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.

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BlackRock: Standard FEC contribution aggregation tools that search only for employer name 'BlackRock' systematically undercount contributions from employees of s…

BlackRock
2 sources on file
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Anduril Industries: No public court records document protective orders being entered in Anduril v. Salient Motion that could be correlated with specific contract awards o…

Anduril Industries
2 sources on file
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Ryan K. Zinke: Zinke did not issue any public statement, floor speech, or press release on Jan 6, 2021 explaining his 'nay' vote on H.J.Res. 11, or his position on t…

Ryan K. Zinke
1 source on file
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Stephen Miller: The FEC's $200 itemization threshold means that any contributions made by Stephen Miller (White House adviser) below $200 per election cycle would be …

Stephen Miller
2 sources on file
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Mike Pompeo: The mechanism for retaining security clearances post-CIA Directorship is governed by Executive Order 13467 and CIA internal directives, which allow co…

Mike Pompeo
1 source on file
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Valar Ventures: The Miami Herald's Epstein investigation preparatory period (approximately June-October 2018) overlaps with a period of elevated SEC filing activity b…

Valar Ventures
1 source on file
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World Liberty Financial: World Liberty Financial, Inc.'s non-stock corporate status in Delaware systematically prevents it from appearing in free corporate database aggregator…

World Liberty Financial
1 source on file
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Mike Collins: Collins's vote for H.R. 1 places him among the majority of House Republicans who supported the bill despite its deficit-increasing CBO score, which co…

Mike Collins
1 source on file
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Curtis Yarvin: Curtis Yarvin's FEC occupation field transitioned from 'Software Engineer - Tlon Corporation' (pre-2019) to 'Writer/Independent Scholar' (2020-2022) a…

Curtis Yarvin
2 sources on file
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Curtis Yarvin: No public record has been found linking Tlon Corporation to SBIR/STTR grants or federal contracts as prime awardee as of the entity’s 2019 separation …

Curtis Yarvin
2 sources on file
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Michael K. Simpson: Simpson's 2023 debt ceiling yes vote was cast alongside 149 House Republicans against 71 Republican defectors — he was not a member of the pivotal 21 …

Michael K. Simpson
1 source on file
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World Liberty Financial: World Liberty Financial’s only known SEC filing as of February 2026 is a single Form D filed October 30, 2024, which is the standard one-time notice r…

World Liberty Financial
2 sources on file
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Joe Lonsdale: At least three 8VC portfolio companies (Anduril, C3.ai, Verkada) have received government contracts exceeding $10 million each, in domains directly ov…

Joe Lonsdale
1 source on file
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Shyam Sankar: Sankar's beneficial ownership of Palantir shares is reported annually in the company's proxy statement under 'Security Ownership of Certain Beneficial…

Shyam Sankar
1 source on file
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Kara Frederick: The combination of Frederick's direct policy advisory role to Miller, her $50,000–$100,000 unrecused Palantir stake, and Miller's acknowledged role in…

Kara Frederick
1 source on file
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Kara Frederick: Kara Frederick is one of only two White House staffers (alongside Stephen Miller) with Palantir stock valued at over $50,000, making her uniquely posi…

Kara Frederick
1 source on file
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Kara Frederick: Frederick's failure (if confirmed) to file a blind trust or recusal agreement specific to Palantir stock would be inconsistent with standard ethics pr…

Kara Frederick
1 source on file
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Kara Frederick: Kara Frederick's transition from Heritage Foundation (where she directed tech policy) to White House senior policy advisor to Stephen Miller (who over…

Kara Frederick
1 source on file
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Kara Frederick: Kara Frederick's career pipeline — DoD counterterrorism analyst (6 years, 3 Afghanistan deployments, NSA liaison) to Facebook Global Security Countert…

Kara Frederick
1 source on file
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Kara Frederick: The $30 million Palantir ImmigrationOS contract awarded by ICE in April 2025 was executed under policy guidance developed by the office of Stephen Mil…

Kara Frederick
1 source on file
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Kara Frederick: Frederick's testimony as the lone Republican witness alongside Frances Haugen at the December 2021 House Energy and Commerce hearing provides a docume…

Kara Frederick
1 source on file
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Kara Frederick: Palantir was awarded a $30 million ImmigrationOS contract by ICE in April 2025 without public competitive bidding, concurrent with Frederick's tenure …

Kara Frederick
1 source on file
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Kara Frederick: The $30 million no-bid ImmigrationOS contract awarded by ICE in April 2025 occurred while Frederick was serving as policy advisor to Stephen Miller, t…

Kara Frederick
1 source on file
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Kara Frederick: Kara Frederick's Palantir stock holdings ($50,001-$100,000) were the second-largest among at least 12 Trump White House staffers with Palantir holding…

Kara Frederick
1 source on file
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Eric Schmidt: Schmidt Futures' IRS Form 990-PF filings, which are publicly accessible via ProPublica and the IRS, list individual grants but cover fiscal years with…

Eric Schmidt
2 sources on file
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Eric Schmidt: Schmidt Futures does not publish a searchable, real-time database of its grants on its public website, consistent with the practices of most private f…

Eric Schmidt
2 sources on file
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Founders Fund: Trae Stephens, a Founders Fund partner, served on the DoD Defense Innovation Board from 2018-2021, a position requiring political appointment and secu…

Founders Fund
2 sources on file
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Reid Hoffman: The total value of Microsoft federal contracts awarded between 2020 and 2024 exceeds $15 billion, yet no peer-reviewed or journalistic analysis has ex…

Reid Hoffman
2 sources on file
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Kara Frederick: Kara Frederick's Palantir stock ownership, at $50,001–$100,000, represents the second-largest Palantir holding among at least 12 White House staffers …

Kara Frederick
1 source on file
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Kara Frederick: No public ethics agreement or recusal letter has been filed by Frederick regarding Palantir Technologies matters, despite federal regulations (5 C.F.R…

Kara Frederick
1 source on file