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.

2,088 signals on file. For the hand-crafted narrative findings derived from this work, see /findings.

//2914 NOTABLE CORROBORATION undated

Stephen Miller: The White House's failure to publish recusal agreements for non-confirmed advisors is consistent with executive branch practice under both parties sin…

Stephen Miller
1 source on file
//2910 NOTABLE CORROBORATION undated

Gregory Barbaccia: At least 12 Trump White House staffers, including Barbaccia, Stephen Miller, and Kara Frederick, held Palantir stock — a company with $2.5B in federal…

Gregory Barbaccia
1 source on file
//2900 NOTABLE CORROBORATION undated

Twenty One Capital: Howard Lutnick's public financial disclosure as Commerce Secretary should list all family trusts from which he derives income or in which he holds a b…

Twenty One Capital
1 source on file
//2892 NOTABLE CORROBORATION undated

Reid Hoffman: Reid Hoffman used at least four distinct legal vehicles for philanthropic giving: the Reid Hoffman Foundation (IRS 990s, public), the Chan Zuckerberg …

Reid Hoffman
2 sources on file
//2888 NOTABLE CORROBORATION undated

SentinelOne: SentinelOne's late-March 10-K filing dates (2025-03-26, 2026-03-19) are notably early for a company with a January 31 fiscal year end (90-day deadline…

SentinelOne
1 source on file
//2882 NOTABLE CORROBORATION undated

Curtis Yarvin: SBA's 2019 SBIR/STTR VC ownership rule (Effective FY2019) allowed multi-VC-invested portfolio companies to qualify for SBIR grants if the combined VC …

Curtis Yarvin
2 sources on file
//2881 NOTABLE CORROBORATION undated

Curtis Yarvin: No public USASpending or SBIR award records show Tlon Corporation receiving any federal contract or grant from 2013 to 2024, making the SBIR eligibili…

Curtis Yarvin
2 sources on file
//2873 NOTABLE CORROBORATION undated

Ritchie Torres: Torres's three defense stock purchases (Lockheed Martin, Northrop Grumman, L3Harris) in September 2024 occurred during a period when Congress had a pe…

Ritchie Torres
1 source on file
//2866 NOTABLE CORROBORATION undated

Roger F. Wicker: As of November 2025, there is no confirmed record in the Congressional Record or CRS reports indicating a 43-day government shutdown occurred from Sep…

Roger F. Wicker
1 source on file
//2865 NOTABLE CORROBORATION undated

Mary E. Miller: The Laken Riley Act's mandatory detention provision for nonviolent offenses represents a significant expansion of the existing mandatory detention fra…

Mary E. Miller
1 source on file
//2859 NOTABLE CORROBORATION undated

Robert Mercer: The two verified FEC records for 'Robert Mercer' donors (Kamiah, ID — Walmart employee; San Leandro, CA — unemployed) are distinct individuals, neithe…

Robert Mercer
1 source on file
//2858 NOTABLE CORROBORATION undated

Robert Mercer: The same FEC database contains a third record for 'Robert Mercer' (KAMIAH, ID) with employer 'WALMART,' further supporting the presence of multiple in…

Robert Mercer
1 source on file
//2854 NOTABLE CORROBORATION undated

Scott Fitzgerald: Fitzgerald received $0 from small individual donors ($200 or less) in the Insurance industry during the 2023-2024 cycle — all Insurance contributions …

Scott Fitzgerald
1 source on file
//2845 NOTABLE CORROBORATION undated

Mary E. Miller: No public record exists—in the Congressional Record, Miller's social media, or her press releases—of Miller citing Ukrainian agricultural competition,…

Mary E. Miller
1 source on file
//2844 NOTABLE CORROBORATION undated

Mary E. Miller: ADM's $2,500 PAC contribution to Miller in the 2024 cycle is the only documented financial link between Miller's campaign and ADM as of the latest FEC…

Mary E. Miller
1 source on file
//2838 NOTABLE CORROBORATION undated

Robert P. Bresnahan: The four companies listed—Centene, Elevance Health, UnitedHealth, and CVS Health—collectively enrolled approximately 38.5 million Medicaid beneficiari…

Robert P. Bresnahan
1 source on file
//2833 NOTABLE CORROBORATION undated

Mary E. Miller: Miller voted for the OBBBA on July 3, 2025, which CBO estimated would cut $800 million in Medicaid from IL-15, while simultaneously telling constituen…

Mary E. Miller
1 source on file
//2830 NOTABLE CORROBORATION undated

Sara Jacobs: Rep. Sara Jacobs' personal financial disclosure from 2020 shows no direct investments in major defense prime contractors (Lockheed Martin, Raytheon, N…

Sara Jacobs
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
//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
//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
//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
//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
//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
//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
//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
//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
//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