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.

//0596 NOTABLE CONTRADICTION undated

Stephen Miller: SEC EDGAR's beneficial ownership filing system (Forms 3, 4, 5) does not require filers to provide employer identification or date of birth, creating a…

Stephen Miller
1 source on file
//0594 NOTABLE CONTRADICTION undated

Stephen Miller: The May 5, 2020 SEC filing attributed to 'Stephen Miller' cannot be positively linked to the White House adviser without cross-referencing the filing'…

Stephen Miller
1 source on file
//0591 NOTABLE CONTRADICTION undated

Randy Fine: FL-06's dominant industry by share (NAICS 44-45 retail, 0.14) has lower exposure to TikTok-driven international tourism traffic than NAICS 72 (accommo…

Randy Fine
1 source on file
//0589 NOTABLE CONTRADICTION undated

Hanmi Semiconductor: Hanmi Semiconductor's market capitalization of $13.3 billion as of February 2026 is inconsistent with the characterization of the company as a 'mid-ma…

Hanmi Semiconductor
2 sources on file
//0586 NOTABLE CONTRADICTION undated

xAI: Nevada Revised Statutes 78.105(3) provides that a corporation's board may deny shareholder access to corporate books and records if the shareholder fa…

xAI
1 source on file
//0580 NOTABLE CONTRADICTION undated

Stephen Miller: No public record exists demonstrating that Stephen Miller filed SEC Forms 3, 4, or 5 for his Palantir Technologies stock holdings during his White Hou…

Stephen Miller
2 sources on file
//0579 NOTABLE CONTRADICTION undated

Stephen Miller: At least three unrelated individuals named 'Stephen Miller' have filed FEC contribution reports with different employers and geographic locations, cre…

Stephen Miller
1 source on file
//0577 NOTABLE CONTRADICTION undated

Stephen Miller: The OGE Form 278e disclosure chain provides the only reliable mechanism for attributing Miller's Palantir holdings to him, and any future SEC EDGAR se…

Stephen Miller
1 source on file
//0572 NOTABLE CONTRADICTION undated

Lisa C. McClain: McClain’s 'nay' vote on the CR threatened continued funding for Selfridge Air National Guard Base and defense contractors (Kratos, General Motors defe…

Lisa C. McClain
1 source on file
//0571 NOTABLE CONTRADICTION undated

Mike Haridopolos: The SAVE Act's documentary proof requirement could disproportionately affect the 12.6% Hispanic population (approx. 101,000) in Haridopolos's district…

Mike Haridopolos
1 source on file
//0570 NOTABLE CONTRADICTION undated

William R. Timmons: Timmons co-sponsored a bipartisan crypto bill (H.R. 10544) with Rep. Ritchie Torres, indicating that his pro-crypto stance has a bipartisan legislativ…

William R. Timmons
2 sources on file
//0564 NOTABLE CONTRADICTION undated

HPSP: No publicly accessible federal court records (PACER) document a criminal prosecution of HPSP or its executives under the Export Administration Regulat…

HPSP
1 source on file
//0563 NOTABLE CONTRADICTION undated

HPSP: The 2025 recapitalization of HPSP through Heat 2025 Holdings LLC (a US-based special purpose company) likely subjects the entity to enhanced US export…

HPSP
1 source on file
//0562 NOTABLE CONTRADICTION undated

Stripe: The absence of Stripe's name in LDA filings is consistent with a strategy of using acquiring bank partners (JPMorgan Chase, Wells Fargo) as federal lo…

Stripe
1 source on file
//0561 NOTABLE CONTRADICTION undated

Stripe: The cluster of SEC filings in late 2023 (November-December) may reflect Stripe's preparation for a public listing or regulatory response to SEC rulema…

Stripe
1 source on file
//0559 NOTABLE CONTRADICTION undated

James E. Risch: Risch's $558,000 from AIPAC for the 2026 cycle, if received before January 28, 2025, would represent a pre-vote donor alignment; if received after, it…

James E. Risch
1 source on file
//0558 NOTABLE CONTRADICTION undated

James E. Risch: No Senate roll call vote on an 'Illegitimate Court Counteraction Act' occurred on or around January 28, 2025, based on preliminary searches of Congres…

James E. Risch
1 source on file
//0557 NOTABLE CONTRADICTION undated

Curtis Yarvin: Curtis Yarvin's last SEC Form D filing for Tlon Corporation occurred in June 2018, three months before his first known political donation in September…

Curtis Yarvin
1 source on file
//0556 NOTABLE CONTRADICTION undated

Trae Stephens: The DCSA name verification standard for facility security clearances is not publicly documented in sufficient detail to confirm the exact method of va…

Trae Stephens
2 sources on file
//0551 NOTABLE CONTRADICTION undated

Pramila Jayapal: The Washington 7th district's rejection of I-2124 (2024) indicates a clear constituent preference for maintaining and expanding, not contracting, a pu…

Pramila Jayapal
1 source on file
//0550 NOTABLE CONTRADICTION undated

Pramila Jayapal: Pramila Jayapal's Congressional Progressive Caucus leadership role (Chair at the time of this vote) is a known factor that strongly predicts a 'nay' v…

Pramila Jayapal
1 source on file
//0549 NOTABLE CONTRADICTION undated

Michelle Fischbach: H.R. 29 (Laken Riley Act) passed the House on 2025-01-07 with bipartisan support; several Democratic representatives from agricultural districts with …

Michelle Fischbach
1 source on file
//0545 NOTABLE CONTRADICTION undated

SentinelOne: The United States Department of Justice awarded SentinelOne Inc. a contract valued at approximately $15.3 million in fiscal year 2023 for cybersecurit…

SentinelOne
1 source on file
//0543 NOTABLE CONTRADICTION undated

Stephen Miller: America First Legal Foundation's IRS Form 990s are the only public records that would reveal whether Palantir-affiliated donors or organizations have …

Stephen Miller
2 sources on file
//0540 NOTABLE CONTRADICTION undated

Stephen Miller: America First Legal Foundation's IRS Form 990 filings are the most likely public record source to reveal whether any financial relationship exists bet…

Stephen Miller
2 sources on file
//0535 NOTABLE CONTRADICTION undated

Stephen Miller: Stephen Miller's OGE Form 278e filings from 2017-2021 disclose only a value range for Palantir stock (e.g., $100,001-$250,000) and lack the transactio…

Stephen Miller
2 sources on file
//0533 NOTABLE CONTRADICTION undated

Stephen Miller: If SEC EDGAR were to adopt a tokenized personal identifier (such as a hash of SSN+Date of Birth), it would solve the Stephen Miller attribution proble…

Stephen Miller
1 source on file
//0532 NOTABLE CONTRADICTION undated

Stephen Miller: The SEC EDGAR system's lack of standardized personal identifiers (name, address, employer cross-checks) for individual filers creates a systematic fal…

Stephen Miller
1 source on file
//0522 NOTABLE CONTRADICTION undated

Curtis Yarvin: The existence of two SEC filings on March 29, 2018 for Yarvin is consistent with a single securities offering that required both a Form D filing and a…

Curtis Yarvin
1 source on file
//0520 NOTABLE CONTRADICTION undated

Curtis Yarvin: No public records analysis has yet cross-referenced Yarvin's personal SEC filing dates with Tlon Corporation's state-level Form D filings, board meeti…

Curtis Yarvin
1 source on file