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.

//2777 SIGNIFICANT CORROBORATION undated

Mary Gay Scanlon: H.R. 29's mandatory detention mandate would impose a legally distinct obligation (requiring detention of all individuals subject to certain immigratio…

Mary Gay Scanlon
1 source on file
//2776 SIGNIFICANT CORROBORATION undated

Mary Gay Scanlon: Scanlon's vote for the Fiscal Responsibility Act of 2023 occurred in a leadership-brokered debt ceiling negotiation where individual members' support …

Mary Gay Scanlon
1 source on file
//2774 SIGNIFICANT CORROBORATION undated

Richard E. Neal: Rep. Neal's top career donor sector is Insurance (Fact 17), followed by Securities & Investment and Real Estate, all three of which have direct financ…

Richard E. Neal
1 source on file
//2772 SIGNIFICANT CORROBORATION undated

Mark Alford: Representative Mark Alford (R-MO-4) voted for the One Big Beautiful Bill Act in July 2025 approximately two years after voting against the Fiscal Resp…

Mark Alford
1 source on file
//2765 SIGNIFICANT CONTRADICTION undated

Mark Takano: Takano voted for the Fiscal Responsibility Act (May 31, 2023) that explicitly exempted VA medical care from discretionary spending caps in Section 102…

Mark Takano
1 source on file
//2764 SIGNIFICANT CORROBORATION undated

Mark Takano: The CBO projection for non-defense discretionary spending under HR 3746 did not allocate the $138 billion reduction equally across accounts; the actua…

Mark Takano
1 source on file
//2762 SIGNIFICANT CONTRADICTION undated

Mark E. Amodei: Approximately half of NV-02's Hispanic population is foreign-born (roughly 90,000-95,000 people out of 191,000), making family-based immigration pathw…

Mark E. Amodei
1 source on file
//2759 SIGNIFICANT CONTRADICTION undated

Mark E. Amodei: NV-02 hosts multiple defense installations (Naval Air Station Fallon, Hawthorne Army Depot, Nevada National Security Site) that provide thousands of d…

Mark E. Amodei
1 source on file
//2756 SIGNIFICANT CORROBORATION undated

Richard E. Neal: Rep. Neal's top-three career donor sectors (Real Estate, Securities & Investment, Insurance) all have direct financial interest in a higher SALT cap—r…

Richard E. Neal
1 source on file
//2755 SIGNIFICANT CORROBORATION undated

Mark Alford: Alford's committee assignments (Agriculture, Armed Services) correspond to OBBBA provisions expanding farm subsidy payments and defense spending, whic…

Mark Alford
1 source on file
//2754 SIGNIFICANT CORROBORATION undated

Mark Alford: Rep. Mark Alford's vote for the One Big Beautiful Bill Act, which CBO projects will add $3.4 trillion to deficits, is in direct tension with his 2023 …

Mark Alford
1 source on file
//2752 SIGNIFICANT CORROBORATION undated

Mark Alford: Alford has not provided a public floor speech or press release explaining why he voted for the One Big Beautiful Bill Act's $3.4 trillion deficit incr…

Mark Alford
1 source on file
//2751 SIGNIFICANT CORROBORATION undated

Josh Gottheimer: The substantive content of H.R. 1 (OBBBA) is directly relevant to determining whether Gottheimer's nay reflected constituent interest or donor interes…

Josh Gottheimer
1 source on file
//2749 SIGNIFICANT CORROBORATION undated

Jonathan L. Jackson: Protect Our Future PAC (primarily funded by FTX founder Sam Bankman-Fried) spent approximately $1,041,899 supporting Jonathan Jackson in the 2022 IL-0…

Jonathan L. Jackson
1 source on file
//2746 SIGNIFICANT CORROBORATION undated

Mark Harris: HR 29 as passed does not include a minimum dollar value threshold for 'theft' triggering mandatory detention, meaning a $25 shoplifting charge under N…

Mark Harris
1 source on file
//2744 SIGNIFICANT CORROBORATION undated

Richard E. Neal: Rep. Richard Neal's top career donor sectors (insurance, securities/investment, real estate) have a direct financial interest in maintaining or raisin…

Richard E. Neal
1 source on file
//2741 SIGNIFICANT CORROBORATION undated

Richard E. Neal: Rep. Neal's committee markup amendment (#4) raised the SALT cap from $10,000 to $80,000 for married filing jointly for 2021-2030, but included a phase…

Richard E. Neal
1 source on file
//2740 SIGNIFICANT CORROBORATION undated

Richard E. Neal: The Joint Committee on Taxation scored Rep. Neal's manager's amendment creating an $80,000 SALT deduction cap for 2021-2030 at approximately $198.8 bi…

Richard E. Neal
1 source on file
//2737 SIGNIFICANT CORROBORATION undated

Richard E. Neal: The Joint Committee on Taxation's distributional analysis of H.R. 5376 (Build Back Better Act) as reported by the Ways and Means Committee (November 2…

Richard E. Neal
1 source on file
//2735 SIGNIFICANT CONTRADICTION undated

Josh Gottheimer: Gottheimer's only materially defection vote in early 2025 was on the Laken Riley Act (YEA with 46 Democrats), which is an immigration enforcement bill…

Josh Gottheimer
1 source on file
//2733 SIGNIFICANT CONTRADICTION undated

Josh Gottheimer: Gottheimer’s district has a poverty rate of 4.1-5.66%, which is among the lowest in the nation, meaning Medicaid and SNAP cuts would have a disproport…

Josh Gottheimer
1 source on file
//2730 SIGNIFICANT CORROBORATION undated

Jonathan L. Jackson: The combined outside funding from crypto-linked Super PACs (Protect Our Future, $1,041,899 in 2022) and Jackson's current role on the Subcommittee on …

Jonathan L. Jackson
1 source on file
//2729 SIGNIFICANT CORROBORATION undated

Jonathan L. Jackson: Rep. Jonathan L. Jackson (D-IL-1) reported a personal investment in Robinhood (HOOD) stock in September and October 2025, after he had been assigned t…

Jonathan L. Jackson
1 source on file
//2725 SIGNIFICANT CORROBORATION undated

Josh Gottheimer: No version of H.R. 1 (the For the People Act) passed by the House in the 117th Congress (2021-2022) included any SALT deduction cap relief provisions,…

Josh Gottheimer
1 source on file
//2724 SIGNIFICANT CONTRADICTION undated

Josh Gottheimer: The claim's conclusion that Gottheimer's vote was 'at odds' with Wall Street donor preferences is logically dependent on the unverified classification…

Josh Gottheimer
1 source on file
//2722 SIGNIFICANT CONTRADICTION undated

Josh Gottheimer: Gottheimer's district has a 16% industry concentration in Finance & Insurance (NAICS 52), the highest share of any major industry in the district, mak…

Josh Gottheimer
1 source on file
//2721 SIGNIFICANT CONTRADICTION undated

Joseph D. Morelle: The 39 Republican yes votes represented only 17.6% of the 222-member House Republican conference, contradicting the claim of a 'broader political dyna…

Joseph D. Morelle
1 source on file
//2718 SIGNIFICANT CORROBORATION undated

Jonathan L. Jackson: Jackson's personal investment in Robinhood (HOOD) stock in 2025, a platform whose revenue is significantly tied to cryptocurrency trading, creates a m…

Jonathan L. Jackson
1 source on file
//2717 SIGNIFICANT CORROBORATION undated

Jonathan L. Jackson: Jackson was assigned to the Subcommittee on Digital Assets, Financial Technology, and Artificial Intelligence after receiving substantial outside supp…

Jonathan L. Jackson
1 source on file
//2714 SIGNIFICANT CONTRADICTION undated

Glenn Thompson: Thompson's 2009 vote against H.R. 1105 (Omnibus Appropriations Act) and subsequent announcement of $2.36 million in Centre County funding 14 days late…

Glenn Thompson
1 source on file