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.

4,093 signals on file. For the hand-crafted narrative findings derived from this work, see /findings.

//3166 SIGNIFICANT CONTRADICTION undated

John J. McGuire: The claim's reference to H.R. 22 may be a category error: no bill numbered H.R. 22 has been voted on during McGuire's congressional tenure (2025-prese…

John J. McGuire
1 source on file
//3165 SIGNIFICANT CONTRADICTION undated

John James: Henry Ford Health System executives and physicians contributed a total of $18,200 to John James's 2023-2024 campaign committee, making healthcare the …

John James
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
//3162 SIGNIFICANT CONTRADICTION undated

Jodey C. Arrington: The dominant industries in TX-19 (healthcare, education, retail, agriculture) do not include defense or foreign policy-related sectors, suggesting tha…

Jodey C. Arrington
1 source on file
//3160 SIGNIFICANT CONTRADICTION undated

Jodey C. Arrington: TX-19 is a top energy-producing district where oil & gas extraction and related industries (including wind) are major employers, though precise O&G em…

Jodey C. Arrington
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
//3155 SIGNIFICANT CONTRADICTION undated

Jeff Hurd: The claim that a '3,500-employee constituency' exists with a unified economic stake against land sales is not supported by current employment data: BL…

Jeff Hurd
1 source on file
//3152 SIGNIFICANT CONTRADICTION undated

Nick LaLota: The DHS partial shutdown of 2026 lasted 75 days (fact #30), meaning the claim's reference to a '43-day period' is inconsistent with the established sh…

Nick LaLota
1 source on file
//3151 SIGNIFICANT CONTRADICTION undated

Nick LaLota: The House did not pass seven separate appropriations bills for FY2026 that subsequently stalled in the Senate; the record shows only a few bills clear…

Nick LaLota
1 source on file
//3150 SIGNIFICANT CONTRADICTION undated

Jimmy Gomez: The October 2023 ceasefire resolution Gomez did not sign was a progressive Democratic sign-on letter, not a floor vote cast against Gaza—his 'no' is p…

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
//3126 SIGNIFICANT CONTRADICTION undated

David Sacks: The absence of SEC Form 4 filings for David Sacks is consistent with his holdings being structured through limited partnership interests that fall bel…

David Sacks
1 source on file
//3125 SIGNIFICANT CONTRADICTION undated

Paragon Solutions: AE Industrial Partners likely acquired Paragon Solutions through a stock purchase or merger agreement that did not trigger SEC reporting because the c…

Paragon Solutions
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
//3112 SIGNIFICANT CONTRADICTION undated

General Dynamics: The Aerospace Industries Association, a trade association whose members include General Dynamics, filed LDA quarterly reports in 2023-2024 listing agg…

General Dynamics
1 source on file
//3111 SIGNIFICANT CONTRADICTION undated

General Dynamics: General Dynamics reported in its 2023 10-K that it operates through 'approximately 200 subsidiaries,' none of which individually register under the pa…

General Dynamics
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