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.

2,005 signals on file. For the hand-crafted narrative findings derived from this work, see /findings.

//2786 NOTABLE CONTRADICTION undated

Mazie K. Hirono: Hawaii's distinctive economic characteristics — including the highest union density of any U.S. state, a majority-minority population, and extreme cli…

Mazie K. Hirono
1 source on file
//2784 NOTABLE CONTRADICTION undated

Mary E. Miller: Miller's committee assignment (Agriculture, not Armed Services) reduces her direct involvement in NDAA markup and may limit the influence of defense-r…

Mary E. Miller
1 source on file
//2783 NOTABLE CONTRADICTION undated

Mary E. Miller: The framing of demographic composition as 'negligible local impact' is consistent with Miller's stated positions on immigration restrictions and her '…

Mary E. Miller
1 source on file
//2780 NOTABLE CONTRADICTION undated

Mary E. Miller: Miller's July 3, 2025 vote on H.R. 1 was her first recorded House vote on any bill affecting Medicaid since taking office in 2021, making this the fir…

Mary E. Miller
1 source on file
//2779 NOTABLE CONTRADICTION undated

Mary E. Miller: Miller's selective foreign policy sourcing pattern — supporting Israel aid (vote yea on H.R. 8034) while opposing Ukraine aid — aligns with a split th…

Mary E. Miller
1 source on file
//2775 NOTABLE CONTRADICTION undated

Mary Gay Scanlon: H.R. 29 (Laken Riley Act) requires mandatory detention for undocumented immigrants charged with theft offenses, but a standard gunpoint carjacking in …

Mary Gay Scanlon
1 source on file
//2768 NOTABLE CONTRADICTION undated

Mary Gay Scanlon: Progressive activist groups opposed to Scanlon's Israel aid vote did not launch a primary challenge, likely due to the district's D+6 Cook PVI making …

Mary Gay Scanlon
1 source on file
//2763 NOTABLE CONTRADICTION undated

Mark Takano: Takano's vote for the Fiscal Responsibility Act (May 31, 2023) placed him in a position of supporting spending caps that the CBO projected would reduc…

Mark Takano
1 source on file
//2761 NOTABLE CONTRADICTION undated

Mark Takano: The district CA-39 has among the worst air quality in the United States, with documented public health consequences that create a constituency interes…

Mark Takano
1 source on file
//2760 NOTABLE CONTRADICTION undated

Mark Takano: Takano's position as Chair of the House Veterans' Affairs Committee from 2021-2023 gave him direct oversight of the VA's prescription drug procurement…

Mark Takano
1 source on file
//2757 NOTABLE CONTRADICTION undated

Richard E. Neal: Massachusetts voters in 2022 passed the Millionaire's Tax (Question 1) by a 52-48 margin, indicating constituency support for progressive taxation tha…

Richard E. Neal
1 source on file
//2753 NOTABLE CONTRADICTION undated

Mark Alford: Alford's committee assignments on Agriculture and Armed Services gave him jurisdiction over provisions in OBBB that expanded crop insurance premium su…

Mark Alford
1 source on file
//2750 NOTABLE CONTRADICTION undated

Josh Gottheimer: Gottheimer's nay vote on H.R. 1 (OBBBA) on May 22, 2025, is consistent with a broader pattern of defection on donor-sensitive issues (SALT cap, Israel…

Josh Gottheimer
1 source on file
//2748 NOTABLE CONTRADICTION undated

Jonathan L. Jackson: Jackson's campaign funding from the Securities & Investment industry ($66,245 over 2021-2024) exceeded funding from any other private sector industry,…

Jonathan L. Jackson
1 source on file
//2745 NOTABLE CONTRADICTION undated

Mark Harris: Harris's 2018 campaign (disqualified) received significant poultry PAC contributions, suggesting the industry treats him as a reliable vote on immigra…

Mark Harris
1 source on file
//2742 NOTABLE CONTRADICTION undated

Richard E. Neal: Massachusetts voters approved a state-level millionaire's tax (Question 1 in Nov 2022) imposing a 4% surtax on income over $1 million, less than 14 mo…

Richard E. Neal
1 source on file
//2738 NOTABLE CONTRADICTION undated

Richard E. Neal: Rep. Neal's Massachusetts 1st district's dominant employers (Baystate Health, UMass Amherst, MassMutual) employ large numbers of dual-income professio…

Richard E. Neal
1 source on file
//2736 NOTABLE CONTRADICTION undated

Josh Gottheimer: Gottheimer's gubernatorial primary opponents as of early 2025 did not include a prominent progressive candidate; Mikie Sherrill's voting record is mor…

Josh Gottheimer
1 source on file
//2734 NOTABLE CONTRADICTION undated

Josh Gottheimer: No House floor vote on a bill specifically cutting Medicaid eligibility or spending occurred in the January-June 2025 period for which Gottheimer coul…

Josh Gottheimer
1 source on file
//2732 NOTABLE CONTRADICTION undated

Jonathan L. Jackson: As of early 2025, Jackson's largest campaign contributor industries over his full House career included Securities & Investment ($66,245) and Health P…

Jonathan L. Jackson
1 source on file
//2727 NOTABLE CONTRADICTION undated

Jonathan L. Jackson: Rep. Jonathan Jackson's position on the House Agriculture Committee (fact 23) likely intersected with digital asset regulation because the 2023-2024 F…

Jonathan L. Jackson
1 source on file
//2723 NOTABLE CONTRADICTION undated

Josh Gottheimer: The inferential claim categorizes H.R. 1 as a 'deficit-reducing reconciliation bill with corporate tax cuts.' This categorization is not supported by …

Josh Gottheimer
1 source on file
//2720 NOTABLE CONTRADICTION undated

Joseph D. Morelle: House GOP leadership (Kevin McCarthy, Steve Scalise) voted against H.R. 8404, indicating the vote was not a whipped, leadership-backed cross-party coa…

Joseph D. Morelle
1 source on file
//2719 NOTABLE CONTRADICTION undated

Joseph D. Morelle: At least 14 of the 39 House Republicans who voted for H.R. 8404 represented districts that voted for Joe Biden in the 2020 presidential election, maki…

Joseph D. Morelle
1 source on file
//2712 NOTABLE CONTRADICTION undated

Jonathan L. Jackson: The dominant industries in Jackson's district (hospitals, schools, and government) employ over 100,000 people and are heavily reliant on federal fundi…

Jonathan L. Jackson
1 source on file
//2707 NOTABLE CONTRADICTION undated

Grace Meng: The 250 yeas on HR 7217 represented 58.1% of voting members — above a simple majority (which is 216 of 430) but below the 66.7% threshold for suspensi…

Grace Meng
1 source on file
//2705 NOTABLE CONTRADICTION undated

Gabe Vasquez: NM-02's 16.6% poverty rate and 60.5% Hispanic population are demographic indicators associated with higher reliance on SNAP benefits, making the distr…

Gabe Vasquez
1 source on file
//2701 NOTABLE CONTRADICTION undated

Gary J. Palmer: The $402,235 in securities/investment sector contributions to Palmer from 2013-2024 is slightly less than the combined total from his top three sector…

Gary J. Palmer
1 source on file
//2700 NOTABLE CONTRADICTION undated

Gabe Evans: Evans's district contains a structural tension between its two largest employers: Halliburton (oil and gas services, 1,110 employees), which benefits …

Gabe Evans
1 source on file
//2695 NOTABLE CONTRADICTION undated

Glenn Thompson: The Build Back Better Act's rural broadband provisions (H.R. 5376, Title VI) allocated approximately $7 billion for USDA's ReConnect program, which wa…

Glenn Thompson
1 source on file