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.

//3673 NOTABLE CONTRADICTION undated

Jason Crow: GEO Group's FY2024 federal lobbying spending ($2.1M) exceeded its FY2023 total ($1.8M), consistent with defensive lobbying against detention reform bi…

Jason Crow
1 source on file
//3672 NOTABLE CONTRADICTION undated

Jason Crow: Buckley Space Force Base, the largest single-site employer in CO-06, employs 10,000 personnel directly affected by NDAA personnel provisions, includin…

Jason Crow
1 source on file
//3671 NOTABLE CONTRADICTION undated

Jodey C. Arrington: No cryptocurrency industry PAC (Coinbase, Blockchain Association, etc.) appears in Arrington's top 20 career donor industries (OpenSecrets), suggestin…

Jodey C. Arrington
1 source on file
//3665 NOTABLE CONTRADICTION undated

Jason Crow: No FEC records show contributions from JStreetPAC to Crow within 60 days of the April 20, 2024 vote, suggesting the donation was not timed as a quid p…

Jason Crow
1 source on file
//3662 NOTABLE CONTRADICTION undated

Harriet M. Hageman: The Laken Riley Act (H.R. 29) passed the House with 46 Democratic votes, indicating bipartisan support that undercuts the inference that Hageman's vot…

Harriet M. Hageman
1 source on file
//3657 NOTABLE CONTRADICTION undated

Elbit Systems: Elbit Systems Ltd. last filed with the SEC in 2005 before resuming in 2019, a gap of 14 years, inconsistent with ongoing US public reporting obligatio…

Elbit Systems
1 source on file
//3649 NOTABLE CONTRADICTION undated

Axon Enterprise: The 92.6% body camera footage use rate in prosecutions against private citizens versus 8.3% against police (2016 data) suggests that evidence manageme…

Axon Enterprise
1 source on file
//3648 NOTABLE CONTRADICTION undated

Axon Enterprise: Axon's 2024 lobbying expenditure of $1.5M (Fact 6) suggests capacity for influencing state-level workers' compensation policies, but no primary eviden…

Axon Enterprise
1 source on file
//3647 NOTABLE CONTRADICTION undated

Invariant: The absence of 'Invariant' in federal litigation databases may reflect strategic use of parent company (Stagwell Inc.) legal representation rather tha…

Invariant
1 source on file
//3644 NOTABLE CONTRADICTION undated

Peter Mandelson: No SEC EDGAR Form 4 filing exists for Peter Mandelson at Lazard Ltd (NYSE: LAZ) during 2016, which is inconsistent with any advisory board role that w…

Peter Mandelson
1 source on file
//3643 NOTABLE CONTRADICTION undated

Richard Li: The 2004-2014 gap in Richard Li's public SEC filings corresponds to the period before SEC Rule 13H-1 (large trader reporting) became effective in Octo…

Richard Li
1 source on file
//3639 NOTABLE CONTRADICTION undated

US Immigration and Customs Enforcement (ICE): Multiple FOIA and civil rights lawsuits name ICE as the primary defendant in federal court, suggesting that non-tort litigation does not systematicall…

US Immigration and Customs Enforcement (ICE)
1 source on file
//3638 NOTABLE CONTRADICTION undated

MOSAIC: The Gavin de Becker MOSAIC threat assessment system, if deployed through professional services agreements rather than software licenses, would appear …

MOSAIC
1 source on file
//3636 NOTABLE CONTRADICTION undated

Matt Danzeisen: Crescendo Equity Partners' Korean corporate registration status and the nature of its investments (semiconductor supply chain) would be governed by Ko…

Matt Danzeisen
1 source on file
//3634 NOTABLE CONTRADICTION undated

Marilyn Strickland: The Laken Riley Act vote in WA-10 occurred in a district where approximately 17.5% of households speak a non-English language at home, predominantly S…

Marilyn Strickland
1 source on file
//3633 NOTABLE CONTRADICTION undated

Marilyn Strickland: Strickland's nay vote on H.R. 29 aligned her with the broad Democratic caucus opposition to mandatory ICE detention, placing her among 159 House Democ…

Marilyn Strickland
1 source on file
//3631 NOTABLE CONTRADICTION undated

Matt Danzeisen: The unresolved BlackRock versus Blackstone employment discrepancy in documentary sources (established facts #24, #25, #30, #31) constitutes a material…

Matt Danzeisen
1 source on file
//3627 NOTABLE CONTRADICTION undated

ImmigrationOS: The E-Government Act of 2002 potentially requires a published Privacy Impact Assessment for ImmigrationOS because it is a federal IT system collecting…

ImmigrationOS
1 source on file
//3623 NOTABLE CONTRADICTION undated

Crescendo Equity Partners: The 7-year holding period for HPSP (2017-2024) is longer than the median 4-6 year hold for buyout funds globally, suggesting market timing was not the…

Crescendo Equity Partners
1 source on file
//3620 NOTABLE CONTRADICTION undated

National Reconnaissance Office (NRO): House Intelligence Committee's documented 2000 complaint that NRO 'could not be responsive to congressional concerns' due to non-NRO contracting offic…

National Reconnaissance Office (NRO)
1 source on file
//3619 NOTABLE CONTRADICTION undated

Nvidia: The temporal proximity of Nvidia's Q3 FY2026 10-Q filing (October 26, 2025) and the Palantir partnership announcement (October 28, 2025) establishes a…

Nvidia
1 source on file
//3615 NOTABLE CONTRADICTION undated

Stephen Miller: The systematic absence of FEC contributions attributed to the policy-relevant Stephen Miller across three employment periods (Sessions staff, White Ho…

Stephen Miller
1 source on file
//3614 NOTABLE CONTRADICTION undated

Randy Fine: The Florida's 6th Congressional District's dominant industry sector by employment share (NAICS 72 - accommodation and food services at 11%) combined w…

Randy Fine
1 source on file
//3613 NOTABLE CONTRADICTION undated

Mariannette Miller-Meeks: The Inflation Reduction Act's methane emissions fee (42 U.S.C. § 7432, added by Section 60113) imposed a direct cost on Iowa's CAFO-based livestock in…

Mariannette Miller-Meeks
1 source on file
//3611 NOTABLE CONTRADICTION undated

Michelle Fischbach: The IRA conservation programs — particularly EQIP and CSP — disproportionately benefit row-crop and livestock operations (corn, soybeans, dairy) rathe…

Michelle Fischbach
1 source on file
//3606 NOTABLE CONTRADICTION undated

SentinelOne: SentinelOne's IPO prospectus (SEC Form S-1/A, filed June 2021) and subsequent 10-K filings do not reference 'federal government' or 'US government' as…

SentinelOne
1 source on file
//3605 NOTABLE CONTRADICTION undated

Ehud Barak: Ehud Barak's potential civil litigation would more likely appear in Israeli district courts than U.S. federal courts, given his 99% foreign operations…

Ehud Barak
1 source on file
//3604 NOTABLE CONTRADICTION undated

Curtis Yarvin: The possibility that Yarvin's SEC filings could relate to transactions or disclosures involving his Tlon stock holdings during the 2018 fundraising wi…

Curtis Yarvin
1 source on file
//3602 NOTABLE CONTRADICTION undated

NSO Group: A search of SEC EDGAR for any filing associated with NSO Group (by CIK, name, or former name) yields zero results, contradicting the claim of ongoing …

NSO Group
1 source on file
//3598 NOTABLE CONTRADICTION undated

Palantir Technologies: No SEC Schedule 13D filings for Palantir (from 2003-2010) list a European individual beneficial owner, suggesting no European investor held more than …

Palantir Technologies
1 source on file