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.

2,088 signals on file. For the hand-crafted narrative findings derived from this work, see /findings.

//1694 NOTABLE CORROBORATION undated

JD Vance: JD Vance's single documented SEC filing in June 2019 likely corresponds to a Form D filing for a private offering by Narya Capital Fund I, not an ongo…

JD Vance
2 sources on file
//1691 NOTABLE CORROBORATION undated

Mike Pompeo: As of January 2025, no FEC donation records from Mike Pompeo have been found for the 2023-2024 election cycle, despite his active public role in Repub…

Mike Pompeo
1 source on file
//1688 NOTABLE CORROBORATION undated

UK Ministry of Defence: Palantir Technologies UK Ltd's statutory filing deadline for fiscal year ending 2025 would be 9 months after their year-end date (typically December 3…

UK Ministry of Defence
1 source on file
//1682 NOTABLE CORROBORATION undated

xAI: The GSA OneGov agreement with xAI at $0.42 per organization for 18 months, if confirmed by primary records, would represent the lowest-ever recorded p…

xAI
1 source on file
//1664 NOTABLE CORROBORATION undated

Clarium Capital: Clarium Capital's 13F filings for the four quarters following February 2009 show no sustained position in Alabama Aircraft, suggesting the position wa…

Clarium Capital
1 source on file
//1659 NOTABLE CORROBORATION undated

Clarium Capital: Clarium Capital's February 2009 13F filing showed Alabama Aircraft Industries shares valued at approximately $3.6 million, representing roughly 0.2–0.…

Clarium Capital
1 source on file
//1656 NOTABLE CORROBORATION undated

Palmer Luckey: Palantir’s direct listing S-1 (2020) shows Peter Thiel held 39.2% of voting power pre-IPO through Class B shares, and Alex Karp held 4.4% of voting an…

Palmer Luckey
2 sources on file
//1654 NOTABLE CORROBORATION undated

Valar Ventures: Venture capital fund general partners (like Valar Ventures) rarely pay 'dividends' to limited partners. Distributions occur almost exclusively followi…

Valar Ventures
1 source on file
//1650 NOTABLE CORROBORATION undated

Curtis Yarvin: Founders Fund's investment in Palantir occurred in 2005 (Series B), predating by over a decade any documented Yarvin-Thiel capital coordination claims…

Curtis Yarvin
2 sources on file
//1646 NOTABLE CORROBORATION undated

Thiel Capital: The claim’s logic applies most forcefully to family office SPAC sponsors that do not file Form 3/4/5 ownership reports (i.e., sponsors structured with…

Thiel Capital
1 source on file
//1635 NOTABLE CORROBORATION undated

Curtis Yarvin: The Urbit Foundation, which brought Yarvin back in 2024, is structured as a 501(c)(3) nonprofit and has no SEC filing requirement for officer changes,…

Curtis Yarvin
2 sources on file
//1623 NOTABLE CORROBORATION undated

Palantir Technologies: Palantir USG, Inc. is Palantir's primary legal entity for US federal contracting, having received all traceable prime awards since at least 2020, whil…

Palantir Technologies
1 source on file
//1621 NOTABLE CORROBORATION undated

Jeffrey Epstein: The $57 million investment by Epstein in Ralph Cioffi's Bear Stearns hedge fund in 2006 was a transaction that fell under the purview of SEC Form D (e…

Jeffrey Epstein
1 source on file
//1612 NOTABLE CORROBORATION undated

Palantir Technologies: A material but unquantifiable fraction of Palantir's $2.4B FY2025 US government revenue is derived from intelligence community contracts (CIA, NSA, NR…

Palantir Technologies
1 source on file
//1602 NOTABLE CORROBORATION undated

Federal Bureau of Investigation (FBI): The FBI's invocation of the 28 C.F.R. § 16.1(c)(3) exclusion has been challenged in at least two FOIA lawsuits by the Electronic Frontier Foundation (…

Federal Bureau of Investigation (FBI)
1 source on file
//1599 NOTABLE CORROBORATION undated

Thiel Capital: Thiel Capital's Korean joint venture structure with state-backed banks (KDB Industrial Bank, IBK) and Octave Capital predates the SPAC era by six year…

Thiel Capital
1 source on file
//1594 NOTABLE CORROBORATION undated

Hanmi Semiconductor: The absence of any Hanmi Semiconductor-related Schedule 13D/13G amendments on SEC EDGAR filed by Thiel, Danzeisen, or Crescendo in 2018 would be consi…

Hanmi Semiconductor
1 source on file
//1584 NOTABLE CORROBORATION undated

MoneyHero: No MoneyHero subsidiary (SingSaver Pte Ltd, Moneymax, CompareAsiaGroup) appears in USASpending.gov federal contract records as of 2024, confirming no …

MoneyHero
2 sources on file
//1583 NOTABLE CORROBORATION undated

Jeffrey Epstein: Jeffrey Epstein's SEC filing history (alleged cluster 2006-2007, single filing 2008) extends through the Bear Stearns collapse window (March 2008) and…

Jeffrey Epstein
1 source on file
//1558 NOTABLE CORROBORATION undated

Jeffrey Epstein: No SEC EDGAR filing under the name 'Jeffrey Epstein' with a filing date after August 10, 2019 can be attributed to the deceased financier Jeffrey Epst…

Jeffrey Epstein
1 source on file
//1555 NOTABLE CORROBORATION undated

ImmigrationOS: The DHS Privacy Office's two-tier PIA repository system — separating public from classified assessments — creates a structural verification gap where …

ImmigrationOS
2 sources on file
//1535 NOTABLE CORROBORATION undated

Stephen Miller: The USASpending.gov record for the ICE ICM contract (HSSCCG-23-D-00002) will not contain fields for individual beneficial owners, stockholders, or ult…

Stephen Miller
1 source on file
//1525 NOTABLE CORROBORATION undated

Chuck Edwards: The House Ethics Committee has not publicly reported any investigation into Edwards' campaign loan as of July 2025. However, the FEC — not the House E…

Chuck Edwards
1 source on file
//1523 NOTABLE CORROBORATION undated

Chuck Edwards: Edwards' May 22, 2025 vote on H.R. 1 represents a qualitatively different policy stance than his 2022 state Senate vote for Medicaid expansion — the 2…

Chuck Edwards
1 source on file
//1520 NOTABLE CORROBORATION undated

Valar Ventures: The $170 million Valar Ventures position is described as the 'largest remaining asset' in the Epstein estate as of June 2025, yet Valar Ventures has f…

Valar Ventures
1 source on file
//1518 NOTABLE CORROBORATION undated

Jeffrey Epstein: No court-ordered SEC filing requirement was imposed on Jeffrey Epstein by the July 2008 federal plea agreement in Case 08-20464-CR-Middlebrooks (S.D. …

Jeffrey Epstein
2 sources on file
//1517 NOTABLE CORROBORATION undated

Jeffrey Epstein: Jeffrey Epstein's principal financial entity, Financial Trust Company, Inc., was a Virgin Islands-chartered trust company regulated by the VI Division…

Jeffrey Epstein
2 sources on file
//1507 NOTABLE CORROBORATION undated

Stephen Miller: The absence of federal LDA filings for Stephen Miller is consistent with his exemption under 2 U.S.C. §1602(8) during his White House service, but thi…

Stephen Miller
1 source on file
//1505 NOTABLE CORROBORATION undated

Stephen Miller: The SEC EDGAR system does not incorporate standardized unique personal identifiers across different CIKs, making automated cross-referencing of inside…

Stephen Miller
2 sources on file
//1500 NOTABLE CORROBORATION undated

Stephen Miller: Stephen Miller's Palantir stock holding ($100,001-$250,000) is documented in his OGE Form 278e financial disclosure for 2025, not in SEC EDGAR filings…

Stephen Miller
1 source on file