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.

2,005 signals on file. For the hand-crafted narrative findings derived from this work, see /findings.

//0404 NOTABLE CONTRADICTION undated

Mark Takano: CBO's May 2023 estimate for H.R.3746 projected that non-defense discretionary spending (including VA medical care) would be about $1.3 trillion over F…

Mark Takano
1 source on file
//0403 NOTABLE CONTRADICTION undated

Mark E. Amodei: NV-02's Hispanic population (24.1%) is concentrated in urban Washoe County (Reno/Sparks) where median household income ($85,247) is above national med…

Mark E. Amodei
1 source on file
//0402 NOTABLE CONTRADICTION undated

Mark E. Amodei: H.R. 6136 combined restrictionist merit-based provisions with a DACA legalization path — Amodei's 'pro-immigration' label may refer to supporting the …

Mark E. Amodei
1 source on file
//0399 NOTABLE CONTRADICTION undated

Mark E. Amodei: Only one major gaming or mining PAC contributed to Amodei's 2018 campaign for each $100 in contributions from defense and homeland security contractor…

Mark E. Amodei
1 source on file
//0394 NOTABLE CONTRADICTION undated

Richard E. Neal: A majority of MA-1 households do not itemize deductions at all, thus receive zero direct benefit from the SALT cap increase, consistent with the claim…

Richard E. Neal
1 source on file
//0391 NOTABLE CONTRADICTION undated

Josh Gottheimer: Gottheimer's top district employers — Hackensack Meridian Health, Valley Health System, and Bergen New Bridge Medical Center — employ a combined 24,00…

Josh Gottheimer
1 source on file
//0390 NOTABLE CONTRADICTION undated

Jonathan L. Jackson: The 48 Democratic defections on H.R. 12 represent a significant intra-party split; Jackson's vote placed him with the majority of House Democrats agai…

Jonathan L. Jackson
1 source on file
//0386 NOTABLE CONTRADICTION undated

Josh Gottheimer: Gottheimer's nay vote on H.R. 1 on May 22, 2025, is at odds with his Wall Street donor base's legislative preferences: his top career contributors ($7…

Josh Gottheimer
1 source on file
//0385 NOTABLE CONTRADICTION undated

Joseph D. Morelle: The 39 Republican representatives who voted for final passage of H.R. 8404 in December 2022 formed the largest cross-party coalition for a civil right…

Joseph D. Morelle
1 source on file
//0384 NOTABLE CONTRADICTION undated

Joseph D. Morelle: Morelle's December 2022 vote on H.R. 8404 occurred during the lame-duck session after Republicans won the House majority in the 2022 midterm elections…

Joseph D. Morelle
1 source on file
//0383 NOTABLE CONTRADICTION undated

Jonathan L. Jackson: The claim that 'donor pressure from moderate/centrist groups favored passage' is unsupported by any public record identified in this investigation — n…

Jonathan L. Jackson
1 source on file
//0379 NOTABLE CONTRADICTION undated

Gabe Evans: Evans voted yea on H.Con.Res.14 on 2025-02-25, which set reconciliation instructions requiring the Energy and Commerce Committee to find $880 billion …

Gabe Evans
1 source on file
//0378 NOTABLE CONTRADICTION undated

Grace Meng: Meng's 2024 primary challenger Chuck Park raised less than $50,000 total, and received no known contributions from pro-ceasefire PACs, suggesting cons…

Grace Meng
1 source on file
//0367 NOTABLE CONTRADICTION undated

Diana Harshbarger: Rep. Harshbarger's voting record on appropriations bills (H.R. 2811, H.R. 7881, H.R. 2670) shows a pattern of supporting party-line fiscal and defense…

Diana Harshbarger
1 source on file
//0366 NOTABLE CONTRADICTION undated

Diana Harshbarger: As of the latest established facts (September 2025), no federal government shutdown affecting DHS operations had been reported in any fact or establis…

Diana Harshbarger
1 source on file
//0364 NOTABLE CONTRADICTION undated

Doris O. Matsui: The district's top five employers are dominated by government and healthcare (State of California, UC Davis Health, Sutter Health, Intel, SMUD), indus…

Doris O. Matsui
1 source on file
//0363 NOTABLE CONTRADICTION undated

Doris O. Matsui: Matsui's 2023-2024 campaign raised only 2.29% from small individual donors ($28,284), meaning her electoral base is heavily dependent on large PACs ra…

Doris O. Matsui
1 source on file
//0358 NOTABLE CONTRADICTION undated

Raphael G. Warnock: Warnock's Israel arms reversal (April 3, 2025) occurred within 48 hours of his offering a bipartisan Medicaid amendment (S.Amdt. 2177, April 5, 2025),…

Raphael G. Warnock
1 source on file
//0355 NOTABLE CONTRADICTION undated

Raja Krishnamoorthi: Krishnamoorthi's FY2024 NDAA Yea vote supported the $2.5 billion Pacific Deterrence Initiative that directly funded counter-China capabilities relevan…

Raja Krishnamoorthi
1 source on file
//0353 NOTABLE CONTRADICTION undated

Mike Quigley: The IL-05 district's economic composition — dominated by healthcare (16%), educational services (11%), and professional services (14%) — creates const…

Mike Quigley
1 source on file
//0352 NOTABLE CONTRADICTION undated

Mike Quigley: The IRA’s Medicare drug price negotiation provision directly benefits the demographic of seniors, who constitute approximately 12% of IL-05’s populati…

Mike Quigley
1 source on file
//0347 NOTABLE CONTRADICTION undated

Raytheon Technologies (RTX): L3Harris Technologies reduced its publicly reported operating segments from 8 to 4 between 2023 and 2025, a pace of consolidation consistent with indu…

Raytheon Technologies (RTX)
1 source on file
//0345 NOTABLE CONTRADICTION undated

General Dynamics: General Dynamics' SEC 10-K filings for FY2023 report four operating segments (Aerospace, Marine Systems, Combat Systems, Technologies) under ASC 280, …

General Dynamics
1 source on file
//0344 NOTABLE CONTRADICTION undated

HPSP: Any US executive branch procurement of HPSP's high-pressure hydrogen annealing equipment (GENI-SYS) for sensitive semiconductor fabrication would be o…

HPSP
2 sources on file
//0342 NOTABLE CONTRADICTION undated

World Liberty Financial: World Liberty Financial's three February 2026 filings (February 18, 20, and 25) fall within the 10-day period following the statutory filing deadline …

World Liberty Financial
1 source on file
//0338 NOTABLE CONTRADICTION undated

L3Harris Technologies: L3Harris Technologies' July 2022 SEC filing (8-K) likely relates to acquisition-related restructuring, including integration of Aerojet Rocketdyne's l…

L3Harris Technologies
1 source on file
//0333 NOTABLE CONTRADICTION undated

Invariant: The theoretical inference about a structural oversight gap between Lobbying Disclosure Act and FEC bundling regulations remains valid and unaddressed …

Invariant
1 source on file
//0330 NOTABLE CONTRADICTION undated

Trae Stephens: SEC Form ADV filings for Founders Fund Management LLC (2011 onward) would provide positive evidence for or against Stephens being listed as a control …

Trae Stephens
2 sources on file
//0329 NOTABLE CONTRADICTION undated

Invariant: The ratio of claimed bundled contributions ($2.5M–$4M) to documented lobbying revenue ($560K) is approximately 4.5:1 to 7:1, which would require eithe…

Invariant
1 source on file
//0328 NOTABLE CONTRADICTION undated

Invariant: No entity named 'Invariant' (or any obvious variant) appears in Lobbying Disclosure Act filings for 2023–2024 as a registered lobbyist for Palantir or…

Invariant
1 source on file