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.

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

//3125 SIGNIFICANT CONTRADICTION undated

Paragon Solutions: AE Industrial Partners likely acquired Paragon Solutions through a stock purchase or merger agreement that did not trigger SEC reporting because the c…

Paragon Solutions
1 source on file
//3112 SIGNIFICANT CONTRADICTION undated

General Dynamics: The Aerospace Industries Association, a trade association whose members include General Dynamics, filed LDA quarterly reports in 2023-2024 listing agg…

General Dynamics
1 source on file
//3111 SIGNIFICANT CONTRADICTION undated

General Dynamics: General Dynamics reported in its 2023 10-K that it operates through 'approximately 200 subsidiaries,' none of which individually register under the pa…

General Dynamics
1 source on file
//3094 SIGNIFICANT CONTRADICTION undated

Israeli Ministry of Defense: Elbit Systems of America, Inc., a Delaware corporation, is the primary U.S. operating subsidiary of Elbit Systems Ltd. (Israeli parent) and has been n…

Israeli Ministry of Defense
1 source on file
//3090 SIGNIFICANT CONTRADICTION undated

Shield AI: Shield AI's SBIR Phase III contracts with DoD are typically unclassified and governed by FAR Part 12 (commercial items), meaning they would still appe…

Shield AI
1 source on file
//3089 SIGNIFICANT CONTRADICTION undated

Shield AI: The May 2022 SEC filing coincides with the closing of Shield AI's Series C round, and the October 2023 filing coincides with the opening of its Series…

Shield AI
1 source on file
//3086 SIGNIFICANT CONTRADICTION undated

SCL Group: SCL Group's SEC filing pattern (2005-2025) shows filings in nearly every year, suggesting the company maintained US securities reporting obligations c…

SCL Group
1 source on file
//3082 SIGNIFICANT CONTRADICTION undated

SoftBank Vision Fund: SoftBank Vision Fund's SEC filing activity on July 12, 2019 may represent routine quarterly holdings disclosure rather than a WeWork-specific regulato…

SoftBank Vision Fund
1 source on file
//3069 SIGNIFICANT CONTRADICTION undated

Elbit Systems: Elbit Systems' June 2019 SEC filing was a Form S-1/A registration statement for the issuance of shares related to the Harris Corporation night vision …

Elbit Systems
1 source on file
//3065 SIGNIFICANT CONTRADICTION undated

Peter Mandelson: No SEC Form 3, 4, or 5 (insider ownership) or Schedule 13D/G (beneficial ownership) filings for Peter Mandelson exist in EDGAR from 2010 to 2020, inco…

Peter Mandelson
1 source on file
//3054 SIGNIFICANT CONTRADICTION undated

Starshield: The $1.8B Starshield contract, when compared to Lockheed Martin Space segment revenue of approximately $12B, creates a 15% ratio that exceeds the SEC …

Starshield
1 source on file
//3048 SIGNIFICANT CONTRADICTION undated

Thiel Capital: Family office SPAC sponsors operating under the Investment Advisers Act exemption have no obligation to file Form PF (required of registered advisers)…

Thiel Capital
1 source on file
//3038 SIGNIFICANT CONTRADICTION undated

Crescendo Equity Partners: Korea Growth Investment Corp's 75 billion won commitment to Crescendo Fund II (September 2017) exceeded the total 10 billion won acquisition cost of C…

Crescendo Equity Partners
1 source on file
//3036 SIGNIFICANT CONTRADICTION undated

MoneyHero: USASpending.gov records do not contain contract awards for any of MoneyHero's known subsidiary names (SingSaver Pte Ltd, Money101, Moneymax, CompareAs…

MoneyHero
2 sources on file
//3015 SIGNIFICANT CONTRADICTION undated

Stephen Miller: The SEC's reporting threshold for beneficial ownership (5% of class or officer/director status) creates a disclosure gap for smaller holdings by polic…

Stephen Miller
2 sources on file
//3010 SIGNIFICANT CONTRADICTION undated

Stephen Miller: SEC EDGAR's inability to disambiguate individuals with common names is a documented structural limitation that prevents reliable attribution of inside…

Stephen Miller
1 source on file
//3009 SIGNIFICANT CONTRADICTION undated

Marcy Kaptur: Kaptur's November 12, 2025 vote on H.R. 5371 represents the third instance in a 12-month period where she voted against a major bill that included pro…

Marcy Kaptur
1 source on file
//3003 SIGNIFICANT CONTRADICTION undated

Mike Haridopolos: FL-08's 19% population aged 70+ and 10.4% poverty rate mean the OBBB's Medicaid cuts had direct adverse impact on a significant portion of Haridopolos…

Mike Haridopolos
1 source on file
//3001 SIGNIFICANT CONTRADICTION undated

Anduril Industries: Under the Corporations Act 2001 (Cth) Part 5B.2, any foreign company carrying on business in Australia must register with ASIC and provide prescribed …

Anduril Industries
1 source on file
//2992 SIGNIFICANT CONTRADICTION undated

Stephen Miller: Stephen Miller's 2019-2020 OGE Form 278e disclosure valued his Palantir holdings at $100,001-$250,000. Given Palantir's stock price appreciation from …

Stephen Miller
1 source on file
//2981 SIGNIFICANT CONTRADICTION undated

SentinelOne: The absence of SentinelOne from USASpending.gov does not itself demonstrate indirect federal market access; it is equally consistent with the company …

SentinelOne
1 source on file
//2973 SIGNIFICANT CONTRADICTION undated

Michelle Fischbach: Fischbach's vote for H.R. 8034, combined with her vote against the Fiscal Responsibility Act (2023), indicates a legislative pattern of domestic fisca…

Michelle Fischbach
1 source on file
//2968 SIGNIFICANT CONTRADICTION undated

SentinelOne: The existence of IL5 authorization suggests that technical or security barriers do not fully explain any observed absence of direct federal contracts;…

SentinelOne
1 source on file
//2967 SIGNIFICANT CONTRADICTION undated

SentinelOne: The Carahsoft reseller ecosystem for Israeli cybersecurity vendors (including SentinelOne, Check Point, CyberArk, Wiz, and others) represents a concen…

SentinelOne
1 source on file
//2963 SIGNIFICANT CONTRADICTION undated

Chris Brose: The 60-day gap between Brose's SASC departure (September 2018) and Anduril start (November 2018) does not correspond to any known cooling-off period u…

Chris Brose
1 source on file
//2955 SIGNIFICANT CONTRADICTION undated

Chris Brose: Anduril's $20 billion Army enterprise contract and $22 billion IVAS reassignment both specifically utilize acquisition pathways created or expanded in…

Chris Brose
1 source on file
//2952 SIGNIFICANT CONTRADICTION undated

Department of Government Efficiency (DOGE): No publicly available SEC filing as of March 2026 uses the specific phrase 'Department of Government Efficiency (DOGE)' in an 8-K Item 1.01 (Material …

Department of Government Efficiency (DOGE)
1 source on file
//2944 SIGNIFICANT CONTRADICTION undated

Brian Schimpf: Anduril's $20 billion U.S. Army enterprise contract (March 2026) and $22 billion IVAS reassignment (February 2025) together represent over 90% of the …

Brian Schimpf
1 source on file
//2939 SIGNIFICANT CONTRADICTION undated

Stephen Miller: Gregory Barbaccia, a Trump White House official, also owned Palantir stock while serving in immigration policy roles, suggesting a possible pattern of…

Stephen Miller
1 source on file
//2907 SIGNIFICANT CONTRADICTION undated

Shyam Sankar: Sankar's political donations to Krishnamoorthi have not been systematically tracked or reported by either Palantir or congressional ethics disclosures…

Shyam Sankar
1 source on file