trae Stephens
1 source on file
//0287 SIGNIFICANT CONTRADICTION undated

Trae Stephens: The inferential claim that post-employment restrictions 'influenced business formation timing' is contradicted by the founding date of Anduril, which …

Trae Stephens
1 source on file
//0284 SIGNIFICANT CORROBORATION undated

Mike Collins: Georgia's 10th Congressional District has an uninsured rate of approximately 14% (above the national average of 8.6% and Georgia's 13.4%) and a povert…

Mike Collins
1 source on file
//0282 SIGNIFICANT CORROBORATION undated

Mike Collins: Approximately 28% of GA-10's population is Black, concentrated in the rural Black Belt counties (Baldwin, Hancock, Putnam, Warren) where the poverty r…

Mike Collins
1 source on file
//0278 SIGNIFICANT CORROBORATION undated

Pete Sessions: Sessions's voting record exhibits a structurally distinct pattern on foreign policy: support for Ukraine military aid (defensive alliance model) combi…

Pete Sessions
1 source on file
//0276 SIGNIFICANT CORROBORATION undated

Booz Allen Hamilton: The DOJ antitrust complaint against Booz Allen's EverWatch acquisition (2022) cited OTA contract concentration in the signals intelligence and cyberse…

Booz Allen Hamilton
1 source on file
//0274 SIGNIFICANT CONTRADICTION undated

Booz Allen Hamilton: Booz Allen Hamilton's reported revenue from government contracts (97% of total) during 2021-2022 may mask substantial OTA-based receipts that are not …

Booz Allen Hamilton
1 source on file
//0273 SIGNIFICANT CONTRADICTION undated

Internal Revenue Service (IRS): No USASpending contract records were found for the IRS, which is unusual for a major federal agency and may indicate contracts are recorded under diff…

Internal Revenue Service (IRS)
1 source on file
//0272 SIGNIFICANT CORROBORATION undated

Booz Allen Hamilton: The FY2021 National Defense Authorization Act (Public Law 116-283) expanded Other Transaction Authority (OTA) for prototype projects, with cybersecuri…

Booz Allen Hamilton
1 source on file
//0271 SIGNIFICANT CORROBORATION undated

NSO Group: The U.S. Commerce Department’s Entity List designation of NSO Group (November 2021) imposed export restrictions that would make any future IMOD-approv…

NSO Group
1 source on file
//0267 SIGNIFICANT CORROBORATION undated

SentinelOne: The absence of SentinelOne from USASpending records is consistent with either: (a) genuine lack of federal contracting, (b) contracts below the $25K r…

SentinelOne
1 source on file
//0266 SIGNIFICANT CORROBORATION undated

Booz Allen Hamilton: The expansion of OTA authority for cybersecurity programs during 2021-2022, as enacted in two NDAA provisions, would allow a contractor like Booz Alle…

Booz Allen Hamilton
1 source on file
//0264 SIGNIFICANT CORROBORATION undated

Curtis Yarvin: Yarvin's known corporate roles (co-founder of private Tlon Corporation, former shareholder, former board member) would not trigger the SEC filing form…

Curtis Yarvin
2 sources on file
//0255 SIGNIFICANT CONTRADICTION undated

NSO Group: NSO Group may have used a Delaware-domiciled U.S. subsidiary (e.g., 'NSO Inc.' or 'Q Cyber Technologies Inc.') to file SEC forms, which would allow fi…

NSO Group
1 source on file
//0254 SIGNIFICANT CONTRADICTION undated

Jimmy Gomez: The FIT21 vote crossed party lines with 71 Democrats (including House Minority Leader Hakeem Jeffries) voting in favor, indicating the bill had signif…

Jimmy Gomez
1 source on file
//0253 SIGNIFICANT CONTRADICTION undated

Jimmy Gomez: Gomez's 2024 primary opponent David Kim, who ran on a pro-Palestinian platform and criticized Gomez's Israel votes, received no known crypto PAC indep…

Jimmy Gomez
1 source on file
//0247 SIGNIFICANT CONTRADICTION undated

NSO Group: Quinn Emanuel Urquhart & Sullivan LLP represented NSO Group in the litigation NSO Group v. United States (D.D.C., Case 1:21-cv-02984), which specifica…

NSO Group
1 source on file
//0246 SIGNIFICANT CORROBORATION undated

NSO Group: NSO Group's absence from USASpending.gov is likely a direct consequence of the Entity List prohibition rather than indicative of a broader compliance …

NSO Group
1 source on file
//0244 SIGNIFICANT CORROBORATION undated

NSO Group: NSO Group's placement on the U.S. Entity List (November 2021) legally prohibits U.S. federal agencies from contracting with the company, providing a d…

NSO Group
1 source on file
//0236 SIGNIFICANT CONTRADICTION undated

NSO Group: NSO Group's complete absence from the Lobbying Disclosure Act database (2018-2024) contrasts with the active lobbying registrations of at least three …

NSO Group
1 source on file
//0232 SIGNIFICANT CORROBORATION undated

Trae Stephens: Founders Fund SEC Form D filings for Anduril (and potentially other defense portfolio companies) list Trae Stephens as a related person, creating a ma…

Trae Stephens
1 source on file