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.

1,855 signals on file. For the hand-crafted narrative findings derived from this work, see /findings.

//3362 SIGNIFICANT CORROBORATION undated

Keith Self: Self demonstrated a pattern of publicly opposing legislation and then voting for it under party pressure (H.R. 1, July 2025), suggesting his voting re…

Keith Self
1 source on file
//3357 SIGNIFICANT CORROBORATION undated

NSO Group: NSO Group's challenge to its Entity List designation through U.S. federal litigation (ND California) is a documented form of engagement with the U.S. …

NSO Group
1 source on file
//3353 SIGNIFICANT CORROBORATION undated

NSO Group: No confirmed US federal contracts with NSO Group exist in unclassified records, which is consistent with both the absence of contracting and the prese…

NSO Group
1 source on file
//3352 SIGNIFICANT CORROBORATION undated

Federal Bureau of Investigation (FBI): FBI's use of the DOJ-wide ITSSS-2 contract vehicle, valued at $8 billion, allows the Bureau to acquire technology without filing separate contract rec…

Federal Bureau of Investigation (FBI)
1 source on file
//3348 SIGNIFICANT CORROBORATION undated

Nathan Gettings: The absence of Nathan Gettings from public conference speaker lists, patent inventors (post-Palantir), and technical publications after 2010 is consis…

Nathan Gettings
1 source on file
//3346 SIGNIFICANT CORROBORATION undated

Nathan Gettings: Nathan Gettings is not listed as a director, officer, or significant shareholder in any SEC-registered entity as of 2024, based on systematic searches…

Nathan Gettings
1 source on file
//3344 SIGNIFICANT CORROBORATION undated

Elbit Systems: Multiple Israeli defense contractors (Elbit, Rafael, IAI) exhibit similar SEC filing patterns with early-2000s filings followed by multi-year gaps, su…

Elbit Systems
1 source on file
//3343 SIGNIFICANT CORROBORATION undated

Elbit Systems: The 2019 resumption of SEC reporting by Elbit Systems followed its $350 million acquisition of Harris Corporation's night vision business, which trigg…

Elbit Systems
1 source on file
//3341 SIGNIFICANT CONTRADICTION undated

Twenty One Capital: The NYAG settlement with Tether/Bitfinex (February 2021) explicitly prohibits iFinex and its officers from entering into any material loan agreement w…

Twenty One Capital
1 source on file
//3337 SIGNIFICANT CORROBORATION undated

Jimmy Gomez: AIPAC's United Democracy Project ($1.5M) and Fairshake ($511K) together contributed $2M+ in outside spending supporting Gomez in 2024, representing th…

Jimmy Gomez
1 source on file
//3333 SIGNIFICANT CONTRADICTION undated

Gus M. Bilirakis: H.R. 9747 (the FY2025 NDAA) included provisions for military construction, disaster relief appropriations, and flood insurance reauthorization that ar…

Gus M. Bilirakis
1 source on file
//3330 SIGNIFICANT CONTRADICTION undated

Ehud Barak: The '99% foreign operations' figure attributed to Barak does not appear in any SEC filing, corporate registration, or publicly available financial dis…

Ehud Barak
1 source on file
//3329 SIGNIFICANT CORROBORATION undated

Valar Ventures: The Miami Herald's November 2018 investigative series on Epstein created public regulatory awareness of his investor status before his July 2019 arres…

Valar Ventures
2 sources on file
//3326 SIGNIFICANT CORROBORATION undated

Project Maven: Palantir’s S-1/A filed with SEC (accession number 0001193125-20-255810) from September 2020 does not explicitly mention 'Project Maven' but includes r…

Project Maven
1 source on file
//3325 SIGNIFICANT CORROBORATION undated

Rafael Advanced Defense Systems: The 2013-12-02 filing date falls within a 2011-2013 cluster of four SEC filings by Rafael Advanced Defense Systems, suggesting heightened financial di…

Rafael Advanced Defense Systems
1 source on file
//3323 SIGNIFICANT CORROBORATION undated

Elbit Systems: The 2019 SEC filing resumption by Elbit Systems coincides with the mandatory CFIUS review triggered by the $350 million acquisition of Harris Corporat…

Elbit Systems
1 source on file
//3322 SIGNIFICANT CORROBORATION undated

Elbit Systems: Elbit Systems' 14-year gap in SEC filings (2005-2019) is consistent with a formal deregistration from reporting obligations under the Securities Excha…

Elbit Systems
1 source on file
//3316 SIGNIFICANT CORROBORATION undated

Sara Jacobs: No established facts identify specific defense contractors (e.g., Northrop Grumman, General Atomics) as top employers in CA-51, despite the district s…

Sara Jacobs
1 source on file
//3315 SIGNIFICANT CONTRADICTION undated

Sara Jacobs: Rep. Sara Jacobs has not been shown by any established fact to have voted against any prior National Defense Authorization Act (FY2024 or FY2025), mak…

Sara Jacobs
1 source on file
//3313 SIGNIFICANT CORROBORATION undated

Mark Alford: Rep. Alford's voting record shows a pattern of supporting deficit-financed tax cuts (One Big Beautiful Bill Act) while expressing a desire to cut dome…

Mark Alford
1 source on file
//3310 SIGNIFICANT CORROBORATION undated

Mark Alford: The SNAP and Medicaid cuts in H.R. 1, which Alford supported, are projected to disproportionately impact Missouri's 4th Congressional District given i…

Mark Alford
1 source on file
//3305 SIGNIFICANT CORROBORATION undated

Ken Calvert: The Q1 2026 defense contractor donations ($200K+) occurred after Calvert announced he would run in the 40th District (post-Proposition 50), meaning th…

Ken Calvert
1 source on file
//3304 SIGNIFICANT CORROBORATION undated

Ken Calvert: Calvert voted for the Respect for Marriage Act in 2022 but against the Equality Act in 2021 (a 180-degree shift on general nondiscrimination), making …

Ken Calvert
1 source on file
//3302 SIGNIFICANT CONTRADICTION undated

Ken Calvert: March Air Reserve Base generates an estimated $1.2 billion annually in economic impact for the Inland Empire (per 2022 base economic impact study), ma…

Ken Calvert
1 source on file
//3301 SIGNIFICANT CONTRADICTION undated

Ken Calvert: Ken Calvert's December 8, 2022 yes votes on H.R. 8404 (Respect for Marriage Act) and H.R. 2617 (defense omnibus) align with the interests of the large…

Ken Calvert
1 source on file
//3300 SIGNIFICANT CORROBORATION undated

Kat Cammack: FL-03's 11% poverty rate and median household income of $60,712 place approximately 87,800 district residents below the poverty line, making the $25-$…

Kat Cammack
1 source on file
//3298 SIGNIFICANT CORROBORATION undated

Kristen McDonald Rivet: McDonald Rivet's simultaneous support for the Laken Riley Act (January 2025, expanding ICE detention) and vote against DHS appropriations (March 2026,…

Kristen McDonald Rivet
1 source on file
//3297 SIGNIFICANT CORROBORATION undated

Aladdin System: The BlackRock-Azure partnership announcement on April 7, 2020 occurred during a statutory trading window in which the iShares ETFs containing Microsof…

Aladdin System
2 sources on file
//3296 SIGNIFICANT CONTRADICTION undated

John James: H.R. 1 (the For the People Act) has not received a floor vote in the U.S. House since the 117th Congress (2021), meaning any claim about a 'yea vote o…

John James
1 source on file
//3295 SIGNIFICANT CORROBORATION undated

John James: John James's campaign fundraising profile (87.8% out-of-district, 56.3% out-of-state) creates a structural financial dependency on national donors tha…

John James
1 source on file