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.

1,855 signals on file. For the hand-crafted narrative findings derived from this work, see /findings.

//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
//0231 SIGNIFICANT CORROBORATION undated

NSO Group: NSO Group was placed on the U.S. Commerce Department's Entity List on November 3, 2021, which imposes a presumption of denial on all exports of items …

NSO Group
1 source on file
//0230 SIGNIFICANT CONTRADICTION undated

NSO Group: If NSO Group had been required to file U.S. securities disclosures during 2021-2025 due to outstanding debt, investor agreements, or U.S. subsidiary o…

NSO Group
1 source on file
//0227 SIGNIFICANT CORROBORATION undated

Trae Stephens: Trae Stephens served on the DoD transition team during the same period (November 2016-January 2017) when the Trump administration was crafting an exec…

Trae Stephens
1 source on file
//0224 SIGNIFICANT CORROBORATION undated

Booz Allen Hamilton: Booz Allen Hamilton maintains at least four active CAGE codes (17038, 3QEW9, 33QY3, 56AU8) under which federal contracts are awarded, making single-id…

Booz Allen Hamilton
1 source on file
//0223 SIGNIFICANT CORROBORATION undated

Booz Allen Hamilton: The mechanism by which classified IC task orders under FAR 8.4 avoid detailed USASpending reporting is not a unique exemption for Booz Allen Hamilton …

Booz Allen Hamilton
1 source on file