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.

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

//0691 SIGNIFICANT CONTRADICTION undated

Saudi Public Investment Fund (PIF): PIF's US influence activities may be primarily conducted through the legal framework of FARA (as a foreign government instrumentality) rather than LDA…

Saudi Public Investment Fund (PIF)
1 source on file
//0686 SIGNIFICANT CONTRADICTION undated

DARPA: Former DARPA Program Managers are legally required to register as lobbyists under the Lobbying Disclosure Act if they engage in paid lobbying contacts…

DARPA
1 source on file
//0683 SIGNIFICANT CONTRADICTION undated

UK Ministry of Defence: UK MoD contracts awarded through CCS frameworks (G-Cloud, Digital Outcomes and Specialists) require publication of award notices including supplier na…

UK Ministry of Defence
1 source on file
//0679 SIGNIFICANT CONTRADICTION undated

US Immigration and Customs Enforcement (ICE): Federal Tort Claims Act (28 U.S.C. §2671-2680) requires tort suits against ICE officers to name the United States as defendant, not ICE — this is a st…

US Immigration and Customs Enforcement (ICE)
1 source on file
//0670 SIGNIFICANT CONTRADICTION undated

MOSAIC: Federal protective intelligence units (USSS, DHS PSO, FBI BAU) may procure threat assessment systems through consolidated security operations budgets …

MOSAIC
1 source on file
//0657 SIGNIFICANT CONTRADICTION undated

UK Ministry of Defence: The UK Ministry of Defence's £240 million direct award contract with Palantir in December 2025 was published on the UK Government's Contracts Finder s…

UK Ministry of Defence
1 source on file
//0653 SIGNIFICANT CONTRADICTION undated

MOSAIC: USASpending.gov's structural reporting at the contract level rather than task-order level creates a systematic transparency gap where proprietary algo…

MOSAIC
1 source on file
//0647 SIGNIFICANT CONTRADICTION undated

Valar Ventures: The five-year gap in Valar Ventures SEC filings (2019-2024) is consistent with the firm operating as an exempt reporting adviser (ERA) under the Inves…

Valar Ventures
1 source on file
//0639 SIGNIFICANT CONTRADICTION undated

Thiel Capital: Thiel Capital's post-SPAC board representation at portfolio companies creates a structurally indistinguishable advisory relationship from that of regi…

Thiel Capital
1 source on file
//0628 SIGNIFICANT CONTRADICTION undated

MOSAIC: The combination of generic service contract naming and FOIA Exemption 7(E) creates a compound transparency gap where threat assessment algorithms proc…

MOSAIC
2 sources on file
//0625 SIGNIFICANT CONTRADICTION undated

Hanmi Semiconductor: The Korean FSS DART public disclosure system would contain any >5% equity filings by Thiel/Danzeisen/Crescendo in Hanmi Semiconductor in May 2018, pro…

Hanmi Semiconductor
1 source on file
//0617 SIGNIFICANT CONTRADICTION undated

Curtis Yarvin: The claim that Curtis Yarvin had 'limited FEC results' is contradicted by established fact #26, which indicates he has FEC filings from 2022 listing '…

Curtis Yarvin
1 source on file
//0602 SIGNIFICANT CONTRADICTION undated

xAI: The March 2025 merger making xAI a subsidiary of X Corp (fact 17) created a corporate structure where xAI's financial disclosures are filtered through…

xAI
1 source on file
//0600 SIGNIFICANT CONTRADICTION undated

Michelle Fischbach: The CBO's projection of $3.4 trillion in deficit increases from the OBBBA likely includes significant tax cut components, which may provide a supply-s…

Michelle Fischbach
1 source on file
//0599 SIGNIFICANT CONTRADICTION undated

Stephen Miller: The probability that six SEC filings attributed to 'Stephen Miller' in public databases belong to entities in unrelated industries (banking, hardware)…

Stephen Miller
2 sources on file
//0597 SIGNIFICANT CONTRADICTION undated

Stephen Miller: If Miller held Palantir stock in a minor child's custodial account per UGMA/UTMA, the child — not Miller — would technically be the beneficial owner f…

Stephen Miller
2 sources on file
//0595 SIGNIFICANT CONTRADICTION undated

Stephen Miller: The absence of lobbying disclosures for 'Stephen Miller' is expected and consistent with his role as a White House adviser and later 501(c)(3) founder…

Stephen Miller
1 source on file
//0592 SIGNIFICANT CONTRADICTION undated

Randy Fine: No LDA filing from FL-06 tourism/hospitality entities (Visit Florida, Daytona Beach Area CVB, Volusia County Economic Development) identified lobbying…

Randy Fine
1 source on file
//0578 SIGNIFICANT CONTRADICTION undated

Stephen Miller: The SEC EDGAR system's lack of personal identifiers for filers known as 'Stephen Miller' prevents definitive attribution of the May 5, 2020 Palantir i…

Stephen Miller
1 source on file
//0575 SIGNIFICANT CONTRADICTION undated

Marcy Kaptur: The NRCC's claim that Kaptur's Nay vote rejected $3 million in Community Project Funding for OH-09 is consistent with the inclusion of such funding in…

Marcy Kaptur
1 source on file
//0574 SIGNIFICANT CONTRADICTION undated

Marcy Kaptur: Kaptur's voting record against H.R. 5371 is consistent with a pattern of opposing continuing resolutions that contain policies she has publicly oppose…

Marcy Kaptur
1 source on file
//0569 SIGNIFICANT CONTRADICTION undated

Keith Self: Self's vote against the rule for H.R. 8035 (combining Ukraine and Israel aid) was consistent with his pattern of opposing consolidated packages—he vot…

Keith Self
1 source on file
//0560 SIGNIFICANT CONTRADICTION undated

James E. Risch: The claim conflates a possible House action (H.R. 8282 from the 118th Congress) with a Senate vote, or may reflect a press release issued by Risch's o…

James E. Risch
1 source on file
//0541 SIGNIFICANT CONTRADICTION undated

Stephen Miller: The 'child's brokerage account' structure through which Miller disclosed $100K-$250K in Palantir stock is a known technique for avoiding the normal SE…

Stephen Miller
2 sources on file
//0534 SIGNIFICANT CONTRADICTION undated

Stephen Miller: Palantir Technologies did not disclose the proximity of its immigration enforcement contracts (ImmigrationOS, ELITE) to a White House Senior Advisor w…

Stephen Miller
2 sources on file
//0531 SIGNIFICANT CONTRADICTION undated

Stephen Miller: No public record has been found confirming that the May 5, 2020 SEC filing belongs to Stephen Miller (White House Senior Advisor, b. 1985) as distinct…

Stephen Miller
1 source on file
//0530 SIGNIFICANT CONTRADICTION undated

Stephen Miller: SEC EDGAR's identity architecture does not require or uniformly include government employee identifiers (OGE ID, White House employment details), maki…

Stephen Miller
1 source on file
//0529 SIGNIFICANT CONTRADICTION undated

Stephen Miller: SEC EDGAR cannot reliably attribute any filing to 'Stephen Miller, White House Senior Advisor' because EDGAR does not require filers to disclose emplo…

Stephen Miller
1 source on file
//0528 SIGNIFICANT CONTRADICTION undated

Stephen Miller: The claim that 'absence of middle initials prevents definitive attribution' is an overstatement; geographic and employer filters within EDGAR provide …

Stephen Miller
1 source on file
//0527 SIGNIFICANT CONTRADICTION undated

Stephen Miller: SEC EDGAR's state-of-residence field provides sufficient disambiguation for Stephen Miller's SEC filings when cross-referenced with his known resident…

Stephen Miller
1 source on file