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.

//0393 SIGNIFICANT CORROBORATION undated

Mark Alford: Alford's vote against the Fiscal Responsibility Act did not merely reflect a preference for deeper spending cuts; it represented a choice to align wit…

Mark Alford
1 source on file
//0392 SIGNIFICANT CORROBORATION undated

Mark Alford: Alford's 2023 FRA vote aligned with House Freedom Caucus hardliners, while his 2025 OBBBA vote aligned with House Republican leadership (including Spe…

Mark Alford
1 source on file
//0388 SIGNIFICANT CORROBORATION undated

Jonathan L. Jackson: Between the 2022 election (when Protect Our Future PAC spent $1,041,899 supporting Jackson) and the May 2024 FIT21 vote, FTX founder Sam Bankman-Fried…

Jonathan L. Jackson
1 source on file
//0387 SIGNIFICANT CORROBORATION undated

Josh Gottheimer: Gottheimer's district's three largest employers (Hackensack Meridian Health at 15,000 employees, Valley Health System at 6,000 employees, and Bergen N…

Josh Gottheimer
1 source on file
//0381 SIGNIFICANT CORROBORATION undated

Jonathan L. Jackson: Jackson's dual subcommittee membership on Digital Assets and Commodity Markets created a structural conflict: he voted to expand CFTC authority over d…

Jonathan L. Jackson
1 source on file
//0377 SIGNIFICANT CORROBORATION undated

Gary J. Palmer: The claim that Palmer was 'the only elected GOP leadership member to vote against' the deal is an inferential statement that requires verification aga…

Gary J. Palmer
1 source on file
//0373 SIGNIFICANT CORROBORATION undated

Gabe Evans: The 625 billion Medicaid cuts Evans voted for in May 2025 would disproportionately affect Colorado's 8th Congressional District, which has a 39% Hispa…

Gabe Evans
1 source on file
//0372 SIGNIFICANT CORROBORATION undated

Glenn Thompson: The SNAP work requirement expansion in the Fiscal Responsibility Act of 2023 raised the age limit for able-bodied adults without dependents from 49 to…

Glenn Thompson
1 source on file
//0371 SIGNIFICANT CORROBORATION undated

Glenn Thompson: Thompson's vote against H.R. 3684 continues a documented pattern (2009-2021) of voting against omnibus spending bills while later claiming credit for …

Glenn Thompson
1 source on file
//0370 SIGNIFICANT CORROBORATION undated

Grace Meng: Rep. Grace Meng's 2023-2024 cycle received $85,250 from AIPAC (11x her next-largest donor) in the same period as her vote against H.R. 7521, while pro…

Grace Meng
1 source on file
//0368 SIGNIFICANT CORROBORATION undated

Gabe Evans: Evans' grandfather was arrested for 'attempted burglary' (a theft-related crime) as a 16-year-old undocumented immigrant, making his situation precise…

Gabe Evans
1 source on file
//0362 SIGNIFICANT CORROBORATION undated

Nellie Pou: The NRCC's Spanish-language ad campaign targeting Pou for the H.R. 1 vote represents a targeted investment in a majority-Hispanic district where Trump…

Nellie Pou
1 source on file
//0356 SIGNIFICANT CORROBORATION undated

Doris O. Matsui: The inferential claim that Matsui 'voted to advance the DHS appropriations bill' on 2023-09-28 is a procedural simplification; the actual recorded vot…

Doris O. Matsui
1 source on file
//0354 SIGNIFICANT CORROBORATION undated

Mike Quigley: Quigley's final cycle fundraising (2024 cycle) was approximately $1.8 million, reduced from prior cycles reflecting his January 2024 retirement announ…

Mike Quigley
1 source on file
//0351 SIGNIFICANT CORROBORATION undated

National Security Agency (NSA): Classified annexes to the Intelligence Authorization Act are exempt from public disclosure, meaning lobbying on classified NSA budget items cannot be …

National Security Agency (NSA)
1 source on file
//0346 SIGNIFICANT CORROBORATION undated

Raytheon Technologies (RTX): RTX's merger closed on April 3, 2020, and its first combined quarterly report (10-Q for Q2 2020, filed August 4, 2020) showed Collins Aerospace segmen…

Raytheon Technologies (RTX)
1 source on file
//0340 SIGNIFICANT CORROBORATION undated

Elon Musk: Elon Musk's pattern of declining congressional testimony requests (2022-2024) was established before SpaceX's Starshield classified program went opera…

Elon Musk
2 sources on file
//0337 SIGNIFICANT CORROBORATION undated

Sequoia Capital: Sequoia Capital maintained separate legal entities for its US (Operations LLC), China (Sequoia Capital China), and India/SEA (Sequoia Capital India) f…

Sequoia Capital
1 source on file
//0336 SIGNIFICANT CORROBORATION undated

Anduril Industries: Anduril's largest contracts ($20B Army enterprise agreement, $950M ABMS IDIQ, $87M SOCOM counter-UAS contract) were awarded under standard FAR-based o…

Anduril Industries
2 sources on file
//0335 SIGNIFICANT CORROBORATION undated

Anduril Industries: Anduril Industries has not been the subject of any GAO report specifically examining contractor liability exposure under OTA exemptions during technol…

Anduril Industries
2 sources on file
//0325 SIGNIFICANT CORROBORATION undated

Jeffrey Epstein: The U.S. Virgin Islands LLC used by Epstein for the Coinbase investment has not been publicly identified, unlike his Valar Ventures investment which u…

Jeffrey Epstein
2 sources on file
//0324 SIGNIFICANT CORROBORATION undated

Project Maven: Palantir's Project Maven contract was likely structured as a non-competitive action or a modification to an existing R&D contract, which would not tri…

Project Maven
1 source on file
//0323 SIGNIFICANT CORROBORATION undated

World Liberty Financial: World Liberty Financial's Aave partnership creates a convergent regulatory interest structure where Aave DAO (as 7% token holder and 20% fee recipient…

World Liberty Financial
1 source on file
//0322 SIGNIFICANT CORROBORATION undated

Trae Stephens: Anduril Industries has reported zero lobbying contacts specifically targeting the House Armed Services Subcommittee on Intelligence and Special Operat…

Trae Stephens
2 sources on file
//0320 SIGNIFICANT CORROBORATION undated

World Liberty Financial: World Liberty Financial's partnership with BitGo Holdings as its USD1 stablecoin custodian introduces a second technology partnership with a regulated…

World Liberty Financial
1 source on file
//0317 SIGNIFICANT CORROBORATION undated

Thiel Capital: Thiel Capital's SEC filing activity in March-May 2021 could represent either SPAC S-1 amendment obligations (for Bridgetown Holdings) or Forms 13D/3/4…

Thiel Capital
1 source on file
//0315 SIGNIFICANT CORROBORATION undated

Project Maven: No USASpending record for a 'Project Maven' or 'Algorithmic Warfare Cross-Functional Team' contract exists with Palantir Technologies or its subsidiar…

Project Maven
1 source on file
//0313 SIGNIFICANT CORROBORATION undated

Project Maven: Google's 2018 lobbying disclosures focus on immigration and trade policy, not defense AI or Project Maven, despite the internal employee revolt over M…

Project Maven
1 source on file
//0307 SIGNIFICANT CORROBORATION undated

Stephen Miller: The absence of a mandatory universal personal identifier (such as the OGE financial disclosure ID) within FEC contribution records creates a structura…

Stephen Miller
2 sources on file
//0299 SIGNIFICANT CORROBORATION undated

Stripe: Stripe's founding members (Collison brothers) have not personally filed any LDA lobbying registrations, and Stripe Inc. of Delaware has no LDA filings…

Stripe
1 source on file