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.

//1917 SIGNIFICANT CONTRADICTION undated

General Dynamics: General Dynamics' 10-K filings do not list 17 distinct major operating segments; rather, they typically report four segments: Marine Systems, Combat S…

General Dynamics
1 source on file
//1907 SIGNIFICANT CONTRADICTION undated

Academi (formerly Blackwater): The LDA enforcement pattern (1995-present) shows that systematic evasion of semi-annual reporting is rare and has resulted in civil penalties only in …

Academi (formerly Blackwater)
1 source on file
//1899 SIGNIFICANT CONTRADICTION undated

Richard Li: The absence of personal SEC filings by Richard Li for Bridgetown entities is consistent with standard SPAC practice in which economic beneficiaries ac…

Richard Li
1 source on file
//1891 SIGNIFICANT CONTRADICTION undated

Leidos: The Leidos-Lockheed Martin IS&GS Reverse Morris Trust transaction closed under the pre-FIRRMA CFIUS regime, which did not mandate a CFIUS filing for t…

Leidos
1 source on file
//1874 SIGNIFICANT CONTRADICTION undated

Peter Mandelson: The SEC filing on 28 June 2016 — five days after the Brexit referendum — is consistent with a person whose business or investment interests were direc…

Peter Mandelson
1 source on file
//1861 SIGNIFICANT CONTRADICTION undated

SCL Group: The entity 'Cambridge Analytica LLC' was dissolved in May 2018 and, under Delaware law, would not have been required to file annual SEC reports if it …

SCL Group
1 source on file
//1858 SIGNIFICANT CONTRADICTION undated

Saudi Public Investment Fund (PIF): PIF's 2018 US subsidiary incorporation predates FIRRMA's effective date (November 2018) by months, making it more likely the structure was designed fo…

Saudi Public Investment Fund (PIF)
1 source on file
//1826 SIGNIFICANT CONTRADICTION undated

DARPA: No public database (USASpending, SAM.gov, FPDS) contains a real-time catalog of individual task order statements of work under DARPA TASS, making it i…

DARPA
1 source on file
//1812 SIGNIFICANT CONTRADICTION undated

Axon Enterprise: The only known systematic Taser injury data collection by Axon is through its voluntary 'TASER Electronic Control Device Safety Study' (2016-ongoing),…

Axon Enterprise
1 source on file
//1805 SIGNIFICANT CONTRADICTION undated

SCL Group: SCL Group's use of SDG Registrars Limited as registered office agent is consistent with the standard practice of thousands of UK-incorporated companie…

SCL Group
1 source on file
//1804 SIGNIFICANT CONTRADICTION undated

Cambridge Analytica: The SEC secondary-source claim of a filing on 2021-08-23 contradicts the established primary fact that no EDGAR filings exist for Cambridge Analytica …

Cambridge Analytica
1 source on file
//1796 SIGNIFICANT CONTRADICTION undated

CACI International: CACI International Inc's USASpending parent-subsidiary mapping is verifiable in under one hour by: (1) retrieving the Ultimate Parent UEI from CACI's …

CACI International
1 source on file
//1785 SIGNIFICANT CONTRADICTION undated

SentinelOne: SentinelOne likely registered as a foreign private issuer (FPI) with the SEC from IPO through at least 2023, exempting it from certain US domestic dis…

SentinelOne
1 source on file
//1777 SIGNIFICANT CONTRADICTION undated

CACI International: A search of USASpending.gov using CACI International's Ultimate Parent DUNS (001164939) or UEI (N8M2KTQK2M76) is the definitive test of the parent-sub…

CACI International
1 source on file
//1770 SIGNIFICANT CONTRADICTION undated

Unit 8200 (IDF): The absence of FARA enforcement against Unit 8200-linked companies is consistent with the DOJ's practice of not requiring registration for arms-length…

Unit 8200 (IDF)
1 source on file
//1763 SIGNIFICANT CONTRADICTION undated

Unit 8200 (IDF): The CEO of SentinelOne has publicly stated that the company's founders did not serve in Israel's Unit 8200, directly contradicting the claim that Sent…

Unit 8200 (IDF)
1 source on file
//1751 SIGNIFICANT CONTRADICTION undated

Valar Ventures: Cross-border fintech regulation between UK, Germany, and EU authorities appears to focus on operational compliance rather than investor due diligence,…

Valar Ventures
2 sources on file
//1736 SIGNIFICANT CONTRADICTION undated

UK Ministry of Defence: UK MoD's £240 million direct award to Palantir (December 2025) bypasses Contracts Finder publication requirements applicable to CCS framework awards, …

UK Ministry of Defence
1 source on file
//1735 SIGNIFICANT CONTRADICTION undated

UK Ministry of Defence: The £240 million UK MoD-Palantir direct award in December 2025 was likely conducted under the CCS G-Cloud 14 framework, which permits direct award wit…

UK Ministry of Defence
1 source on file
//1730 SIGNIFICANT CONTRADICTION undated

US Immigration and Customs Enforcement (ICE): A search of USASpending keyword 'ICE' for prime awards yields 47 results between FY2025-2026, while a search using agency code 7012 yields over 2,800 …

US Immigration and Customs Enforcement (ICE)
1 source on file
//1684 SIGNIFICANT CONTRADICTION undated

xAI: If the Pentagon contract was awarded under X Corp's SAM registration (CAGE code from former Twitter entity), then the contract would not appear in USA…

xAI
1 source on file
//1677 SIGNIFICANT CONTRADICTION undated

MOSAIC: The structural reporting gap between IDV-level contracts and task-order-level details in USASpending.gov creates a systematic transparency deficit for…

MOSAIC
1 source on file
//1676 SIGNIFICANT CONTRADICTION undated

MOSAIC: USASpending.gov's reporting architecture does not require prime contractors to disclose the specific commercial product names (e.g., Palantir Gotham, …

MOSAIC
1 source on file
//1675 SIGNIFICANT CONTRADICTION undated

MOSAIC: No primary source directly links the generic contract descriptions in USASpending to the specific MOSAIC threat assessment system developed by Gavin d…

MOSAIC
1 source on file
//1637 SIGNIFICANT CONTRADICTION undated

Thiel Capital: SEC EDGAR records show Thiel Capital has filed Form D notices for at least one investment vehicle (2021) and Schedule 13G beneficial ownership reports…

Thiel Capital
1 source on file
//1626 SIGNIFICANT CONTRADICTION undated

Anduril Industries: UK Defence Select Committee AUKUS inquiry proceedings represent the highest-probability source for any specific defense contractor references in UK pa…

Anduril Industries
1 source on file
//1620 SIGNIFICANT CONTRADICTION undated

National Security Agency (NSA): GAO retains unrestricted audit authority over all DoD intelligence programs, but can only access classified information through cleared auditors — the…

National Security Agency (NSA)
1 source on file
//1609 SIGNIFICANT CONTRADICTION undated

National Security Agency (NSA): The statutory authority that allows the NSA's funds to be exempt from GAO audit is primarily 31 U.S. Code § 3528, which permits 'unvouchered expenditu…

National Security Agency (NSA)
1 source on file
//1590 SIGNIFICANT CONTRADICTION undated

Crescendo Equity Partners: The gap between Fund II close ($176M, September 2017) and Fund III close ($910M, March 2022) is 4 years and 6 months, which falls within normal 3-5 ye…

Crescendo Equity Partners
1 source on file
//1589 SIGNIFICANT CONTRADICTION undated

Crescendo Equity Partners: Crescendo's 38% IRR and 639% return on HPSP provide a direct financial performance explanation for its ability to raise $910M in Fund III, making the …

Crescendo Equity Partners
1 source on file