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.

1,360 signals on file. For the hand-crafted narrative findings derived from this work, see /findings.

//4031 NOTABLE CONTRADICTION undated

Project Maven: No public records exist of any court filing by a Google employee or former employee alleging retaliation, whistleblower harm, or ethics violation rela…

Project Maven
1 source on file
//4029 NOTABLE CONTRADICTION undated

Stephen Miller: No publicly available ethics waiver or recusal commitment exists documenting whether Stephen Miller recused from DHS/ICE policy decisions and contract…

Stephen Miller
1 source on file
//4028 NOTABLE CONTRADICTION undated

SentinelOne: SentinelOne holds GSA Schedule 70 contract GS-35F-0516Y, which is a real and verifiable federal contracting vehicle, not a fabricated claim.

SentinelOne
1 source on file
//4025 NOTABLE CONTRADICTION undated

NSO Group: The period from January to November 2021 (pre-Entity List designation) represents the period of highest strategic importance for NSO Group to influenc…

NSO Group
1 source on file
//4022 NOTABLE CONTRADICTION undated

Stephen Miller: During Miller's 2017-2021 White House service, Palantir was a private company (pre-September 2020 direct listing), meaning no SEC Form 3/4/5 filing ob…

Stephen Miller
1 source on file
//4020 NOTABLE CONTRADICTION undated

Michael Flynn: Flynn's total disclosed 2016 income of $1.3 million was insufficient to cover estimated legal fees of $5 million, suggesting Flynn faced insolvency at…

Michael Flynn
1 source on file
//4017 NOTABLE CONTRADICTION undated

Brandon Lutnick: No publicly available congressional letter or ethics complaint (as of the date of this analysis) specifically cites the October 2024 New York State UC…

Brandon Lutnick
1 source on file
//4008 NOTABLE CONTRADICTION undated

Mary E. Miller: Miller's IL-15 district is home to major grain processors and exporters (Archer Daniels Midland in Decatur) who benefit from higher global commodity p…

Mary E. Miller
1 source on file
//4004 NOTABLE CONTRADICTION undated

Mazie K. Hirono: No provided fact or public record confirms the claim that Hawaii's veteran population has a 'disproportionately high share' of Pacific theater deploym…

Mazie K. Hirono
1 source on file
//4002 NOTABLE CONTRADICTION undated

Ryan K. Zinke: No confirmed legislative proposal for a March 2026 vote limiting presidential war-making authority against Iran exists in the public record as of the …

Ryan K. Zinke
1 source on file
//4001 NOTABLE CONTRADICTION undated

Michael Baumgartner: The Washington State Potato Commission and Northwest Horticultural Council, which represent major WA-05 employers, actively lobbied for H-2A moderniza…

Michael Baumgartner
1 source on file
//4000 NOTABLE CONTRADICTION undated

Michael Baumgartner: Representative Michael Baumgartner's first House vote (January 7, 2025) supporting the Laken Riley Act creates a direct legislative alignment between …

Michael Baumgartner
1 source on file
//3996 NOTABLE CONTRADICTION undated

Mary E. Miller: The claim does not identify a specific NDAA roll-call vote where Miller's position diverged from her typical voting pattern, making the inference of P…

Mary E. Miller
1 source on file
//3994 NOTABLE CONTRADICTION undated

Mary E. Miller: Miller's adoption of 'harsher stances on Israel' after her 2026 Senate campaign announcement and after accepting an AIPAC donation (per JTA) suggests …

Mary E. Miller
1 source on file
//3992 NOTABLE CONTRADICTION undated

Mary Gay Scanlon: PA-05's high proportion of bachelor's degree holders (52%) and professional services workers (NAICS 54 at 10% of employment) suggests significant pote…

Mary Gay Scanlon
1 source on file
//3990 NOTABLE CONTRADICTION undated

Mark Takano: The CBO projected the Fiscal Responsibility Act would reduce non-defense discretionary spending by approximately $99 billion over the 2024-2033 period…

Mark Takano
1 source on file
//3988 NOTABLE CONTRADICTION undated

Mark E. Amodei: Amodei's vote on H.R. 6136 (Securing America's Future Act) is a critical missing data point that would confirm or deny his 'pro-immigration' label's s…

Mark E. Amodei
1 source on file
//3984 NOTABLE CONTRADICTION undated

Josh Riley: The absence of a press release or roll-call citation for S. 331 suggests the vote may have been procedurally minor or not politically salient, reducin…

Josh Riley
1 source on file
//3978 NOTABLE CONTRADICTION undated

Gabe Vasquez: Vasquez received $423,564 from securities and investment sector contributors in the 2024 cycle, a sector that typically favors fiscal stability legisl…

Gabe Vasquez
1 source on file
//3976 NOTABLE CONTRADICTION undated

Gabe Vasquez: The presence of JStreetPAC ($115,268) as Vasquez's largest donor suggests alignment with pro-Israel foreign policy interests that generally support Uk…

Gabe Vasquez
1 source on file
//3973 NOTABLE CONTRADICTION undated

Doris O. Matsui: Matsui's 2023-2024 fundraising cycle predates Mai Vang's most aggressive primary campaign phase (2025-2026), weakening the causal inference that weak …

Doris O. Matsui
1 source on file
//3971 NOTABLE CONTRADICTION undated

Nellie Pou: Pou has not publicly requested funding transparency for any Iran-related military operation during the 119th Congress, based on available legislative …

Nellie Pou
1 source on file
//3969 NOTABLE CONTRADICTION undated

Raphael G. Warnock: Warnock's Israel arms reversal (April 4, 2025) and his Medicaid amendment (April 5, 2025) occurred within 24 hours, not 48 hours as previously claimed

Raphael G. Warnock
1 source on file
//3963 NOTABLE CONTRADICTION undated

L3Harris Technologies: DoD's standard timeline for merging dual classified facility clearances (FCLs) for acquired cleared contractors is 12-18 months, consistent with 32 CF…

L3Harris Technologies
1 source on file
//3962 NOTABLE CONTRADICTION undated

L3Harris Technologies: The Aerojet Rocketdyne acquisition was disclosed in an 8-K filed December 19, 2022, not in July 2022 as the inference suggests

L3Harris Technologies
1 source on file
//3957 NOTABLE CONTRADICTION undated

Invariant: The $560K Palantir lobbying revenue claimed for Invariant would require mandatory LDA quarterly filings under 2 U.S.C. §1603(a), and the systematic ab…

Invariant
1 source on file
//3955 NOTABLE CONTRADICTION undated

Invariant: The mathematical discrepancy between Invariant's claimed lobbying revenue ($560K) and claimed bundled contributions ($2.5M-$4M) suggests the entity ei…

Invariant
1 source on file
//3953 NOTABLE CONTRADICTION undated

Jeffrey Epstein: Brock Pierce's introduction of Epstein to Coinbase CEO Brian Armstrong (2014) came nine months after the SEC's 'Report of Investigation Pursuant to Se…

Jeffrey Epstein
1 source on file
//3950 NOTABLE CONTRADICTION undated

Palantir Technologies: Subtracting known USASpending prime obligations from SEC-reported U.S. government revenue suggests Palantir's classified revenue stream for FY2025 is …

Palantir Technologies
1 source on file
//3948 NOTABLE CONTRADICTION undated

World Liberty Financial: No public record exists showing that Aave DAO's governance token holders were specifically notified that the WLF partnership involved a Trump-affiliat…

World Liberty Financial
1 source on file