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.

1,297 signals on file. For the hand-crafted narrative findings derived from this work, see /findings.

//4111 SIGNIFICANT CORROBORATION undated

National Security Agency (NSA): Geographic correlation between NSA contracting office codes and Fort Meade ZIP code 20755 in USASpending place-of-performance data could create a syst…

National Security Agency (NSA)
1 source on file
//4103 SIGNIFICANT CORROBORATION undated

Richard Li: The pattern of SEC securities filings without corresponding lobbying activity suggests Richard Li's US engagement follows a pure capital markets appro…

Richard Li
1 source on file
//4099 SIGNIFICANT CORROBORATION undated

Brandon Lutnick: The Commerce Department's non-response to multiple congressional inquiries (Wyden/Warren, Aug 2025; Dean, Dec 2025) represents a potentially unprecede…

Brandon Lutnick
1 source on file
//4098 SIGNIFICANT CORROBORATION undated

John Garamendi: Representative John Garamendi voted 'Nay' on H.R. 3746 (Fiscal Responsibility Act of 2023) on May 31, 2023, consistent with the official position of t…

John Garamendi
1 source on file
//4091 SIGNIFICANT CORROBORATION undated

Ken Calvert: The SALT cap raise to $40k provides zero direct federal tax benefit to the 25.3% of CA-41 households who are renters, as they cannot claim the SALT de…

Ken Calvert
1 source on file
//4086 SIGNIFICANT CORROBORATION undated

Mark Alford: Mark Alford's vote against the Fiscal Responsibility Act of 2023 was consistent with his subsequent vote for the One Big Beautiful Bill Act of 2025 on…

Mark Alford
1 source on file
//4081 SIGNIFICANT CORROBORATION undated

John Joyce: WellSpan Health (10,000 employees) is the single largest employer in PA-13 and is the region's primary safety-net hospital provider; $1 trillion in fe…

John Joyce
1 source on file
//4080 SIGNIFICANT CORROBORATION undated

Jodey C. Arrington: Arrington's March 2026 statement about 'retooling' Medicaid cuts constitutes an admission that he was aware the H.R.1 Medicaid provisions violated Sen…

Jodey C. Arrington
1 source on file
//4079 SIGNIFICANT CORROBORATION undated

Jimmy Panetta: Panetta accepted PAC contributions from defense contractors (General Dynamics, Boeing, Lockheed Martin, Raytheon) within two years of his 2016 pledge,…

Jimmy Panetta
1 source on file
//4072 SIGNIFICANT CORROBORATION undated

Peter Mandelson: Peter Mandelson's lobbying disclosure gap exists alongside systematic absence of his firm Global Counsel from UK court records, suggesting coordinated…

Peter Mandelson
1 source on file
//4062 SIGNIFICANT CORROBORATION undated

Pablo Jose Hernández: Hernández's campaign finance records currently lack a publicly reproducible methodology for calculating the 15% figure attributed to San Juan legal an…

Pablo Jose Hernández
1 source on file
//4052 SIGNIFICANT CORROBORATION undated

Ed Case: Ed Case voted Nay on H.R. 7511 (Laken Riley Act, 2024 version) on March 7, 2024, aligning with his district's demographics and party leadership, not w…

Ed Case
1 source on file
//4049 SIGNIFICANT CORROBORATION undated

Internal Revenue Service (IRS): The attribution gap for IRS-Palantir contracts on USASpending may have resulted in incomplete oversight by Congressional committees in 2023 when Sen. …

Internal Revenue Service (IRS)
1 source on file
//4048 SIGNIFICANT CORROBORATION undated

Office of Personnel Management (OPM): Contract 47QSCB20F104C was awarded by OPM under the GSA OASIS Small Business vehicle, not through a standalone OPM solicitation.

Office of Personnel Management (OPM)
1 source on file
//4046 SIGNIFICANT CORROBORATION undated

Richard Li: Richard Li's SEC filing activity likely spans multiple EDGAR CIK numbers, with at least one CIK for Pacific Century Group entities and possibly separa…

Richard Li
1 source on file
//4044 SIGNIFICANT CORROBORATION undated

CACI International: CACI International's USASpending absence for 2014-2022 appears to be partially an artefact of searching only the parent entity name 'CACI Internationa…

CACI International
1 source on file
//4038 SIGNIFICANT CORROBORATION undated

Rafael Advanced Defense Systems: The FMS cost structure for Iron Dome systems may include a 3-5% administrative surcharge not present in direct procurement, creating a hidden cost pre…

Rafael Advanced Defense Systems
1 source on file
//4035 SIGNIFICANT CORROBORATION undated

Thiel Capital: The conflict between Securities Act Section 11 sponsor liability and Investment Advisers Act family office exemption was neither anticipated nor addre…

Thiel Capital
1 source on file
//4033 SIGNIFICANT CORROBORATION undated

Maven Smart System: Google's 2018 Project Maven withdrawal may have triggered an unanticipated consequence: it created a 'controversy classification' precedent, where the…

Maven Smart System
1 source on file
//4032 SIGNIFICANT CORROBORATION undated

Project Maven: No SEC EDGAR filings from Google or Palantir between 2018 and 2020 disclose any legal proceedings involving the other party related to Project Maven.

Project Maven
1 source on file
//4030 SIGNIFICANT CORROBORATION undated

Valar Ventures: If cash distributions to the Epstein estate exist, they would likely appear in estate accounting filed in U.S. Virgin Islands probate court under Case…

Valar Ventures
1 source on file
//4026 SIGNIFICANT CORROBORATION undated

Curtis Yarvin: The Urbit Foundation board fired executive director Josh Lehman as part of Yarvin's return, suggesting a governance decision that likely required a bo…

Curtis Yarvin
1 source on file
//4021 SIGNIFICANT CORROBORATION undated

Richard Li: Richard Li's beneficial ownership in PCCW fell below 5% in April 2004, ending his Schedule 13D reporting obligation for PCCW unless he subsequently re…

Richard Li
1 source on file
//4019 SIGNIFICANT CORROBORATION undated

Shyam Sankar: Shyam Sankar's security clearance level for work on Maven and ImmigrationOS has never been publicly confirmed through any official government disclosu…

Shyam Sankar
1 source on file
//4018 SIGNIFICANT CORROBORATION undated

Stephen Miller: No public OGE Form 278e or ethics agreement for Stephen Miller for the 2025 term has been published as of mid-2025, leaving the exact trust or custodi…

Stephen Miller
1 source on file
//4016 SIGNIFICANT CORROBORATION undated

Stephen Miller: Stephen Miller's OGE Form 278e filing from January 2025, which discloses $100,001–$250,000 in Palantir stock, does not include an accompanying recusal…

Stephen Miller
1 source on file
//4014 SIGNIFICANT CORROBORATION undated

SentinelOne: The untrusted dataset contains at least one record with a future date (2026-03-19) for SentinelOne, which as of the analysis date does not correspond …

SentinelOne
1 source on file
//4012 SIGNIFICANT CORROBORATION undated

Jeffrey Epstein: The January 2026 DOJ Epstein release appears to have been processed under alternative FOIA provisions (28 CFR 16.4) applicable to deceased persons wit…

Jeffrey Epstein
1 source on file
//4010 SIGNIFICANT CORROBORATION undated

Sara Jacobs: Rep. Sara Jacobs voted NAY on final passage of H.R. 2670, the National Defense Authorization Act for Fiscal Year 2024, on July 14, 2023.

Sara Jacobs
1 source on file
//3998 SIGNIFICANT CORROBORATION undated

Michael Baumgartner: USDA data suggests the Columbia Basin counties in WA-05 (Grant, Adams, Franklin) produce a combined value of approximately $1.5-$2 billion annually in…

Michael Baumgartner
1 source on file