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.

//3687 SIGNIFICANT CORROBORATION undated

John H. Rutherford: The 57% Yes vote for Florida Amendment 4 (abortion rights) in FL-5 suggests a more moderate electorate on some social issues than Rutherford's voting …

John H. Rutherford
1 source on file
//3686 SIGNIFICANT CORROBORATION undated

Jimmy Panetta: Panetta was one of 15 Democrats who voted 'yea' on final passage of H.R.9495 on November 21, 2024, defying the majority of his party and the position …

Jimmy Panetta
1 source on file
//3685 SIGNIFICANT CORROBORATION undated

Robert Menendez: Menendez voted Yea on the final passage of a DHS appropriations bill (H.R. 7147) that excluded funding for ICE and Border Patrol operations, while fun…

Robert Menendez
1 source on file
//3678 SIGNIFICANT CONTRADICTION undated

John H. Rutherford: The median household income in FL-05 ($89,255) is more than double the national median, meaning the district's lower poverty rate (6.7%-9.54%) and hig…

John H. Rutherford
1 source on file
//3675 SIGNIFICANT CORROBORATION undated

Hanmi Semiconductor: As a Korean-domiciled company listed only on Korean exchanges, Hanmi Semiconductor does not appear to file periodic reports directly with the U.S. SEC

Hanmi Semiconductor
1 source on file
//3670 SIGNIFICANT CONTRADICTION undated

Jimmy Gomez: Gomez's vote on H.R. 8022 is consistent with his district's 43.4% foreign-born population, which is an alternative explanation to AIPAC pressure for h…

Jimmy Gomez
1 source on file
//3669 SIGNIFICANT CONTRADICTION undated

Jeff Hurd: Hurd's district's 31% Medicaid enrollment rate exceeds the national average (estimated 23% as of 2023), making the $1 trillion in cuts disproportionat…

Jeff Hurd
1 source on file
//3668 SIGNIFICANT CORROBORATION undated

Jay Obernolte: Obernolte's campaign committee carried $1,125,000 in debt as of December 31, 2024, and only 0.42% of his 2023-2024 cycle funds came from small individ…

Jay Obernolte
1 source on file
//3666 SIGNIFICANT CORROBORATION undated

Jason Crow: Crow voted for H.R. 3746 consistent with the majority of his party's leadership (52 House Democrats voted yes, including Hakeem Jeffries), not against…

Jason Crow
1 source on file
//3664 SIGNIFICANT CONTRADICTION undated

Pablo Jose Hernández: Hernández's 2024 campaign contributions from San Juan legal and financial sectors totaled approximately $580,000 — a concentration consistent with don…

Pablo Jose Hernández
1 source on file
//3663 SIGNIFICANT CONTRADICTION undated

Nicole Malliotakis: Malliotakis’s vote for H.R. 9745 is consistent with her earlier vote for the September 2025 clean CR, suggesting a stable pattern of supporting govern…

Nicole Malliotakis
1 source on file
//3661 SIGNIFICANT CORROBORATION undated

Harriet M. Hageman: Hageman voted nay on H.R. 8035 (Ukraine Security Supplemental Appropriations Act, 2024) on the same day as her yea on H.R. 8034, April 20, 2024, creat…

Harriet M. Hageman
1 source on file
//3660 SIGNIFICANT CONTRADICTION undated

Emily Randall: The NW Detention Center visit denials, if confirmed, would be unusual — members of Congress have statutory access rights under 8 U.S.C. § 1357(a)(3) a…

Emily Randall
1 source on file
//3659 SIGNIFICANT CORROBORATION undated

Paragon Solutions: Paragon Solutions' marketing to Five Eyes countries, combined with its acquisition by a U.S. defense-connected PE firm, suggests the company may have …

Paragon Solutions
1 source on file
//3656 SIGNIFICANT CORROBORATION undated

Anduril Industries: Anduril's UK operations during 2022-2023 were conducted without a dedicated UK corporate registration at Companies House, complicating any parliamenta…

Anduril Industries
1 source on file
//3655 SIGNIFICANT CORROBORATION undated

Stripe: Stripe Inc. has not filed a full 10-K or 8-K with the SEC as of 2025, consistent with its status as a non-reporting company that only files Regulation…

Stripe
1 source on file
//3653 SIGNIFICANT CORROBORATION undated

Department of Government Efficiency (DOGE): The appearance of 'Department of Government Efficiency (DOGE)' in SEC filings, combined with its absence from USASpending and corporate registries, su…

Department of Government Efficiency (DOGE)
1 source on file
//3652 SIGNIFICANT CONTRADICTION undated

Invariant: DC corporate registry searches for 'Invariant LLC' represent the single most definitive method for disambiguating this entity, as DCRA records would c…

Invariant
1 source on file
//3651 SIGNIFICANT CONTRADICTION undated

Internal Revenue Service (IRS): No USASpending records currently exist for contracts awarded by the Bureau of the Fiscal Service that reference the IRS or tax refund systems, suggest…

Internal Revenue Service (IRS)
1 source on file
//3650 SIGNIFICANT CONTRADICTION undated

Unit 8200 (IDF): The DOJ FARA Unit database contains zero active registrations by NSO Group, Paragon Solutions, or Carbyne as foreign principals, consistent with the c…

Unit 8200 (IDF)
1 source on file
//3646 SIGNIFICANT CONTRADICTION undated

DARPA: Post-employment restrictions (18 U.S.C. § 207) impose a permanent ban on former DARPA program managers representing contractors before DARPA on 'parti…

DARPA
1 source on file
//3645 SIGNIFICANT CORROBORATION undated

National Security Agency (NSA): No public database cross-references LDA filings by both committee jurisdiction (Armed Services and Intelligence) for the same lobbying firm or client,…

National Security Agency (NSA)
1 source on file
//3642 SIGNIFICANT CORROBORATION undated

CACI International: Between February 2018 (denial of motion to dismiss in Al Shimari v. CACI Premier Technology, Inc.) and the filing of CACI's FY2021 10-K (August 2021),…

CACI International
1 source on file
//3641 SIGNIFICANT CORROBORATION undated

Leidos: The 11-month delay in HR/payroll integration post-acquisition suggests that the 25,000 IS&GS employees continued operating under Lockheed Martin's int…

Leidos
1 source on file
//3637 SIGNIFICANT CORROBORATION undated

World Liberty Financial: World Liberty Financial's October 30, 2024 Form D filing is mathematically consistent with token sales commencing no earlier than October 15, 2024 und…

World Liberty Financial
1 source on file
//3635 SIGNIFICANT CORROBORATION undated

Starshield: If Boeing, Lockheed Martin, or Northrop Grumman did not disclose Starshield as a competitive threat in their FY2024 10-Ks, the first potential documen…

Starshield
1 source on file
//3632 SIGNIFICANT CONTRADICTION undated

MOSAIC: The inferential claim about EDGAR modernization correlating with resumption of MOSAIC activity is self-contradictory: if MOSAIC filings continued thro…

MOSAIC
1 source on file
//3629 SIGNIFICANT CONTRADICTION undated

Jeffrey Epstein: Jeffrey Epstein's employment at Bear Stearns ended in 1981, 27 years before the 2008 PDCF was created, making a direct 'Bear Stearns-connected entity'…

Jeffrey Epstein
1 source on file
//3628 SIGNIFICANT CORROBORATION undated

Clarium Capital: FCIC witness lists from 2010-2011 contain no hedge fund with AUM below $10 billion during the crisis period, consistent with an implicit or explicit s…

Clarium Capital
1 source on file
//3626 SIGNIFICANT CORROBORATION undated

Crescendo Equity Partners: Korea Growth Investment Corp, a state-owned development bank, invested 75 billion won in Crescendo's second fund, creating a direct government financi…

Crescendo Equity Partners
1 source on file