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.

1,963 signals on file. For the hand-crafted narrative findings derived from this work, see /findings.

//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
//3995 NOTABLE CORROBORATION undated

Mary E. Miller: Miller was one of 27 House Republicans to vote against final passage of the FY2022 NDAA, a group that included several members from agricultural distr…

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
//3986 NOTABLE CORROBORATION undated

Mark Alford: Alford voted against the Fiscal Responsibility Act alongside 70 other House Republicans, all but 5-6 of whom were HFC members or publicly HFC-affiliat…

Mark Alford
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
//3983 NOTABLE CORROBORATION undated

Jonathan L. Jackson: Crypto-backed Super PACs, including Protect Our Future (funded by FTX founder Sam Bankman-Fried), spent over $1 million in outside money supporting Ja…

Jonathan L. Jackson
1 source on file
//3982 NOTABLE CORROBORATION undated

Jonathan L. Jackson: The Protect Our Future PAC, which was primarily funded by Sam Bankman-Fried (SBF), spent over $1 million in outside money supporting Jonathan Jackson'…

Jonathan L. Jackson
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
//3975 NOTABLE CORROBORATION undated

Gabe Vasquez: None of Vasquez's top 2024 campaign contributors (JStreetPAC, Singleton/Schreiber, UNM, Digidems PAC, State of NM) are prime defense contractors with …

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
//3972 NOTABLE CORROBORATION undated

Doris O. Matsui: Matsui voted for the IHRA definition when it was codified in H.R. 6090 (Antisemitism Awareness Act) on May 1, 2024—contradicting the claim's implicit …

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
//3967 NOTABLE CORROBORATION undated

Nellie Pou: Pou’s district (NJ-9) has one of the lowest homeownership rates among New Jersey congressional districts, consistent with its high renter share (51.5%…

Nellie Pou
1 source on file
//3966 NOTABLE CORROBORATION undated

Mike Quigley: The House of Representatives passed H.R. 8034, the Israel Security Supplemental Appropriations Act, on April 20, 2024, by a vote of 366-58, with Quigl…

Mike Quigley
1 source on file
//3964 NOTABLE CORROBORATION undated

General Dynamics: General Dynamics' 2023 10-K Exhibit 21 is required by SEC rules to list all subsidiaries, enabling verification of the number of entities registered i…

General Dynamics
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
//3959 NOTABLE CORROBORATION undated

Sequoia Capital: The SEC filings for Sequoia Capital entities on February 14-15, 2022 correspond to annual Form ADV amendment filing deadline, not an extraordinary eve…

Sequoia Capital
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
//3951 NOTABLE CORROBORATION undated

Project Maven: No publicly available transition record or contemporaneous reporting assigns Peter Thiel to specific defense or intelligence subcommittee oversight du…

Project Maven
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