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.

1,855 signals on file. For the hand-crafted narrative findings derived from this work, see /findings.

//1557 SIGNIFICANT CORROBORATION undated

Jeffrey Epstein: Epstein's investment in Valar Ventures via Southern Trust in June 2015 coincided temporally with his active role connecting Ehud Barak to Peter Thiel …

Jeffrey Epstein
2 sources on file
//1554 SIGNIFICANT CORROBORATION undated

ImmigrationOS: The absence of a USPTO trademark for ImmigrationOS is consistent with an operational security strategy rather than brand oversight, given the product …

ImmigrationOS
2 sources on file
//1553 SIGNIFICANT CORROBORATION undated

Nvidia: The AIOS-RA product from the Nvidia/Palantir partnership was likely under development under classified government contracts (e.g., JADC2, Project Mave…

Nvidia
2 sources on file
//1552 SIGNIFICANT CORROBORATION undated

Nvidia: Thiel Macro’s Q3 2025 13F filing will provide documentary evidence of the exact timing and number of Nvidia shares divested, enabling calculation of w…

Nvidia
2 sources on file
//1551 SIGNIFICANT CONTRADICTION undated

Nvidia: Peter Thiel’s sale of Nvidia shares in Q3 2025 would not automatically create short-swing profit liability under Section 16(b) of the Securities Excha…

Nvidia
2 sources on file
//1546 SIGNIFICANT CORROBORATION undated

Mike Collins: The CBO's $1.5 trillion deficit reduction figure for FRA2023 assumed continued full funding of IRS enforcement enhancement, which was later partially …

Mike Collins
1 source on file
//1544 SIGNIFICANT CORROBORATION undated

Stephen Miller: OGE Form 278e re-entry filings from January 2025 would require Miller to disclose any loan or grant from AFL as an 'asset' if the amount exceeded $5,0…

Stephen Miller
2 sources on file
//1543 SIGNIFICANT CORROBORATION undated

Stephen Miller: The absence of SEC insider filings for Stephen Miller's Palantir holdings does not indicate concealment; it is consistent with the legal distinction b…

Stephen Miller
2 sources on file
//1542 SIGNIFICANT CONTRADICTION undated

Stephen Miller: No SEC EDGAR filing for Palantir Technologies by any 'Stephen Miller' as officer, director, or beneficial owner over 5% could be found in the source d…

Stephen Miller
2 sources on file
//1541 SIGNIFICANT CORROBORATION undated

Stephen Miller: No SEC Form 3 (Initial Statement of Beneficial Ownership) or Form 4 (Statement of Changes in Beneficial Ownership) appears in public EDGAR records for…

Stephen Miller
2 sources on file
//1540 SIGNIFICANT CORROBORATION undated

Stephen Miller: Stephen Miller's 2025 OGE Form 278e is publicly available (filed Jan 20, 2025) and confirms Palantir holdings of $100k-$250k, but no corresponding eth…

Stephen Miller
2 sources on file
//1539 SIGNIFICANT CORROBORATION undated

Stephen Miller: The SEC's public database of insider trading enforcement actions from 2017-2025 contains no case involving Stephen Miller, his child's brokerage accou…

Stephen Miller
2 sources on file
//1537 SIGNIFICANT CONTRADICTION undated

Stephen Miller: The OGE Form 278e disclosure system and the SEC enforcement database have no documented cross-reference mechanism for federal employees holding stock …

Stephen Miller
2 sources on file
//1532 SIGNIFICANT CORROBORATION undated

Stephen Miller: SEC EDGAR’s inability to distinguish between individuals with identical names creates a documented false-attribution risk for ethics investigations in…

Stephen Miller
1 source on file
//1531 SIGNIFICANT CONTRADICTION undated

Stephen Miller: Any SEC filing for 'Stephen Miller' involving Palantir Technologies during the 2017-2021 period that lists an employer field inconsistent with 'White …

Stephen Miller
1 source on file
//1530 SIGNIFICANT CORROBORATION undated

Mariannette Miller-Meeks: The One Big Beautiful Bill Act's HSA expansion provisions would primarily benefit financial institutions that administer HSAs and insurance companies …

Mariannette Miller-Meeks
1 source on file
//1528 SIGNIFICANT CONTRADICTION undated

Lisa C. McClain: McClain voted for the One Big Beautiful Bill Act (H.R. 1, 2025) which increased federal deficits by an estimated $4.5 trillion over baseline, contradi…

Lisa C. McClain
1 source on file
//1527 SIGNIFICANT CORROBORATION undated

Lisa C. McClain: McClain's vote against the Sept 30, 2023 CR placed her in a leadership whip role (House GOP Conference Secretary) in opposition to her Speaker's prior…

Lisa C. McClain
1 source on file
//1526 SIGNIFICANT CONTRADICTION undated

Department of Government Efficiency (DOGE): The pattern of DOGE operational suspension and resumption is more likely attributable to court-ordered halts or internal project cycles than to statut…

Department of Government Efficiency (DOGE)
1 source on file
//1519 SIGNIFICANT CONTRADICTION undated

Mike Collins: Collins's 2023 vote against the Fiscal Responsibility Act (which included discretionary spending caps) and his 2025 vote for OBBBA (which does not inc…

Mike Collins
1 source on file
//1516 SIGNIFICANT CORROBORATION undated

Stephen Miller: ProPublica's Nonprofit Explorer and OpenTheBooks combine IRS 990 e-filer data with USASpending grant awards, but neither integrates SEC insider filing…

Stephen Miller
2 sources on file
//1515 SIGNIFICANT CORROBORATION undated

Stephen Miller: Stephen Miller's January 2025 OGE Form 278e filing explicitly lists Palantir stock held in a child's brokerage account, a fact that SEC Rule 16a-1(a)(…

Stephen Miller
2 sources on file
//1514 SIGNIFICANT CORROBORATION undated

Stephen Miller: The dual presence of Stephen Miller and Kara Frederick as Palantir shareholders in senior DHS-adjacent policy roles creates a collective appearance of…

Stephen Miller
2 sources on file
//1513 SIGNIFICANT CORROBORATION undated

Stephen Miller: The SEC's 5% beneficial ownership threshold means Stephen Miller's documented $100k-$250k Palantir stake is likely well below the filing trigger for S…

Stephen Miller
2 sources on file
//1511 SIGNIFICANT CORROBORATION undated

Stephen Miller: Stephen Miller's Palantir stock, worth $100,001–$250,000 as of January 2025, is held in his child's brokerage account, a structure that reduces public…

Stephen Miller
2 sources on file
//1509 SIGNIFICANT CORROBORATION undated

Stephen Miller: No Form 3, 4, or 5 insider transaction filing for Palantir Technologies (CIK 0001321655) could be attributed to Stephen Miller (White House adviser) t…

Stephen Miller
2 sources on file
//1508 SIGNIFICANT CORROBORATION undated

Stephen Miller: Stephen Miller's OGE Form 278e filings from 2017-2021 are retrievable via the OGE public database by filtering on agency (Executive Office of the Pres…

Stephen Miller
1 source on file
//1506 SIGNIFICANT CORROBORATION undated

Stephen Miller: No public cross-database linkage mechanism exists between OGE financial disclosure forms and SEC insider trading filings for White House advisers, mea…

Stephen Miller
2 sources on file
//1503 SIGNIFICANT CORROBORATION undated

Stephen Miller: Stephen Miller's 2025 OGE Form 278e re-entry filing is the single document that would confirm the exact acquisition date of his Palantir stock and whe…

Stephen Miller
1 source on file
//1502 SIGNIFICANT CORROBORATION undated

Stephen Miller: Stephen Miller's Palantir stock ownership, disclosed at $100,001-$250,000 in his child's brokerage account, creates a financial interest that would no…

Stephen Miller
1 source on file