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.

//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
//1765 NOTABLE CONTRADICTION undated

Unit 8200 (IDF): Palo Alto Networks disclosed in its FY2024 10-K that US government customers (federal, state, and local) accounted for approximately 17% of total reve…

Unit 8200 (IDF)
1 source on file
//1757 NOTABLE CONTRADICTION undated

Saudi Public Investment Fund (PIF): Vianovo has no current FARA registration with the Saudi Public Investment Fund as foreign principal on the DOJ public database as of 2023-06-01, contr…

Saudi Public Investment Fund (PIF)
1 source on file
//1755 NOTABLE CONTRADICTION undated

Rafael Advanced Defense Systems: Rafael's US-incorporated subsidiary, Rafael USA (CAGE code 3D6G4), is registered in USASpending and SAM.gov, confirming that Rafael does engage in US …

Rafael Advanced Defense Systems
1 source on file
//1750 NOTABLE CONTRADICTION undated

Rafael Advanced Defense Systems: Rafael's SEC filing obligations do not correlate with USASpending contract records because payments for Iron Dome procurement from the US Army are rou…

Rafael Advanced Defense Systems
1 source on file
//1742 NOTABLE CONTRADICTION undated

DARPA: The DARPA TASS contract structure (HR0011-24-D-0101 through 0106) explicitly authorizes technical and analytical support services, which are legally d…

DARPA
1 source on file
//1741 NOTABLE CONTRADICTION undated

DARPA: No TASS task order award documentation has been made publicly available on USASpending.gov as of October 2024, preventing independent verification of …

DARPA
1 source on file
//1740 NOTABLE CONTRADICTION undated

DARPA: The TASS contract's five-year performance period (2023-2028) means that key personnel designations made at contract award create a presumption of cont…

DARPA
1 source on file
//1729 NOTABLE CONTRADICTION undated

Starshield: The claim that competitors reference Starshield indirectly through capability descriptions in SEC filings is inconsistent with SEC materiality rules—a…

Starshield
1 source on file
//1725 NOTABLE CONTRADICTION undated

Matt Danzeisen: Palantir's SEC filings confirm that Thiel-related entities hold approximately 10% beneficial ownership of Palantir common stock, creating a financial …

Matt Danzeisen
2 sources on file
//1721 NOTABLE CONTRADICTION undated

Matt Danzeisen: Matt Danzeisen's September 15, 2021 FEC contribution adjustments correlate with the Q3 FEC filing deadline window, suggesting the corrections were tri…

Matt Danzeisen
2 sources on file
//1720 NOTABLE CONTRADICTION undated

Matt Danzeisen: The FAR's public company exemption and the FinCEN Corporate Transparency Act's public company exemption create a dual regulatory gap: no federal repor…

Matt Danzeisen
2 sources on file
//1719 NOTABLE CONTRADICTION undated

Matt Danzeisen: FAR Case 2020-002 (finalized July 2022) codified an existing regulatory carveout that has never required beneficial ownership disclosure from any publ…

Matt Danzeisen
2 sources on file
//1718 NOTABLE CONTRADICTION undated

Nvidia: The inference that fragmented revenue concentration implies Tier 1 supplier procurement is not supported by Nvidia's FY2025 10-K, which lists both dir…

Nvidia
2 sources on file
//1717 NOTABLE CONTRADICTION undated

World Liberty Financial: The absence of Donald Trump's name as an 'executive officer' or 'director' on WLF's SEC Form D while being listed as an 'affiliated person' creates a …

World Liberty Financial
2 sources on file
//1710 NOTABLE CONTRADICTION undated

MOSAIC: A systematic analysis of USASpending under R-series codes (e.g., R408, R425) for protective services and threat assessment would provide the definitiv…

MOSAIC
1 source on file