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.

1,360 signals on file. For the hand-crafted narrative findings derived from this work, see /findings.

//2177 NOTABLE CONTRADICTION undated

Josh Gottheimer: Gottheimer's Securities & Investment sector contributions ($7.3M career) exceed his Pro-Israel industry contributions ($2.0M career) by a factor of 3.…

Josh Gottheimer
1 source on file
//2168 NOTABLE CONTRADICTION undated

John Joyce: John Joyce's primary-career donor sector (Health, $526,952) is proportionally the largest single-sector donor pool among all Pennsylvania GOP represen…

John Joyce
1 source on file
//2163 NOTABLE CONTRADICTION undated

Jodey C. Arrington: Arrington's top career contributors from oil & gas (Berkshire Hathaway at $54,000, Marathon Petroleum at $47,500) are diversified conglomerates with i…

Jodey C. Arrington
1 source on file
//2161 NOTABLE CONTRADICTION undated

Jimmy Gomez: During the 2023-2024 cycle, Gomez accepted at least $98,500 from PACs representing industries (real estate, securities, beer/liquor wholesalers) that …

Jimmy Gomez
1 source on file
//2158 NOTABLE CONTRADICTION undated

Jimmy Gomez: Gomez's district (CA-34) has a 64.4% Hispanic population, 20.6% poverty rate, and 22.1% homeownership rate — demographics that SEC economists estimate…

Jimmy Gomez
1 source on file
//2157 NOTABLE CONTRADICTION undated

Jimmy Gomez: Crypto PAC Fairshake's $511,000 independent expenditure supporting Gomez in 2024 was eleven times larger than all small individual donations ($11,445)…

Jimmy Gomez
1 source on file
//2154 NOTABLE CONTRADICTION undated

Jodey C. Arrington: Covenant Health System, the district's largest healthcare employer with 5,000 jobs, contributed $53,800 to Arrington's campaigns through 2024, represe…

Jodey C. Arrington
1 source on file
//2148 NOTABLE CONTRADICTION undated

Jimmy Gomez: H.J.Res.25 was a Congressional Review Act resolution to repeal the IRS broker reporting rule for digital asset transactions, opposed by crypto industr…

Jimmy Gomez
1 source on file
//2145 NOTABLE CONTRADICTION undated

Jimmy Gomez: Fairshake's $511K independent expenditure supporting Gomez in 2024 was publicly tied to his support for crypto industry legislation (FIT21, GENIUS Act…

Jimmy Gomez
1 source on file
//2140 NOTABLE CONTRADICTION undated

Jason Crow: Representative Crow sits on both the House Armed Services Committee (HASC) and the House Permanent Select Committee on Intelligence (HPSCI) during the…

Jason Crow
1 source on file
//2138 NOTABLE CONTRADICTION undated

Jodey C. Arrington: The established fact that 'crypto is not a dominant donor sector for him' (Fact 26) relies on data that may be incomplete, as the final months of the …

Jodey C. Arrington
1 source on file
//2134 NOTABLE CONTRADICTION undated

Jimmy Gomez: The demographic profile of CA-34 (43.4% foreign-born, 64.4% Hispanic, 22.1% homeownership, $63,055 median income) describes a district with significan…

Jimmy Gomez
1 source on file
//2131 NOTABLE CONTRADICTION undated

Jennifer A. Kiggans: Kiggans signed a public letter on April 15, 2025 opposing Medicaid cuts, 2-3 months before the final budget vote on July 3, 2025, suggesting any donor…

Jennifer A. Kiggans
1 source on file
//2129 NOTABLE CONTRADICTION undated

Jeff Hurd: CO-03's top employer pattern (US Forest Service: 2000; BLM: 1500) creates a structural counter-weight to Hurd's donor-driven interest in public land s…

Jeff Hurd
1 source on file
//2127 NOTABLE CONTRADICTION undated

Jay Obernolte: Obernolte's top small-contributor sector (Communications/Electronics) is the only one where his personal business expertise aligns; this suggests his …

Jay Obernolte
1 source on file
//2125 NOTABLE CONTRADICTION undated

Jason Smith: When including bundled contributions and related PACs (Club for Growth, Nord Family), total effective pro-Israel contributions to Smith exceed $200,00…

Jason Smith
1 source on file
//2124 NOTABLE CONTRADICTION undated

Jason Smith: Missouri's 8th District, which Smith represents, is the poorest congressional district in Missouri (median income $60,159, poverty rate 15.5%) and has…

Jason Smith
1 source on file
//2120 NOTABLE CONTRADICTION undated

Harriet M. Hageman: In the 2023-2024 cycle, Hageman's campaign raised $1,332,164 from small individual contributions ($200 or less) — 44.4% of total — which is a higher p…

Harriet M. Hageman
1 source on file
//2112 NOTABLE CONTRADICTION undated

Jeff Hurd: Hurd’s vote on tariff/defiance (Feb 2026, #15) demonstrates willingness to oppose the president’s trade policy even when it conflicts with large agric…

Jeff Hurd
1 source on file
//2108 NOTABLE CONTRADICTION undated

Jeff Crank: Rep. Jeff Crank's vote for the One Big Beautiful Bill Act (2025), which contained hundreds of billions in Medicaid cuts, creates a direct policy contr…

Jeff Crank
1 source on file
//2107 NOTABLE CONTRADICTION undated

Jeff Crank: The OBBBA vote (fact #17) represents a direct conflict between Crank's stated defense constituency interest — which requires sustained federal spendin…

Jeff Crank
1 source on file
//2106 NOTABLE CONTRADICTION undated

Jeff Crank: Jeff Crank's top-contributing industry for the 2023-2024 cycle was 'Retired' ($152,170) — which, given CO-05's 40% defense economy, almost certainly i…

Jeff Crank
1 source on file
//2103 NOTABLE CONTRADICTION undated

Jason Smith: The Ukraine aid bill (H.R. 8035) included substantial provisions to replenish US defense industrial base inventory, which would have benefited manufac…

Jason Smith
1 source on file
//2102 NOTABLE CONTRADICTION undated

Jason Smith: Smith's top campaign donors (Securities & Investment, Insurance, Health Professionals) have no significant geographic concentration in Israel-related …

Jason Smith
1 source on file
//2100 NOTABLE CONTRADICTION undated

Norma J. Torres: Rep. Norma Torres voted against the SAVE Act in its 2023 version (H.R. 5521), demonstrating consistent opposition to the policy when she had the oppor…

Norma J. Torres
1 source on file
//2097 NOTABLE CONTRADICTION undated

Nick LaLota: No CBO, GAO, or CRS report issued between 2023 and 2025 identifies $11.3 million in federal benefits recovered specifically by Rep. LaLota's office; t…

Nick LaLota
1 source on file
//2096 NOTABLE CONTRADICTION undated

Nick LaLota: The publicly available Statement of Disbursements for Rep. LaLota's office (118th Congress) shows total office expenditures of approximately $1.7 mill…

Nick LaLota
1 source on file
//2094 NOTABLE CONTRADICTION undated

Raul Ruiz: Ruiz’s district contains no significant surveillance-industry or data-broker employers listed among its top-10 employers (which are government, agricu…

Raul Ruiz
1 source on file
//2091 NOTABLE CONTRADICTION undated

Harriet M. Hageman: Hageman's top industry donors in the 2024 cycle (Retired, Casinos/Gambling, Oil & Gas, Pro-Israel PACs) have no material exposure to CPB, USAID, or so…

Harriet M. Hageman
1 source on file
//2086 NOTABLE CONTRADICTION undated

Harriet M. Hageman: Hageman's attendance at the Laken Riley Act signing on 2025-01-29 occurred between two major legislative actions: her H.R. 1 vote (2025-05-22) and her…

Harriet M. Hageman
1 source on file