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.

//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
//2778 NOTABLE CORROBORATION undated

Mary Gay Scanlon: Scanlon's 2023 Fiscal Responsibility Act vote (expanding ICE detention capacity) provides a documented counterexample to the inference that her base u…

Mary Gay Scanlon
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
//2771 NOTABLE CORROBORATION undated

Mark Alford: Alford is not a listed member of the House Freedom Caucus on any official caucus roster or his congressional website, making his vote alignment with t…

Mark Alford
1 source on file
//2769 NOTABLE CORROBORATION undated

Mary Gay Scanlon: Scanlon's $3.1 million campaign war chest in the 2024 cycle, built from national donor networks, likely acted as a deterrent to potential primary chal…

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
//2766 NOTABLE CORROBORATION undated

Mary Gay Scanlon: Rep. Scanlon's vote on H.R. 8034 (a bill to restrict foreign adversary social media influence) placed her in the majority of her caucus (166 of 213 De…

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
//2747 NOTABLE CORROBORATION undated

Jonathan L. Jackson: Rep. Jonathan Jackson's HOOD stock purchases in September and October 2025 occurred while he was under an active STOCK Act violation citation (issued …

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
//2739 NOTABLE CORROBORATION undated

Richard E. Neal: NAR PAC's direct contributions to Rep. Richard Neal's campaign committee (FEC ID C00445107) totaled $14,000 in the 2018 cycle, $14,000 in the 2020 cyc…

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
//2728 NOTABLE CORROBORATION undated

Jonathan L. Jackson: Jackson's subcommittee assignment (Digital Assets, Financial Technology, and AI) combined with his personal trading in HOOD stock created a structural…

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
//2726 NOTABLE CORROBORATION undated

Josh Gottheimer: Gottheimer's 2021 threat to vote against the Build Back Better Act unless SALT cap relief was included was part of a broader strategy to position hims…

Josh Gottheimer
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