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.

//3023 NOTABLE CONTRADICTION undated

Clarium Capital: The SEC's IAPD database confirms Clarium Capital Management LLC maintained Form ADV filings through 2013 despite being 'defunct' as an active fund, in…

Clarium Capital
2 sources on file
//3021 NOTABLE CONTRADICTION undated

Stephen Miller: No public search of biographical records has been conducted to determine whether Stephen Miller (White House adviser) ever held employment in financia…

Stephen Miller
2 sources on file
//3019 NOTABLE CONTRADICTION undated

Stephen Miller: Miller's OGE Form 278e filings from his initial term (2017-2021) have not been systematically reviewed for Palantir stock holdings. This is the single…

Stephen Miller
1 source on file
//3018 NOTABLE CONTRADICTION undated

Hanmi Semiconductor: The combination of a $13.3B market cap and only $151.1M in annual revenue places Hanmi Semiconductor in an extreme valuation category typically reserv…

Hanmi Semiconductor
2 sources on file
//3017 NOTABLE CONTRADICTION undated

Hanmi Semiconductor: Korea's 2021 FIPA amendment Article 8-2 explicitly authorizes Ministry of Trade, Industry and Energy to conduct retrospective reviews of foreign inves…

Hanmi Semiconductor
1 source on file
//3016 NOTABLE CONTRADICTION undated

Stephen Miller: America First Legal Foundation's Form 990 Schedule B for any year between 2021 and 2024 has not been published in publicly accessible databases (e.g.,…

Stephen Miller
2 sources on file
//3013 NOTABLE CORROBORATION undated

Stephen Miller: No FEC contribution record for Stephen Miller (White House adviser) has been found despite searching across three employment periods and multiple addr…

Stephen Miller
1 source on file
//3012 NOTABLE CONTRADICTION undated

Stephen Miller: The claim that any future SEC EDGAR search for 'Stephen Miller'+Palantir without OGE cross-reference will produce inconclusive results is accurate: th…

Stephen Miller
1 source on file
//3005 NOTABLE CORROBORATION undated

Mariannette Miller-Meeks: Miller-Meeks is more likely to have treated older patients (65+) under Medicare Part B than working-age adults on Medicaid, given that ophthalmology i…

Mariannette Miller-Meeks
1 source on file
//3004 NOTABLE CONTRADICTION undated

Mike Haridopolos: The CBO's OBBB deficit estimate ($3 trillion+) directly contradicts Haridopolos's fiscal-hawk record (Florida Senate budget balanced without tax hikes…

Mike Haridopolos
1 source on file
//3000 NOTABLE CONTRADICTION undated

Hanmi Semiconductor: The 2016 Thiel/Danzeisen/Crescendo convertible bond investment in Hanmi Semiconductor was issued during a period when the target company had active U.…

Hanmi Semiconductor
1 source on file
//2999 NOTABLE CONTRADICTION undated

Valar Ventures: The performance of Valar Ventures' 2020 vintage fund shows a -2.3% IRR (according to PSERS data), which significantly underperforms the implied annual…

Valar Ventures
1 source on file
//2997 NOTABLE CONTRADICTION undated

Michelle Fischbach: Fischbach's position on the House Agriculture Committee's Commodity Exchanges, Energy, and Credit Subcommittee gave her direct jurisdiction over sugar…

Michelle Fischbach
1 source on file
//2996 NOTABLE CORROBORATION undated

Stephen Miller: Stephen Miller holds $100,001–$250,000 in Palantir Technologies stock through a brokerage account titled in his child's name, as disclosed on his Janu…

Stephen Miller
2 sources on file
//2994 NOTABLE CONTRADICTION undated

Stephen Miller: OGE's Employee ID assignment protocol lacks a cross-agency Person Identifier standard, meaning Stephen Miller's 2017 and 2025 OGE disclosures cannot b…

Stephen Miller
1 source on file
//2991 NOTABLE CONTRADICTION undated

Stephen Miller: SEC EDGAR already collects filer address, employer, and occupation for beneficial ownership filings (Form 3, Form 4, Schedule 13D), which allows algor…

Stephen Miller
1 source on file
//2990 NOTABLE CONTRADICTION undated

Curtis Yarvin: The 2014 Yarvin v. Burnham lawsuit (San Francisco Superior Court Case CGC-14-543454) is the single best public record for establishing Tlon's state of…

Curtis Yarvin
1 source on file
//2988 NOTABLE CORROBORATION undated

Trae Stephens: No public SEC or USASpending records directly name Trae Stephens as key personnel on any Palantir federal contract, suggesting his specific role remai…

Trae Stephens
1 source on file
//2986 NOTABLE CONTRADICTION undated

NSO Group: The Entity List designation (November 2021) rendered any ongoing U.S. investment in NSO Group presumptively violative of 15 CFR §744.11, requiring U.S…

NSO Group
1 source on file
//2985 NOTABLE CONTRADICTION undated

NSO Group: Q Cyber Technologies Ltd. is a holding company incorporated in 2018 that issued a $400 million credit facility from U.S. investment firms; its U.S. su…

NSO Group
1 source on file
//2983 NOTABLE CORROBORATION undated

NSO Group: No BIS license applications for NSO Group have been publicly reported as issued or denied since the Entity List designation, consistent with either no…

NSO Group
1 source on file
//2976 NOTABLE CONTRADICTION undated

SentinelOne: Check Point Software, Palo Alto Networks, and CyberArk have been directly awarded federal contracts dating back at least to the 2000s (Check Point: 19…

SentinelOne
1 source on file
//2975 NOTABLE CONTRADICTION undated

SentinelOne: TechNet and BSA, the two trade associations cited as possible lobbying proxies for SentinelOne, are among several cybersecurity-industry advocacy grou…

SentinelOne
1 source on file
//2974 NOTABLE CORROBORATION undated

Michelle Fischbach: Rep. Fischbach's vote record on foreign aid bills in the 118th Congress (2023-2024) is not documented in the provided established facts as consistentl…

Michelle Fischbach
1 source on file
//2972 NOTABLE CONTRADICTION undated

SentinelOne: A same-date 10-K + 8-K filing pair is standard practice for public companies reporting material events (e.g., earnings release, executive changes) con…

SentinelOne
1 source on file
//2971 NOTABLE CONTRADICTION undated

SentinelOne: The SEC allows electronic filers to submit certain filings with a requested effective date up to 90 days in the future, but this is limited to registr…

SentinelOne
1 source on file
//2969 NOTABLE CONTRADICTION undated

SentinelOne: As of 2025, SentinelOne has no registered GSA contract vehicles (Schedule 70, STARS III) or federal procurement records in USASpending, either as a pr…

SentinelOne
1 source on file
//2966 NOTABLE CORROBORATION undated

Brian Schimpf: Brian Schimpf's background building Palantir Foundry — deployed for domestic and international government organizations across intelligence, defense, …

Brian Schimpf
1 source on file
//2965 NOTABLE CORROBORATION undated

Brian Schimpf: Anduril's $20 billion Army enterprise contract (March 2026) consolidates 120+ separate procurement actions, reducing oversight visibility by centraliz…

Brian Schimpf
1 source on file
//2964 NOTABLE CORROBORATION undated

Brian Schimpf: Anduril received no single contract valued at $500 million or more during the Biden administration (2021-2025), despite doubling revenue from ~$500M (…

Brian Schimpf
1 source on file