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.

//2826 NOTABLE CONTRADICTION undated

Robert P. Bresnahan: Bresnahan's healthcare stock sale is equally consistent with a routine quarterly portfolio rebalancing by his financial advisor as it is with an infor…

Robert P. Bresnahan
1 source on file
//2824 NOTABLE CORROBORATION undated

Robert P. Bresnahan: Bresnahan's May 15, 2025 stock sale of $130,000 in Medicaid-managed-care companies occurred only 7 calendar days before his first OBBBA vote (May 22, …

Robert P. Bresnahan
1 source on file
//2819 NOTABLE CORROBORATION undated

Mazie K. Hirono: The military’s Basic Allowance for Housing includes a Hawaii-specific COLA, while VA disability compensation and TRICARE reimbursements do not, creati…

Mazie K. Hirono
1 source on file
//2817 NOTABLE CONTRADICTION undated

Mary E. Miller: Miller serves as one of the few remaining farmers in Congress, operating a third-generation grain and cattle farm while advocating for immigration enf…

Mary E. Miller
1 source on file
//2816 NOTABLE CONTRADICTION undated

Mary E. Miller: IL-15 voted 58.6% in favor of Amendment 1 (Right to Collective Bargaining) in 2022, indicating substantial pro-union sentiment even in a district with…

Mary E. Miller
1 source on file
//2815 NOTABLE CONTRADICTION undated

Mary E. Miller: Mary Miller's top PAC donors (American Crystal Sugar, Illinois Corn Growers, National Pork Producers Council, Archer Daniels Midland) continued contri…

Mary E. Miller
1 source on file
//2813 NOTABLE CORROBORATION undated

Mary Gay Scanlon: Scanlon's vote for H.R. 8034 (military aid to Israel) occurred during an election cycle where her district had shifted from D+14 to D+6 in Cook PVI — …

Mary Gay Scanlon
1 source on file
//2811 NOTABLE CONTRADICTION undated

Sara Jacobs: The claim that Super PACs face a 'spending limit' is false; under Citizens United v. FEC (2010), Super PACs may raise and spend unlimited sums from co…

Sara Jacobs
1 source on file
//2810 NOTABLE CONTRADICTION undated

Sara Jacobs: The demographic inference that high education levels predict progressive votes on unspecified bills (H.R. 28) is contradicted by the established fact …

Sara Jacobs
1 source on file
//2809 NOTABLE CONTRADICTION undated

Sara Jacobs: Jacobs' campaign finance data (2024 cycle) shows 96.07% of funds from large individual contributions ($200+), with only 1.14% from small individual do…

Sara Jacobs
1 source on file
//2808 NOTABLE CORROBORATION undated

Mark Takano: Takano's vote for H.R. 3746, which the CBO projected would constrain VA medical care appropriations growth, creates a documented tension with his stat…

Mark Takano
1 source on file
//2807 NOTABLE CONTRADICTION undated

Mark Takano: Takano voted for the Fiscal Responsibility Act of 2023, which included spending caps that the CBO projected would constrain future VA healthcare appro…

Mark Takano
1 source on file
//2806 NOTABLE CONTRADICTION undated

Mark Takano: No public statement by Rep. Takano has reconciled the tension between his yes vote on the Fiscal Responsibility Act of 2023 and his advocacy for VA he…

Mark Takano
1 source on file
//2805 NOTABLE CONTRADICTION undated

Mark Takano: Rep. Takano voted for the Fiscal Responsibility Act of 2023 (May 31, 2023), which the Congressional Budget Office projected would reduce non-defense d…

Mark Takano
1 source on file
//2803 NOTABLE CONTRADICTION undated

Ryan K. Zinke: By March 2026, the repaired relationship between Zinke and AIPAC (evidenced by the January 2026 delegation to Israel) was at risk of being strained ag…

Ryan K. Zinke
1 source on file
//2802 NOTABLE CONTRADICTION undated

Ryan K. Zinke: Zinke's voting record on foreign military aid and authorization (2024-2026) is consistent with a broader 'Montana First' or non-interventionist foreig…

Ryan K. Zinke
1 source on file
//2801 NOTABLE CORROBORATION undated

Ryan K. Zinke: Neither the omnibus FY2022 appropriations bill (P.L. 117-103) nor the CHIPS and Science Act (P.L. 117-167) allocated specific grants to support upstre…

Ryan K. Zinke
1 source on file
//2800 NOTABLE CONTRADICTION undated

HPSP: Korean HPSP's verification pathway through SEC systems depends entirely on whether Crescendo Equity Partners' US-registered funds are required to disc…

HPSP
2 sources on file
//2799 NOTABLE CORROBORATION undated

Roger F. Wicker: Senator Wicker did not issue any public floor statement or press release between the OBBB vote (July 1, 2025) and the end of the 2025 session addressi…

Roger F. Wicker
1 source on file
//2798 NOTABLE CONTRADICTION undated

Robin L. Kelly: The discrepancy between the claimed $4.5 trillion figure and the TCJA's $1.5 trillion JCT score is consistent with the difference between static scori…

Robin L. Kelly
1 source on file
//2796 NOTABLE CORROBORATION undated

Robert P. Bresnahan: Bresnahan's May 15 stock sales in Centene, Elevance Health, UnitedHealth, and CVS Health occurred exactly one week before the initial House floor vote…

Robert P. Bresnahan
1 source on file
//2791 NOTABLE CONTRADICTION undated

Michael Baumgartner: In the 2017 budget reconciliation attempt (AHCA), the Congressional Budget Office estimated that reduced federal spending would lead to cuts in IHS gr…

Michael Baumgartner
1 source on file
//2790 NOTABLE CONTRADICTION undated

Richard E. Neal: Rep. Neal's district has a median household income ($71,518) that is approximately 16% below the 2021 national median (~$85,000), meaning the majority…

Richard E. Neal
1 source on file
//2788 NOTABLE CONTRADICTION undated

Michael Baumgartner: As of 2024-12-31, the FEC's public database showed no itemized contribution records for Baumgartner's 2024 congressional campaign because the Post-Gen…

Michael Baumgartner
2 sources on file
//2787 NOTABLE CONTRADICTION undated

Mazie K. Hirono: Hirono voted for the Fiscal Responsibility Act of 2023 (limiting non-defense discretionary spending) within 11 months of voting for the PACT Act, crea…

Mazie K. Hirono
1 source on file
//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
//2785 NOTABLE CORROBORATION undated

Mary E. Miller: Miller's vote against the FY2024 NDAA (H.R. 2670) in July 2023 was the 4th consecutive year she voted against the annual defense authorization bill, c…

Mary E. Miller
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
//2782 NOTABLE CORROBORATION undated

Mary E. Miller: The Laken Riley Act (H.R. 29, 119th Congress) was named after a victim who died from blunt force trauma to the head and drowning, but the bill's manda…

Mary E. Miller
1 source on file