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.

1,963 signals on file. For the hand-crafted narrative findings derived from this work, see /findings.

//4108 NOTABLE CORROBORATION undated

Founders Fund: The Federal Funding Accountability and Transparency Act requires tracking of 'ultimate parent company' relationships in government contracting, but im…

Founders Fund
1 source on file
//4107 NOTABLE CONTRADICTION undated

Maiden Lane LLC: The Federal Reserve's crisis-era vehicles appear to have undergone coordinated termination in 2015 based on Maiden Lane LLC's compressed final filing …

Maiden Lane LLC
1 source on file
//4105 NOTABLE CONTRADICTION undated

Project Maven: The absence of Project Maven references in earlier 2019 SEC filings suggests either new contractor onboarding or program classification changes that t…

Project Maven
1 source on file
//4101 NOTABLE CORROBORATION undated

Central Intelligence Agency (CIA): The CIA's Office of General Counsel operates internal administrative and disciplinary proceedings that function as quasi-judicial processes without cr…

Central Intelligence Agency (CIA)
1 source on file
//4100 NOTABLE CONTRADICTION undated

Axon Enterprise: Axon Enterprise maintains a single active Unique Entity Identifier (UEI: K153RM7AMH66) in SAM.gov as of 2024, which is used for all federal contract r…

Axon Enterprise
1 source on file
//4097 NOTABLE CONTRADICTION undated

Jay Obernolte: CA-23's median household income ($74,939) is above the 2024 national median ($73,500), undermining the inference that 'above-average poverty' is the p…

Jay Obernolte
1 source on file
//4096 NOTABLE CONTRADICTION undated

Emanuel Cleaver: Cleaver's 'Present' vote on H.Res. 894 is consistent with a pattern of institutionalist procedural caution on ethics matters, in contrast to his typic…

Emanuel Cleaver
1 source on file
//4095 NOTABLE CONTRADICTION undated

Ehud Barak: Ehud Barak's U.S. SEC filings show a gap from 2008 to 2013 during his tenure as Israeli Defense Minister, suggesting he likely terminated or paused U.…

Ehud Barak
1 source on file
//4094 NOTABLE CONTRADICTION undated

Clearview AI: The claimed 'July 14–Sept 1' window for Clearview AI's filings lacks any identifiable evidentiary basis in the provided source material and appears to…

Clearview AI
1 source on file
//4093 NOTABLE CONTRADICTION undated

Curtis Yarvin: The claim that 'concentrated SEC filing activity' occurred in 2018 for Yarvin or Tlon is not supported by the established facts; the only documented f…

Curtis Yarvin
1 source on file
//4092 NOTABLE CORROBORATION undated

Ken Calvert: Ken Calvert cast votes on SALT policy in 2017 (creating the $10k cap) and 2025 (raising it to $40k) that are functionally contradictory, and he has no…

Ken Calvert
1 source on file
//4089 NOTABLE CONTRADICTION undated

Jodey C. Arrington: Covenant Health System (Lubbock), with 5,000 employees and $53,800 in career donations to Arrington, faces direct financial vulnerability from H.R. 1 …

Jodey C. Arrington
1 source on file
//4088 NOTABLE CONTRADICTION undated

Jimmy Panetta: H.R.9495 Section 5 requires the Treasury Secretary to report all revocations of tax-exempt status under the bill's provisions to the U.S. Sentencing C…

Jimmy Panetta
1 source on file
//4087 NOTABLE CONTRADICTION undated

Sarah Elfreth: Elfreth's no vote on the FY26 NDAA is consistent with her pattern of occasional cross-party opposition noted in her gun control record while in the Ma…

Sarah Elfreth
1 source on file
//4085 NOTABLE CONTRADICTION undated

Lloyd Smucker: H.R. 5371 is not referenced in any of Lloyd Smucker's established voting record, public statements, or campaign materials from the 2025-2026 cycle, ra…

Lloyd Smucker
1 source on file
//4084 NOTABLE CONTRADICTION undated

Lucy McBath: The House passed the Bipartisan Safer Communities Act on June 24, 2022, which fell — by one day — after the June 21 runoff primary deadline for Georgi…

Lucy McBath
1 source on file
//4083 NOTABLE CONTRADICTION undated

Richard McCormick: McCormick's vote on H.R. 8281 (No Funds for Iranian Terrorism Act) occurred on November 2, 2023, and was consistent with AIPAC's legislative scorecard…

Richard McCormick
1 source on file
//4082 NOTABLE CONTRADICTION undated

Ken Calvert: Calvert's two most recent LGBT-related votes (against Equality Act 2021, for Respect for Marriage Act 2022) show a shift that could have been reactive…

Ken Calvert
1 source on file
//4078 NOTABLE CORROBORATION undated

Jimmy Panetta: Panetta's 2018 financial disclosure revealed a likely negative net worth (assets $30K-$497K, liabilities $515K-$1.05M), making him one of the few memb…

Jimmy Panetta
1 source on file
//4077 NOTABLE CORROBORATION undated

Mariannette Miller-Meeks: Miller-Meeks voted against the Ukraine-Security-Supplemental in April 2024 in line with 112 of 213 House Republicans, placing her in the majority of h…

Mariannette Miller-Meeks
1 source on file
//4076 NOTABLE CORROBORATION undated

Mariannette Miller-Meeks: Miller-Meeks voted in favor of H.R. 8034, the Israel Security Supplemental Appropriations Act, 2024, which passed the House with bipartisan support on…

Mariannette Miller-Meeks
1 source on file
//4075 NOTABLE CONTRADICTION undated

Marc A. Veasey: Veasey's TX-33 constituency is approximately 26% foreign-born, making immigration policy a salient demographic concern in the district regardless of t…

Marc A. Veasey
1 source on file
//4074 NOTABLE CORROBORATION undated

Marc A. Veasey: During the 118th Congress (2023-2024), Veasey served as Ranking Member of the House Judiciary Subcommittee on Crime and Federal Government Surveillanc…

Marc A. Veasey
1 source on file
//4073 NOTABLE CONTRADICTION undated

Marc A. Veasey: API's 2022 independent expenditures included support for Democratic candidates who voted for IRA lease sale provisions, suggesting strategic industry …

Marc A. Veasey
1 source on file
//4071 NOTABLE CONTRADICTION undated

Marc A. Veasey: No public record exists of Veasey's office issuing a press release, floor statement, or social media post between June 1-15, 2023, explicitly explaini…

Marc A. Veasey
1 source on file
//4070 NOTABLE CONTRADICTION undated

Pat Harrigan: The combined poverty rate (9.2%) and below-bachelor's-degree attainment (67.2%) in NC-10 suggest a population substantially dependent on means-tested …

Pat Harrigan
1 source on file
//4067 NOTABLE CONTRADICTION undated

Kat Cammack: Cammack's committee assignments on Energy and Commerce (Subcommittee on Communications and Technology) provide direct legislative authority over the d…

Kat Cammack
1 source on file
//4066 NOTABLE CORROBORATION undated

Jeff Hurd: AFGE, the union representing USFS and BLM employees, made zero direct campaign contributions to Jeff Hurd's 2024 congressional campaign, according to …

Jeff Hurd
1 source on file
//4063 NOTABLE CORROBORATION undated

Jonathan L. Jackson: In the 2022 Democratic primary for IL-01, outside spending by crypto-backed Super PACs (primarily Protect Our Future, funded by FTX’s Sam Bankman-Frie…

Jonathan L. Jackson
1 source on file
//4061 NOTABLE CONTRADICTION undated

John James: No bill designated 'H.R. 1' in the 118th or 119th Congress contained reconciliation instructions for Medicaid or SNAP cuts as described in the inferen…

John James
1 source on file