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.

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

//2167 SIGNIFICANT CONTRADICTION undated

John H. Rutherford: Rutherford's 2024 primary challenger (Mara Macie) attacked him exclusively on Ukraine aid and never mentioned his Medicaid votes or the OBBBA, suggest…

John H. Rutherford
1 source on file
//2156 SIGNIFICANT CONTRADICTION undated

Jimmy Gomez: Gomez's 0.76% small donor share places him in the 1st percentile of all House members for grassroots fundraising, creating a structural dependence on …

Jimmy Gomez
1 source on file
//2149 SIGNIFICANT CONTRADICTION undated

Jeff Hurd: No public statement from Jeff Hurd opposes the hypothetical public lands sale provision affecting FS and BLM employees in his district, consistent wit…

Jeff Hurd
1 source on file
//2147 SIGNIFICANT CONTRADICTION undated

Jimmy Gomez: The claim that 'outside crypto money exceeded local constituent campaign support' depends on an unverified assumption that within-district individual …

Jimmy Gomez
1 source on file
//2146 SIGNIFICANT CONTRADICTION undated

Jimmy Gomez: Gomez received only $11,445 from small donors (under $200) in the 2023-2024 cycle, representing 0.76% of total fundraising, which is consistent with a…

Jimmy Gomez
1 source on file
//2132 SIGNIFICANT CONTRADICTION undated

Jennifer A. Kiggans: Contributions from health-policy groups to Kiggans in Jan-Feb 2025 may be related to the new Congress (2025-2026 cycle) rather than specifically targe…

Jennifer A. Kiggans
1 source on file
//2119 SIGNIFICANT CONTRADICTION undated

Jodey C. Arrington: Texas's 19th District has a 16% poverty rate, 8.08% foreign-born population, and 39.1% Hispanic population, all demographics that FDIC surveys associa…

Jodey C. Arrington
1 source on file
//2116 SIGNIFICANT CONTRADICTION undated

Jimmy Gomez: Gomez's claim of 425,000 district residents losing health coverage implies a Medicaid/CHIP enrollment rate of approximately 57%, which is roughly doub…

Jimmy Gomez
1 source on file
//2111 SIGNIFICANT CONTRADICTION undated

Jeff Hurd: The bill number H.R. 1997 does not appear in the official record of the 118th Congress (2023–2024), suggesting a typo or fictional bill; the substanti…

Jeff Hurd
1 source on file
//2104 SIGNIFICANT CONTRADICTION undated

Jason Smith: Smith's manufacturing constituents (43,757 workers, 12.7% of district employment) are in industries that could directly benefit from CHIPS Act semicon…

Jason Smith
1 source on file
//2079 SIGNIFICANT CONTRADICTION undated

Gregory F. Murphy: The 44 payments from AIPAC to Murphy's campaign each fall just under the $5,000 threshold for a 'contribution' from a non-connected committee under 52…

Gregory F. Murphy
1 source on file
//2076 SIGNIFICANT CONTRADICTION undated

Grace Meng: Meng's D+23 district PVI indicates a primary challenge is statistically unlikely regardless of any single vote, consistent with her only facing two se…

Grace Meng
1 source on file
//2074 SIGNIFICANT CONTRADICTION undated

Nicole Malliotakis: Malliotakis's vote for H.R. 9745 is consistent with her stance on H.R. 1 (OBBBA), where she secured a SALT deduction increase to $40,000—a direct bene…

Nicole Malliotakis
1 source on file
//2065 SIGNIFICANT CONTRADICTION undated

Ed Case: The DB's inference that Case's vote reversal was 'district-specific' rather than party-line is weakened by the fact that on the standalone Israel bill…

Ed Case
1 source on file
//2058 SIGNIFICANT CONTRADICTION undated

Curtis Yarvin: The Urbit namespace (ship numbers) is a finite distributed ledger asset — retaining a large block of addresses (e.g. galaxy-level addresses) provides …

Curtis Yarvin
1 source on file
//2045 SIGNIFICANT CONTRADICTION undated

Booz Allen Hamilton: DoD guidance on contract classification (DFARS 204.470, DoDI 5205.02) requires SAP/T designation at the contract action level, but does not require an…

Booz Allen Hamilton
1 source on file
//2040 SIGNIFICANT CONTRADICTION undated

Department of Government Efficiency (DOGE): The 9-month gap in DOGE-related SEC filings (March 2025 to February 2026) is consistent with the annual reporting cycle of public companies, correlati…

Department of Government Efficiency (DOGE)
1 source on file
//2019 SIGNIFICANT CONTRADICTION undated

Peter Mandelson: ActBlue's compliance procedures require verifying contributor eligibility through address, citizenship attestation, and periodic audits, meaning the a…

Peter Mandelson
1 source on file
//2018 SIGNIFICANT CONTRADICTION undated

Peter Mandelson: Under 52 U.S.C. §30121, any FEC contribution record associated with a UK national (Peter Mandelson, Baron Mandelson) would constitute a legal violatio…

Peter Mandelson
1 source on file
//2017 SIGNIFICANT CONTRADICTION undated

Peter Mandelson: The identity of 'Peter Mandelson' in SEC records may be a different individual with the same name, as no US-registered company lists Mandelson as an o…

Peter Mandelson
1 source on file
//2016 SIGNIFICANT CONTRADICTION undated

Peter Mandelson: The inference that Mandelson's SEC filing timing demonstrates 'advance planning' depends on establishing the filing type as one requiring Rule 406 con…

Peter Mandelson
1 source on file
//2001 SIGNIFICANT CONTRADICTION undated

Hanmi Semiconductor: The CHIPS Act's 'Buy America' waiver for semiconductor construction equipment (NIST CPO's January 2023 guidance) explicitly exempts semiconductor manu…

Hanmi Semiconductor
2 sources on file
//1999 SIGNIFICANT CONTRADICTION undated

Stephen Miller: Under 5 CFR 2635.502, Stephen Miller could legally participate in federal actions affecting agencies his organization has sued, as long as the specifi…

Stephen Miller
2 sources on file
//1997 SIGNIFICANT CONTRADICTION undated

Stephen Miller: No public record exists connecting Stephen Miller's Palantir stock acquisition date specifically to his immigration policy influence period (2017-2021…

Stephen Miller
2 sources on file
//1975 SIGNIFICANT CONTRADICTION undated

Department of Government Efficiency (DOGE): DOGE's continued reference in SEC filings through March 2026 suggests its activities were considered by securities-regulated entities as having materi…

Department of Government Efficiency (DOGE)
1 source on file
//1969 SIGNIFICANT CONTRADICTION undated

Peter Mandelson: The Hansard entry HC Deb 10 Feb 2026 c693, if it exists, is datable to a debated timeframe consistent with the stated investigation bounds (2016-2026)…

Peter Mandelson
1 source on file
//1959 SIGNIFICANT CONTRADICTION undated

Department of Government Efficiency (DOGE): The 9-month gap in DOGE-related SEC filings (June 2025–February 2026) is consistent with companies awaiting clarity on new SEC disclosure rules under …

Department of Government Efficiency (DOGE)
1 source on file
//1953 SIGNIFICANT CONTRADICTION undated

Ron Wyden: Wyden for Senate's FEC filings show no record of AIPAC PAC contributions to the campaign committee, making the reported $150 contribution from the cam…

Ron Wyden
1 source on file
//1943 SIGNIFICANT CONTRADICTION undated

Stripe: SEC EDGAR's Filer Manual explicitly prohibits acceptance of filings with future dates, meaning any date in the dataset after the current query date is…

Stripe
1 source on file
//1935 SIGNIFICANT CONTRADICTION undated

Raytheon Technologies (RTX): The merger agreement between United Technologies Corporation and Raytheon Company was publicly announced and signed in June 2019, approximately nine m…

Raytheon Technologies (RTX)
1 source on file