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.

1,360 signals on file. For the hand-crafted narrative findings derived from this work, see /findings.

//1872 NOTABLE CONTRADICTION undated

Richard Li: The legal prohibition at 52 U.S.C. §30121 applies only to direct FEC donations by foreign nationals; it does not cover 501(c)(4) dark-money donations,…

Richard Li
1 source on file
//1871 NOTABLE CONTRADICTION undated

Academi (formerly Blackwater): Constellis Holdings was acquired by American Securities (a private equity firm) in 2021, meaning the current parent company is privately held and not …

Academi (formerly Blackwater)
1 source on file
//1870 NOTABLE CONTRADICTION undated

Academi (formerly Blackwater): A significant portion of federal revenue for the 'Constellis' corporate family continues to flow through the 'Triple Canopy, Inc.' subsidiary, which w…

Academi (formerly Blackwater)
1 source on file
//1869 NOTABLE CONTRADICTION undated

Academi (formerly Blackwater): Constellis Holdings (parent of Academi) is majority-owned by private equity firm Apollo Global Management since at least 2018, creating a structure wh…

Academi (formerly Blackwater)
1 source on file
//1863 NOTABLE CONTRADICTION undated

SCL Group: The 20 July 2005 incorporation date of SCL Group via SDG Registrars occurred within weeks after the 2005 DSEI conference (held in September 2005), sug…

SCL Group
1 source on file
//1860 NOTABLE CONTRADICTION undated

Richard Li: Richard Li's SEC filing on 2021-02-03 could alternatively relate to his ongoing reporting obligations as beneficial owner of Pacific Century Group's U…

Richard Li
1 source on file
//1857 NOTABLE CONTRADICTION undated

CACI International: CACI's conversion of multiple subsidiaries from Inc. to LLC form (2018-2021) occurred simultaneously with its peak liability phase in the Al Shimari A…

CACI International
1 source on file
//1856 NOTABLE CONTRADICTION undated

CACI International: The conversion period for CACI's subsidiary restructuring (Aug 2018-Aug 2021) directly overlaps with the liability-determination phase of Al Shimari v…

CACI International
1 source on file
//1847 NOTABLE CONTRADICTION undated

Peter Navarro: AirBoss Defense Group's parent company AirBoss of America Corp. is a publicly traded Canadian entity (TSX: BOS, OTC: ABSSF), meaning any direct stock …

Peter Navarro
1 source on file
//1845 NOTABLE CONTRADICTION undated

CACI International: CACI's fiscal year-end is June 30, which makes its fourth quarter (April-June) and fiscal year-end coincide with the last quarter of the federal fisca…

CACI International
1 source on file
//1844 NOTABLE CONTRADICTION undated

CACI International: Between FY2018 and FY2021, CACI International converted CACI Premier Technology and approximately nine other subsidiaries from corporate (Inc.) to lim…

CACI International
1 source on file
//1829 NOTABLE CONTRADICTION undated

DARPA: The two-year ban on matters under 'official responsibility' (18 U.S.C. § 207(a)(2)) does not prohibit former DARPA program managers from providing str…

DARPA
1 source on file
//1824 NOTABLE CONTRADICTION undated

Federal Bureau of Investigation (FBI): Palantir Technologies Inc. (ticker PLTR) began trading on NYSE on September 30, 2020 at a direct listing price of $10 per share; as of 2024, Palantir'…

Federal Bureau of Investigation (FBI)
1 source on file
//1822 NOTABLE CONTRADICTION undated

Israeli Ministry of Defense: At least five federal lawsuits involving Gaza war-related civilian casualties have been filed against the State of Israel (not IMOD) seeking damages u…

Israeli Ministry of Defense
1 source on file
//1819 NOTABLE CONTRADICTION undated

Jeffrey Epstein: No public court docket in the Bear Stearns litigation (SDNY 1:08-cv-03015) names Jeffrey Epstein as a party, suggesting his $57 million investment was…

Jeffrey Epstein
1 source on file
//1818 NOTABLE CONTRADICTION undated

Richard Li: Richard Li's SEC filings from 2021-02-03 represent the only specifically dated filing in available records before the 2023-02-14 cluster, suggesting p…

Richard Li
1 source on file
//1810 NOTABLE CONTRADICTION undated

Axon Enterprise: Axon Enterprise's lobbying disclosures filed under the Lobbying Disclosure Act from 2021-2024 do not list any specific issue code related to workers' …

Axon Enterprise
1 source on file
//1803 NOTABLE CONTRADICTION undated

Clearview AI: No SEC filing requirement imposes a continuous obligation for non-reporting companies, so the gap itself is not legally anomalous; the relevant questi…

Clearview AI
1 source on file
//1802 NOTABLE CONTRADICTION undated

Richard Li: SEC EDGAR shows no Schedule 13D/13G filings under 'Richard Li' or 'Pacific Century Group' for any US public company except SPAC sponsorship structures…

Richard Li
1 source on file
//1800 NOTABLE CONTRADICTION undated

Richard Li: Richard Li's SEC filing pattern shows activity only at specific inflection points: 2004 (PCCW exit), 2021 (first Bridgetown SPAC), and 2023-2024 (Brid…

Richard Li
1 source on file
//1795 NOTABLE CONTRADICTION undated

CACI International: A review of Delaware public records for Certificates of Conversion filed by CACI subsidiaries between 2018 and 2021 would likely reveal a tight cluste…

CACI International
1 source on file
//1794 NOTABLE CONTRADICTION undated

CACI International: Between August 2018 and the filing of its FY2021 10-K, CACI International converted CACI Premier Technology and approximately nine other subsidiaries …

CACI International
1 source on file
//1786 NOTABLE CONTRADICTION undated

SentinelOne: SentinelOne maintains identifiable lobbying disclosures under the Lobbying Disclosure Act with The Fritts Group as its registrant for the period 2020-…

SentinelOne
1 source on file
//1784 NOTABLE CONTRADICTION undated

SentinelOne: Multiple SEC filings by SentinelOne on the same date (2025-03-26, 2026-03-19) suggest either simultaneous filing of different forms (e.g., 8-K and 10-…

SentinelOne
1 source on file
//1783 NOTABLE CONTRADICTION undated

CACI International: The Fourth Circuit's February 2018 denial of CACI's motion to dismiss in Al Shimari v. CACI (finding the Alien Tort Statute could apply to private con…

CACI International
1 source on file
//1780 NOTABLE CONTRADICTION undated

CACI International: CACI International Inc (parent, DUNS 048721413) directly holds a substantial portion of prime federal contracts (estimated 35-45% of total CACI obliga…

CACI International
1 source on file
//1778 NOTABLE CONTRADICTION undated

CACI International: The conversion window aligns with the period after the Supreme Court denied certiorari in Al Shimari in October 2017 and before the Fourth Circuit iss…

CACI International
1 source on file
//1776 NOTABLE CONTRADICTION undated

CACI International: The Delaware Certificate of Conversion for CACI Premier Technology (File No. 5330448) is a public record that would confirm the exact date of the corp…

CACI International
1 source on file
//1775 NOTABLE CONTRADICTION undated

Leidos: The HR/payroll integration date (July 1, 2017) aligns with the start of Leidos's fiscal year 2018, consistent with the practice of timing major system…

Leidos
1 source on file
//1768 NOTABLE CONTRADICTION undated

Unit 8200 (IDF): NSO Group's marketing to U.S. intelligence agencies (reported 2021) and its proposal for Pegasus integration with U.S. surveillance systems — activiti…

Unit 8200 (IDF)
1 source on file