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.

1,855 signals on file. For the hand-crafted narrative findings derived from this work, see /findings.

//3051 SIGNIFICANT CORROBORATION undated

Maiden Lane LLC: Maiden Lane LLC's SEC filings cluster around years when the underlying trusts underwent material changes: the residential trust termination (2013) and…

Maiden Lane LLC
1 source on file
//3050 SIGNIFICANT CORROBORATION undated

Maiden Lane LLC: Maiden Lane LLC's SEC filing obligations arose from the Registration Under the Securities Act of 1933 and Trust Indenture Act of 1939 requirements for…

Maiden Lane LLC
1 source on file
//3049 SIGNIFICANT CORROBORATION undated

Maiden Lane LLC: The filing cluster pattern (2011-2012 and 2014-2015) corresponds to the staggered liquidation of two distinct grantor trusts: the Residential Trust (l…

Maiden Lane LLC
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
//3044 SIGNIFICANT CORROBORATION undated

Thiel Capital: FEC employer attribution for family office principals operates in a disclosure gap where the contributor's W-2 employer (the LLC) may differ from the …

Thiel Capital
1 source on file
//3043 SIGNIFICANT CORROBORATION undated

Palantir Technologies: Palantir's CEO Alex Karp and Chairman Peter Thiel sold a combined total exceeding $4 billion in Palantir stock in calendar year 2024, prior to the ann…

Palantir Technologies
1 source on file
//3042 SIGNIFICANT CORROBORATION undated

Jeffrey Epstein: Liquid Funding Ltd., an offshore mortgage REIT chaired by Jeffrey Epstein (2001-2007) with $6.7B in assets, named Bear Stearns as its primary investme…

Jeffrey Epstein
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
//3037 SIGNIFICANT CORROBORATION undated

Palantir Technologies: Palantir's $30 million ICE ImmigrationOS contract (April 2025) predates the $1 billion DHS BPA by ten months, suggesting the BPA may absorb future Imm…

Palantir Technologies
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
//3032 SIGNIFICANT CORROBORATION undated

Project Maven: Google's 2018 policy change (announced late 2018) explicitly exempted sexual harassment claims from mandatory arbitration but left all other employmen…

Project Maven
1 source on file
//3030 SIGNIFICANT CORROBORATION undated

Federal Bureau of Investigation (FBI): The ITSSS-2 contract vehicle's $8 billion cap provides a procurement pathway that enables FBI to spend hundreds of millions on Palantir, Clearview AI,…

Federal Bureau of Investigation (FBI)
1 source on file
//3026 SIGNIFICANT CORROBORATION undated

MOSAIC: The entity conflation documented in MOSAIC research extends to the financial domain: 'Mosaic Acquisition Corp.' (a SPAC) is categorically distinct fro…

MOSAIC
2 sources on file
//3022 SIGNIFICANT CORROBORATION undated

Palantir Technologies: JD Vance received $10 million in super PAC support from Peter Thiel in 2021–2022, and Palantir co-founder Shyam Sankar has publicly expressed alignmen…

Palantir Technologies
2 sources on file
//3020 SIGNIFICANT CORROBORATION undated

Stephen Miller: SEC EDGAR's lack of a standard unique filer identifier means that federal ethics officials (OGE) cannot automatically cross-reference an official's Be…

Stephen Miller
1 source 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
//3014 SIGNIFICANT CORROBORATION undated

Stephen Miller: Stephen Miller's Palantir stock is held beneficially through a custodial account (child's brokerage) and does not trigger any individual SEC Form 4 or…

Stephen Miller
2 sources on file
//3011 SIGNIFICANT CORROBORATION undated

Stephen Miller: Stephen Miller's Palantir stock holdings, as disclosed on OGE Form 278e, are held in a brokerage account that lists his child as the account holder, c…

Stephen Miller
1 source 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
//3007 SIGNIFICANT CORROBORATION undated

Mariannette Miller-Meeks: The One Big Beautiful Bill Act’s Medicaid cuts disproportionately affect non-elderly, non-disabled adults (childless adults in expansion states) and c…

Mariannette Miller-Meeks
1 source on file
//3006 SIGNIFICANT CORROBORATION undated

Mariannette Miller-Meeks: As a member of the House Energy and Commerce Committee’s Health Subcommittee, Miller-Meeks has access to detailed policy briefings and expert testimon…

Mariannette Miller-Meeks
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
//3002 SIGNIFICANT CORROBORATION undated

William R. Timmons: Co-sponsor Rep. Ritchie Torres received $173,296 from crypto-related PACs and committees in the 2023-2024 election cycle, indicating the bipartisan sp…

William R. Timmons
2 sources 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
//2998 SIGNIFICANT CORROBORATION undated

Valar Ventures: The specific legal entity names and fund vintages of the two Valar Ventures funds that received Epstein's 2015-2016 investments have not been publicly…

Valar Ventures
1 source on file
//2995 SIGNIFICANT CORROBORATION undated

Stephen Miller: The lack of a universal OGE Person ID means that no automated ethics screening exists for officials who hold multiple positions (e.g., Deputy Chief of…

Stephen Miller
1 source on file
//2993 SIGNIFICANT CORROBORATION undated

Stephen Miller: The OGE Form 278e annual filings for Stephen Miller (2017–2021) do not disclose a transaction date for his Palantir stock, making it impossible to det…

Stephen Miller
2 sources 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
//2989 SIGNIFICANT CORROBORATION undated

Trae Stephens: Founders Fund's 2023 Form ADV (800-125522) lists 7 partners, including Stephens, but does not list any economic interest in Anduril above 5% for any s…

Trae Stephens
1 source on file