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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Pat Harrigan: Harrigan's vote for OBBBA created a material conflict between his $8.8M personal wealth (117th in Congress) and the interests of the 9.2% of his distr…

Pat Harrigan
1 source on file
//0914 CRITICAL CORROBORATION undated

Kat Cammack: The OBBBA's projected $1 trillion in Medicaid cuts disproportionately impacts rural hospitals, which typically derive 30-50% of revenue from Medicaid …

Kat Cammack
1 source on file
//0908 CRITICAL CORROBORATION undated

Sarah Elfreth: Sarah Elfreth received $4,217,711 in independent expenditures from the AIPAC-affiliated United Democracy Project during her 2024 primary election cycl…

Sarah Elfreth
1 source on file
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John Joyce: John Joyce's public statement that OBBBA would 'strengthen Medicaid' contradicts the CBO's formal analysis, which projects significant benefit reducti…

John Joyce
1 source on file
//0869 CRITICAL CORROBORATION undated

Kristen McDonald Rivet: McDonald Rivet's office issued a press release on or around 2026-01-28 celebrating the receipt of Community Project Funding for the Bridgeport Fire De…

Kristen McDonald Rivet
1 source on file
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Maven Smart System: Maven Smart System's OTA status circumvents the standard Congressional notification requirements for AI weapons systems established in NDAA Section 23…

Maven Smart System
1 source on file
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Stephen Miller: Stephen Miller's OGE 2025 re-entry ethics agreement could contain a recusal provision regarding Palantir-related agency decisions, the non-existence o…

Stephen Miller
2 sources on file
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Maven Smart System: Any FOIA request for Pentagon decision memos justifying the use of OTAs for Maven Smart System in 2019-2020 would likely be denied or heavily redacted…

Maven Smart System
1 source on file
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Maven Smart System: The chronological sequence linking Google's 2018 withdrawal, the Pentagon's OTA policy pivot, and Maven Smart System's 2019-2020 operational emergence…

Maven Smart System
1 source on file
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Maven Smart System: Any public records demonstrating Palantir lobbied for OTA expansion during 2018-2020 would directly connect corporate self-interest in reduced transpa…

Maven Smart System
1 source on file
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Academi (formerly Blackwater): Constellis Holdings, the parent company of Academi, is the entity most likely to hold active federal contracts and lobbying registrations that will ap…

Academi (formerly Blackwater)
1 source on file
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CACI International: A USASpending.gov search conducted using the parent corporate name 'CACI International' is structurally insufficient to capture federal contracts held…

CACI International
1 source on file
//0717 CRITICAL CORROBORATION undated

Israeli Ministry of Defense: No publicly accessible U.S. federal court case has been found asserting jurisdiction under the Foreign Sovereign Immunities Act commercial activity ex…

Israeli Ministry of Defense
1 source on file
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Israeli Ministry of Defense: The Israeli Ministry of Defense Mission to the United States, based in New York City, operates as a sovereign procurement conduit handling approximate…

Israeli Ministry of Defense
1 source on file
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Paragon Solutions: The 2004 SEC filing cluster for 'Paragon Solutions' cannot be assumed to involve the same legal entity as the Israeli spyware company founded in 2019;…

Paragon Solutions
1 source on file
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World Liberty Financial: The ultimate beneficial ownership of World Liberty Financial flows through a chain of three separate legal entities: DT Marks DEFI LLC (60% owner), WL…

World Liberty Financial
2 sources on file
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Thiel Capital: No Congressional oversight hearing on SPAC market evolution has examined whether the 2011 family office exemption creates a structural loophole permit…

Thiel Capital
1 source on file
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World Liberty Financial: DT Marks DEFI LLC's 60% ownership and 75% revenue entitlement structure in World Liberty Financial means the Trump family had a direct and material fi…

World Liberty Financial
2 sources on file
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Mike Collins: Collins voted against the Fiscal Responsibility Act (May 31, 2023) and for the One Big Beautiful Bill Act (July 2025), making him one of the few House…

Mike Collins
1 source on file
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Stephen Miller: Stephen Miller's Palantir stock ownership, disclosed on OGE Form 278e as held in a child's brokerage account, would trigger imputed disqualification u…

Stephen Miller
2 sources on file
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Brandon Lutnick: Cantor Fitzgerald's November 14, 2025 press release — the first public acknowledgment of conflict allegations — did not cite any existing formal recus…

Brandon Lutnick
1 source on file
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Gregory Barbaccia: Barbaccia's Tech Force initiative embeds approximately 30 private sector employees into federal agencies, but no public list exists identifying which …

Gregory Barbaccia
1 source on file
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SentinelOne: The inference of 'automated replication' is based on an untrusted external dataset that includes future-dated entries (2026-03-19) and thus should not…

SentinelOne
1 source on file
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Mary E. Miller: Miller's 'nay' vote on H.R. 8035 on April 20, 2024, combined with her 'yea' vote on H.R. 8034 (Israel aid) on the same day, demonstrates that her oppo…

Mary E. Miller
1 source on file
//0420 CRITICAL CORROBORATION undated

Roger F. Wicker: The procedural mechanism of budget reconciliation allowed Wicker to vote for the OBBB (requiring only 50 votes) without formally contradicting his vot…

Roger F. Wicker
1 source on file
//0419 CRITICAL CORROBORATION undated

Roger F. Wicker: Wicker's objection to the Major Richard Star Act (October 2025) — blocking retirement pay for 54,000 combat-injured veterans — created a factual patte…

Roger F. Wicker
1 source on file
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Gabe Vasquez: The SNAP work requirement expansion in H.R. 3746 raised the ABAWD age limit to 56 and shortened the exemption phase-in period to 3 years, making it mo…

Gabe Vasquez
1 source on file
//0374 CRITICAL CORROBORATION undated

Gabe Evans: The mandatory detention provision in H.R. 29 applies to any non-citizen 'arrested for, charged with, or convicted of' theft, burglary, or shoplifting …

Gabe Evans
1 source on file
//0283 CRITICAL CORROBORATION undated

Global Counsel: Global Counsel's 11-year absence from SEC EDGAR full-text searches during a period when it advised multiple multinational SEC registrants constitutes …

Global Counsel
2 sources on file
//0263 CRITICAL CORROBORATION undated

Curtis Yarvin: The SEC EDGAR database contains no filings for Curtis Yarvin as an individual or insider on Forms 4, SC 13D, SC 13G, DEF 14A, 10-K, or 10-Q across the…

Curtis Yarvin
2 sources on file