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.

//2254 NOTABLE CORROBORATION undated

Curtis Yarvin: The standard SBIR acceptance rate of 18-20% applies only to eligible applicants. For firms that are VC-dominated, the effective award rate approaches …

Curtis Yarvin
2 sources on file
//2253 NOTABLE CORROBORATION undated

BlackRock: BlackRock's OCC comment letter (May 2026) opposing the 20% reserve cap is not recorded under Lobbying Disclosure Act reports, representing a form of r…

BlackRock
2 sources on file
//2247 NOTABLE CORROBORATION undated

Kara Frederick: The $30 million ImmigrationOS contract awarded without competition in April 2025 to Palantir by ICE occurred while the policy office directly involved…

Kara Frederick
1 source on file
//2246 NOTABLE CORROBORATION undated

Kara Frederick: Kara Frederick's position at the White House has no publicly filed OGE ethics agreement or recusal commitment regarding Palantir Technologies stock, d…

Kara Frederick
1 source on file
//2245 NOTABLE CORROBORATION undated

Stephen Miller: Stephen Miller's first publicly confirmed Palantir stock ownership disclosure appears in a January 2025 OGE Form 278e filing, approximately four years…

Stephen Miller
1 source on file
//2243 NOTABLE CORROBORATION undated

Kara Frederick: The $30M ImmigrationOS contract awarded without competition in April 2025 falls directly within Frederick's policy advisory domain as senior policy ad…

Kara Frederick
1 source on file
//2240 NOTABLE CORROBORATION undated

Kara Frederick: The $50,001-$100,000 Palantir stock holding by Frederick is the second-largest among at least 12 Trump White House staffers with Palantir disclosures …

Kara Frederick
1 source on file
//2239 NOTABLE CORROBORATION undated

Kara Frederick: The temporal sequence—Frederick appointed January 2025, Palantir awarded the $30M no-bid ImmigrationOS contract in April 2025, and lawmakers raising c…

Kara Frederick
1 source on file
//2238 NOTABLE CORROBORATION undated

Kara Frederick: No public record (OGE financial disclosure, ethics agreement, or waiver) has been located showing that Kara Frederick recused herself from matters aff…

Kara Frederick
1 source on file
//2232 NOTABLE CORROBORATION undated

Gregory Barbaccia: The $50,000 automatic disqualification threshold under 18 U.S.C. §208 does not capture conflicts arising from a former senior employee's policy-level …

Gregory Barbaccia
1 source on file
//2226 NOTABLE CORROBORATION undated

Reid Hoffman: No public database (FEC, USASpending) provides a one-to-one mapping between Reid Hoffman's political donations and specific Microsoft federal contract…

Reid Hoffman
2 sources on file
//2224 NOTABLE CORROBORATION undated

Brian Schimpf: Anduril's $20B Army enterprise vehicle consolidated 120+ separate procurement actions, as stated in the March 2026 announcement, reducing the number o…

Brian Schimpf
1 source on file
//2217 NOTABLE CORROBORATION undated

Thiel Capital: Thiel Capital's SPAC-related SEC filing dates (10-K) cluster in March 2021 for fiscal year 2020 due to the standard 90-day SEC deadline for large acce…

Thiel Capital
2 sources on file
//2205 NOTABLE CORROBORATION undated

Jeffrey Epstein: The EDGAR search that returned Terrestar filings alongside Epstein-related material likely results from CIK or corporate family clustering within the …

Jeffrey Epstein
2 sources on file
//2204 NOTABLE CORROBORATION undated

Jeffrey Epstein: Terrestar Corp was a distinct public satellite communications company (SIC 4899) headquartered in Reston, VA, incorporated in Delaware, that filed sta…

Jeffrey Epstein
2 sources on file
//2203 NOTABLE CORROBORATION undated

US Department of Homeland Security (DHS): A FOIA request to DHS for all internal communications (emails, memoranda, training materials) between the Office of the Secretary and DHS component pr…

US Department of Homeland Security (DHS)
1 source on file
//2202 NOTABLE CORROBORATION undated

US Department of Homeland Security (DHS): The DHS procurement spike at the $99,999-$99,999.99 threshold is consistent with contracting officer adaptation to avoid the Jun 2025 Noem directive, …

US Department of Homeland Security (DHS)
1 source on file
//2195 NOTABLE CORROBORATION undated

Brian Schimpf: The DARPA Grand Challenge (2005-2007) produced a talent pool that included several individuals who later worked at Palantir, but a systematic link bet…

Brian Schimpf
1 source on file
//2194 NOTABLE CORROBORATION undated

Brian Schimpf: Brian Schimpf joined Palantir Technologies approximately in 2007, three years after Joe Lonsdale left Palantir in 2004. Lonsdale had no documented rol…

Brian Schimpf
1 source on file
//2183 NOTABLE CORROBORATION undated

Israeli Ministry of Defense: The Israeli Ministry of Defense's NYC Mission processes approximately $1.1 billion annually in Direct Commercial Contracts using FMF funds, and these …

Israeli Ministry of Defense
1 source on file
//2180 NOTABLE CORROBORATION undated

Founders Fund: The US Federal Funding Accountability and Transparency Act's requirement for disclosure of 'ultimate parent companies' by government contractors has u…

Founders Fund
2 sources on file
//2178 NOTABLE CORROBORATION undated

Caedmon Group: The first verifiable corporate registration for any Caedmon entity linked to Alex Karp occurred on 8 December 2005—more than two years after Palantir …

Caedmon Group
1 source on file
//2169 NOTABLE CORROBORATION undated

John Joyce: The Oversight and Investigations Subcommittee, chaired by Joyce, has jurisdiction under House Rule X to investigate 'fraud, waste, and abuse' in CMS a…

John Joyce
1 source on file
//2155 NOTABLE CORROBORATION undated

Jodey C. Arrington: The AFL-CIO scorecard for the 119th Congress rates Arrington's H.R. 1 vote as anti-worker due to Medicaid and SNAP cuts, directly contradicting his of…

Jodey C. Arrington
1 source on file
//2152 NOTABLE CORROBORATION undated

Jimmy Panetta: Panetta’s JIMMY PAC distributed contributions to other Democratic candidates at a rate (98.62% of total disbursements) that is higher than the median …

Jimmy Panetta
1 source on file
//2150 NOTABLE CORROBORATION undated

Jeff Hurd: Hurd's April 2025 letter opposing any Medicaid reduction and his July 2025 vote for H.R. 1 (which reduces Medicaid by an estimated $1 trillion) consti…

Jeff Hurd
1 source on file
//2143 NOTABLE CORROBORATION undated

Jimmy Gomez: Gomez voted against H.Con.Res.14 (Fiscal Year 2025 Budget Resolution) on a recorded roll call vote. This vote is consistent with the Democratic Caucus…

Jimmy Gomez
1 source on file
//2142 NOTABLE CORROBORATION undated

Jennifer A. Kiggans: The 19,000 VA-02 constituents at risk of Medicaid coverage loss under H.R. 1 represent approximately 2.4% of the district's total population of ~787,8…

Jennifer A. Kiggans
1 source on file
//2137 NOTABLE CORROBORATION undated

Jodey C. Arrington: Fairshake PAC is one of the largest crypto super PACs, spending over $130 million in the 2024 election cycle, but no direct contributions from Fairsha…

Jodey C. Arrington
1 source on file
//2135 NOTABLE CORROBORATION undated

Jennifer A. Kiggans: Kiggans' previous labor-related votes (opposing predatory lending bill as state senator, receiving $20,000 from payday lenders) combined with her mili…

Jennifer A. Kiggans
1 source on file