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.

//1807 SIGNIFICANT CORROBORATION undated

Cambridge Analytica: Cambridge Analytica's SEC EDGAR filings from 2021-2022 (if they exist) are almost certainly filed by a different legal entity with a coincidentally si…

Cambridge Analytica
1 source on file
//1806 SIGNIFICANT CORROBORATION undated

Cambridge Analytica: The Chapter 7 bankruptcy trustee for Cambridge Analytica LLC, Salvatore LaMonica, is legally required to file a 'Trustee's Final Report and Account' w…

Cambridge Analytica
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
//1801 SIGNIFICANT CORROBORATION undated

Richard Li: Richard Li's SPAC sponsorship role (Bridgetown 1, 2, 3) constitutes active control over capital deployment even absent Schedule 13D filings, because s…

Richard Li
1 source on file
//1798 SIGNIFICANT CORROBORATION undated

Saudi Public Investment Fund (PIF): No public CFIUS filings or Federal Register notices have been identified that specifically document PIF or Saudi government restructuring of investmen…

Saudi Public Investment Fund (PIF)
1 source on file
//1797 SIGNIFICANT CORROBORATION undated

Saudi Public Investment Fund (PIF): FIRRMA was enacted on August 13, 2018, and its implementing regulations took effect across 2018-2020, expanding CFIUS jurisdiction over foreign sovere…

Saudi Public Investment Fund (PIF)
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
//1790 SIGNIFICANT CORROBORATION undated

Andreessen Horowitz (a16z): a16z has contributed over $5 million to the Fairshake crypto PAC network in the 2023-2024 election cycle, which is consistent with significant interes…

Andreessen Horowitz (a16z)
1 source on file
//1788 SIGNIFICANT CORROBORATION undated

SoftBank Vision Fund: The Jersey general partner entity (SVF GP (Jersey) Limited) is subject to Jersey's limited-access beneficial ownership register, not the UK's publicly…

SoftBank Vision Fund
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
//1782 SIGNIFICANT CORROBORATION undated

CACI International: Under Delaware law, a Certificate of Conversion from Inc. to LLC does not require the entity to disclose its rationale, meaning the public record will…

CACI International
1 source on file
//1781 SIGNIFICANT CORROBORATION undated

CACI International: CACI International converted ten subsidiaries from Inc. to LLC form between August 2018 and the filing of its FY2021 10-K, a period that coincides wit…

CACI International
1 source on file
//1779 SIGNIFICANT CORROBORATION undated

CACI International: The simultaneous conversion of multiple subsidiaries to LLCs during the Al Shimari liability-determination phase is consistent with asset-protection s…

CACI International
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
//1772 SIGNIFICANT CORROBORATION undated

Leidos: During the 11-month period between August 2016 and July 2017, Leidos likely maintained parallel financial and HR systems for IS&GS employees, which wo…

Leidos
1 source on file
//1771 SIGNIFICANT CORROBORATION undated

Leidos: Leidos's 8-K filing (8/16/2016) confirms Lion Merger Co. merged into Leidos on the effective date, meaning the subsidiary's legal existence was exting…

Leidos
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
//1769 SIGNIFICANT CORROBORATION undated

Unit 8200 (IDF): No publicly disclosed DOJ FARA registrations exist for NSO Group, Cellebrite, Carbyne, Wiz, or Paragon Solutions as of June 2025, despite commercially…

Unit 8200 (IDF)
1 source on file
//1767 SIGNIFICANT CORROBORATION undated

Unit 8200 (IDF): The U.S. Department of Justice (FARA Unit) has not publicly released any advisory opinion, determination letter, or investigation notice concerning NS…

Unit 8200 (IDF)
1 source on file
//1766 SIGNIFICANT CORROBORATION undated

Unit 8200 (IDF): Carbyne (formerly Reporty) has never filed a FARA registration or exemption form despite its co-founding by former Israeli Prime Minister Ehud Barak —…

Unit 8200 (IDF)
1 source on file
//1764 SIGNIFICANT CORROBORATION undated

Unit 8200 (IDF): Carbyne, an emergency response technology company co-founded by Unit 8200 veterans, is the only cybersecurity-related startup in Epstein's documented …

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
//1762 SIGNIFICANT CORROBORATION undated

Israel Aerospace Industries (IAI): The US government's acquisition of IAI products (e.g., Harop, Heron) typically occurs through Foreign Military Sales (FMS) or as subsystems integrated…

Israel Aerospace Industries (IAI)
1 source on file
//1761 SIGNIFICANT CORROBORATION undated

Israel Aerospace Industries (IAI): IAI's SEC filing pattern (2009-2024) as a Foreign Private Issuer is consistent with a company that has issued bonds in US markets but does not maintai…

Israel Aerospace Industries (IAI)
1 source on file
//1760 SIGNIFICANT CORROBORATION undated

Israel Aerospace Industries (IAI): USASpending.gov records show zero direct prime contract awards to 'Israel Aerospace Industries' under that exact name from 2009 to 2024, but this does…

Israel Aerospace Industries (IAI)
1 source on file
//1759 SIGNIFICANT CORROBORATION undated

Israel Aerospace Industries (IAI): IAI’s access to US capital markets during 2023-2024 was likely conducted through private placements exempt from SEC registration under Rule 144A or Re…

Israel Aerospace Industries (IAI)
1 source on file
//1758 SIGNIFICANT CORROBORATION undated

Israel Aerospace Industries (IAI): IAI's status as a state-owned Foreign Private Issuer allows it to provide US investors with less detailed and less timely financial disclosures than d…

Israel Aerospace Industries (IAI)
1 source on file
//1756 SIGNIFICANT CORROBORATION undated

Rafael Advanced Defense Systems: US taxpayer funds reach Rafael Advanced Defense Systems primarily through Foreign Military Sales (FMS) channels administered by the Defense Security C…

Rafael Advanced Defense Systems
1 source on file
//1754 SIGNIFICANT CORROBORATION undated

Rafael Advanced Defense Systems: Rafael Advanced Defense Systems' absence from USASpending is legally mandated by the Arms Export Control Act and DFARS 225.7003-5, which restrict dire…

Rafael Advanced Defense Systems
1 source on file