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.

//3216 SIGNIFICANT CORROBORATION undated

Madeleine Dean: Dean's dual membership on Appropriations (which controls military spending) and Foreign Affairs (which authorizes arms sales) gives her a rare structu…

Madeleine Dean
1 source on file
//3213 SIGNIFICANT CORROBORATION undated

Marc A. Veasey: Veasey's defense-sector PAC contributions, though not a top-three career sector by aggregate dollar amount, represent a more geographically concentrat…

Marc A. Veasey
1 source on file
//3207 SIGNIFICANT CORROBORATION undated

Marc A. Veasey: Rep. Marc Veasey voted for H.R. 2617 (Consolidated Appropriations Act, 2023) on December 23, 2022, which included Section 135 of the National Defense …

Marc A. Veasey
1 source on file
//3203 SIGNIFICANT CORROBORATION undated

Lloyd Smucker: Over 61,000 constituents in Pennsylvania's 11th Congressional District live below the poverty line (7.9% of approximately 773,000 residents), meaning …

Lloyd Smucker
1 source on file
//3201 SIGNIFICANT CORROBORATION undated

Pat Harrigan: Harrigan's ownership of firearms/defense manufacturing companies (ZRODelta, Unbranded AR, US Optics) while serving on the House Armed Services Committ…

Pat Harrigan
1 source on file
//3193 SIGNIFICANT CORROBORATION undated

Ken Calvert: The Q1 2026 contribution surge from defense contractors occurred during the same period Calvert was using his subcommittee gavel to advance reconcilia…

Ken Calvert
1 source on file
//3187 SIGNIFICANT CORROBORATION undated

Kat Cammack: The University of Florida's 2023-2024 enrollment of ~55,900 students includes approximately 13,000 students from outside Florida (out-of-state and int…

Kat Cammack
1 source on file
//3184 SIGNIFICANT CORROBORATION undated

Jeff Hurd: Jeff Hurd voted in May 2025 to eliminate clean energy tax credits that directly benefit rural electric co-ops employing over 500 people in his distric…

Jeff Hurd
1 source on file
//3179 SIGNIFICANT CORROBORATION undated

Kristen McDonald Rivet: McDonald Rivet requested the Bridgeport Fire Department Community Project Funding through the House Appropriations Committee's formal earmark request …

Kristen McDonald Rivet
1 source on file
//3169 SIGNIFICANT CORROBORATION undated

Josh Gottheimer: Approximately 75% of Gottheimer's campaign cash comes from out-of-state donors, with AIPAC and Wall Street firms as top contributors, making his donor…

Josh Gottheimer
1 source on file
//3168 SIGNIFICANT CORROBORATION undated

John Garamendi: Garamendi's 2023 vote against H.R. 3746 (Fiscal Responsibility Act) aligned him with 100% of House Democrats who voted, while 71% of House Republicans…

John Garamendi
1 source on file
//3167 SIGNIFICANT CORROBORATION undated

John Garamendi: In the 2019-2020 cycle, Representative John Garamendi received $95,000 of his $100,500 from Transportation Unions specifically from three unions: Inte…

John Garamendi
1 source on file
//3164 SIGNIFICANT CORROBORATION undated

John J. McGuire: McGuire's 2025 vote for H.R. 1 (which cuts Medicaid through block grant structures) combined with support for the SAVE Act creates a policy tension: r…

John J. McGuire
1 source on file
//3163 SIGNIFICANT CORROBORATION undated

John H. Rutherford: Rutherford's defense sector PAC donors (Lockheed Martin, Northrop Grumman, RTX Corp) contributed a combined $30,000 in the 2024 cycle, while OBBBA cut…

John H. Rutherford
1 source on file
//3157 SIGNIFICANT CORROBORATION undated

Jimmy Gomez: The $1.5M in outside spending by AIPAC's United Democracy Project supporting Gomez in 2024 dwarfs Gomez's total small-donor campaign receipts ($11,445…

Jimmy Gomez
1 source on file
//3143 SIGNIFICANT CORROBORATION undated

Emanuel Cleaver: Cleaver's voting record is consistent with a broad pattern of supporting foreign aid and humanitarian assistance independent of committee-specific exp…

Emanuel Cleaver
1 source on file
//3140 SIGNIFICANT CORROBORATION undated

Paragon Solutions: The absence of Paragon Solutions in USASpending.gov is inconsistent with documented DHS and US government use, suggesting that any US government contr…

Paragon Solutions
1 source on file
//3137 SIGNIFICANT CORROBORATION undated

US Department of Defense (Pentagon): The consolidation of Palantir contracts into W519TC25D0039 likely includes contracts from at least five DoD sub-agencies (U.S. Army, U.S. Navy, U.S. A…

US Department of Defense (Pentagon)
1 source on file
//3135 SIGNIFICANT CORROBORATION undated

World Liberty Financial: World Liberty Financial's Form D filing on October 30, 2024 mathematically establishes the token sales commencement date as no earlier than October 15…

World Liberty Financial
2 sources on file
//3133 SIGNIFICANT CORROBORATION undated

Stephen Miller: The existence or absence of an ethics waiver for Stephen Miller regarding Palantir-related policy decisions cannot be determined from any currently pu…

Stephen Miller
2 sources on file
//3132 SIGNIFICANT CORROBORATION undated

Maven Smart System: The Pentagon's formal transition from Project Maven (Google) to Maven Smart System (Palantir) is documented in a classified program decision memorandu…

Maven Smart System
1 source on file
//3131 SIGNIFICANT CORROBORATION undated

US Department of Defense (Pentagon): The Pentagon's GenAI.mil platform (launched December 9, 2025) and the subsequent integration of xAI's Grok (announced December 22, 2025) parallel the …

US Department of Defense (Pentagon)
1 source on file
//3129 SIGNIFICANT CORROBORATION undated

Federal Bureau of Investigation (FBI): Palantir Technologies' SEC filings and the USASpending database can be cross-referenced to determine whether the FBI's Palantir contracts flowed throu…

Federal Bureau of Investigation (FBI)
1 source on file
//3128 SIGNIFICANT CORROBORATION undated

World Liberty Financial: World Liberty Financial's Form D filing on October 30, 2024, mathematically constrains the first token sale to the period October 15-30, 2024, with th…

World Liberty Financial
2 sources on file
//3127 SIGNIFICANT CORROBORATION undated

Elbit Systems: Elbit Systems' U.S. lobbying activities are concentrated at the state level (Texas, Virginia, New Hampshire) through its subsidiary ESA, rather than t…

Elbit Systems
1 source on file
//3123 SIGNIFICANT CORROBORATION undated

Hanmi Semiconductor: Hanmi Semiconductor's 2023 business report (DART filing) lists export control compliance as a material risk factor but does not reference U.S. CHIPS A…

Hanmi Semiconductor
2 sources on file
//3119 SIGNIFICANT CORROBORATION undated

Rebekah Mercer: The $34,800 total claimed for Rebekah Mercer's December 2023 contributions is consistent with a coordinated strategy to maximize individual contributi…

Rebekah Mercer
1 source on file
//3118 SIGNIFICANT CORROBORATION undated

L3Harris Technologies: The structural reporting lag between defense contractors‘ calendar-year filings and the federal budget cycle has been identified by the DoD Office of …

L3Harris Technologies
1 source on file
//3113 SIGNIFICANT CORROBORATION undated

Raytheon Technologies (RTX): The 2020 RTX 10-K's segment reporting structure directly maps to the three principal operating entities from the pre-merger companies: Raytheon Missil…

Raytheon Technologies (RTX)
1 source on file
//3109 SIGNIFICANT CORROBORATION undated

Richard Li: No publicly verified SEC EDGAR accession numbers have been cited for any Richard Li filing between 2014 and 2024 beyond the single 2021 filing, making…

Richard Li
1 source on file