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.

2,088 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
//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
//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
//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
//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
//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
//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
//0222 SIGNIFICANT CORROBORATION undated

Booz Allen Hamilton: Booz Allen Hamilton holds multiple active GSA Schedule contracts (e.g., MOBIS, ADMC, BMO) that serve as vehicles for IC task orders; under FAR 8.4 and…

Booz Allen Hamilton
1 source on file
//0219 SIGNIFICANT CORROBORATION undated

Booz Allen Hamilton: The classification of Booz Allen Hamilton's IC contract work (NSA, CIA, NRO) and its civilian contracting under EO 14028 (CISA, DHS) subjects the comp…

Booz Allen Hamilton
1 source on file
//0215 SIGNIFICANT CORROBORATION undated

Booz Allen Hamilton: The C5 Consortium (OTA consortium) lists Booz Allen Hamilton as a member since 2019, which allows the company to receive OTA agreements for DoD protot…

Booz Allen Hamilton
1 source on file
//0209 SIGNIFICANT CORROBORATION undated

Michael K. Simpson: Simpson's vote for the Fiscal Responsibility Act of 2023 was consistent with the majority of House Republicans (149 voted yes, 71 voted no), meaning i…

Michael K. Simpson
1 source on file
//0204 SIGNIFICANT CORROBORATION undated

CACI International: Between 2014 and 2022, CACI International Inc filed continuous quarterly (10-Q) and annual (10-K) reports with the SEC under CIK 0000016058, with no l…

CACI International
1 source on file
//0203 SIGNIFICANT CORROBORATION undated

Founders Fund: The NSI Act 2021 Investment Security Unit's statutory authority to conduct confidential reviews of venture capital investors in sensitive sectors (def…

Founders Fund
2 sources on file
//0202 SIGNIFICANT CORROBORATION undated

Founders Fund: Founders Fund's multi-entity legal structure (8+ entities across at least 3 states) means no single USASpending query by legal name returns all contra…

Founders Fund
2 sources on file
//0201 SIGNIFICANT CORROBORATION undated

Michael K. Simpson: Simpson's yes vote on H.R. 1 is consistent with a pattern of supporting deficit-financed spending directed to ID-02's core economic sectors (nuclear e…

Michael K. Simpson
1 source on file
//0200 SIGNIFICANT CORROBORATION undated

Curtis Yarvin: Venture-capital-backed startups are only disqualified from SBIR eligibility if the VC is foreign-owned, controlled, or influenced (FOCI) under 15 U.S.…

Curtis Yarvin
2 sources on file
//0193 SIGNIFICANT CORROBORATION undated

Anduril Industries: Anduril's 98% lobbying expenditure increase between 2022 and 2024 was predominantly allocated to firms that also represent other Founders Fund portfol…

Anduril Industries
2 sources on file
//0190 SIGNIFICANT CORROBORATION undated

Steve Bannon: The only documented OGE ethics waiver issued for Steve Bannon during his federal service was the June 2017 retroactive waiver permitting communication…

Steve Bannon
2 sources on file