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.

//0489 SIGNIFICANT CONTRADICTION undated

SentinelOne: SentinelOne's January 31 fiscal year means its annual 10-K filings are due by late March. The future-dated entry on 2026-03-19 is possible as a forwar…

SentinelOne
1 source on file
//0487 SIGNIFICANT CONTRADICTION undated

SentinelOne: SentinelOne's 2023 10-K (SEC accession 0001628280-23-010713) lists no material government contract revenue and no risk factor referencing CFIUS restri…

SentinelOne
1 source on file
//0485 SIGNIFICANT CONTRADICTION undated

Brian Schimpf: Anduril's contract portfolio ($43B+) is structurally concentrated in two major awards ($20B Army + $22B IVAS) that were both announced within 14 month…

Brian Schimpf
1 source on file
//0480 SIGNIFICANT CONTRADICTION undated

Brian Schimpf: Anduril's revenue growth trajectory (from $1 billion in 2024 to $2.1 billion in 2025) was established under the prior administration and accelerated b…

Brian Schimpf
1 source on file
//0477 SIGNIFICANT CORROBORATION undated

William R. Timmons: Timmons' top financial backers (Securities & Investment, Commercial Banks, Leadership PACs) are plausibly more aligned with opposition to increased go…

William R. Timmons
2 sources on file
//0476 SIGNIFICANT CONTRADICTION undated

Stephen Miller: SEC insider filing obligations apply to corporate officers, directors, and 10% beneficial owners — not to all shareholders. Stephen Miller's sharehold…

Stephen Miller
1 source on file
//0475 SIGNIFICANT CORROBORATION undated

Richard Li: The February filings spanning 2014, 2021, and 2023 are not unified by a single regulatory mechanism — the 2014 instance appears to be a separate filin…

Richard Li
1 source on file
//0474 SIGNIFICANT CORROBORATION undated

Federal Bureau of Investigation (FBI): In-Q-Tel funded Palantir Technologies in its early stages, and Palantir subsequently received FBI contracts; this funding pathway may allow technology…

Federal Bureau of Investigation (FBI)
1 source on file
//0473 SIGNIFICANT CORROBORATION undated

Elbit Systems: Elbit Systems of America's Special Security Agreement structure creates a regulatory wall where the US subsidiary's FOCI (Foreign Ownership, Control, …

Elbit Systems
1 source on file
//0472 SIGNIFICANT CONTRADICTION undated

Michael Flynn: The $5 million estimated legal fee figure, if accurate, would have nearly exhausted Flynn's $6.6 million in known disclosed financial resources from 2…

Michael Flynn
1 source on file
//0470 SIGNIFICANT CONTRADICTION undated

Michael Flynn: No FEC record shows Michael T. Flynn making any direct campaign or PAC contribution during 2017-2019, which is consistent with either financial constr…

Michael Flynn
1 source on file
//0469 SIGNIFICANT CORROBORATION undated

Federal Bureau of Investigation (FBI): The FBI's use of DOJ's ITSSS-2 contract vehicle, worth $8 billion, provides a structural mechanism through which FBI-specific technology procurements …

Federal Bureau of Investigation (FBI)
1 source on file
//0468 SIGNIFICANT CONTRADICTION undated

Stephen Miller: If Gregory Barbaccia's Palantir stock holdings (established connection) similarly lack a public ethics agreement, this would suggest OGE's oversight o…

Stephen Miller
1 source on file
//0466 SIGNIFICANT CORROBORATION undated

Curtis Yarvin: Curtis Yarvin's SEC filing footprint is structurally limited because Tlon Corporation is a private company that has only ever filed Form D exemptions,…

Curtis Yarvin
2 sources on file
//0465 SIGNIFICANT CORROBORATION undated

Shyam Sankar: Sankar's political donations of over $90,000 to Rep. Raja Krishnamoorthi (D-IL), who serves on the House Oversight and Intelligence committees, sugges…

Shyam Sankar
1 source on file
//0463 SIGNIFICANT CORROBORATION undated

Stephen Miller: OGE's routine practice does not require proactive publication of individual recusal agreements for White House senior advisers (non-Senate-confirmed),…

Stephen Miller
1 source on file
//0458 SIGNIFICANT CONTRADICTION undated

SentinelOne: The 100% missing accession numbers in the SentinelOne dataset, combined with a correct structural inference (late-March 10-K filing pattern), suggests…

SentinelOne
1 source on file
//0455 SIGNIFICANT CORROBORATION undated

Jensen Huang: The Department of Commerce's October 7, 2022 semiconductor export controls (87 FR 62186) included an explicit exception for 'items intended for use in…

Jensen Huang
2 sources on file
//0454 SIGNIFICANT CONTRADICTION undated

Jensen Huang: DOE's Frontier supercomputer (deployed May 2022) reached exascale before the October 2022 export controls, meaning the inference of 'acceleration due …

Jensen Huang
2 sources on file
//0451 SIGNIFICANT CORROBORATION undated

HPSP: The only verified US regulatory touchpoint for Korean HPSP would be through Crescendo Equity Partners' SEC-registered fund disclosures of its 39.42% s…

HPSP
2 sources on file
//0450 SIGNIFICANT CONTRADICTION undated

Trae Stephens: The absence of federal political donations by Trae Stephens contrasts with typical patterns of defense industry executives, particularly those who ser…

Trae Stephens
2 sources on file
//0448 SIGNIFICANT CONTRADICTION undated

Anduril Industries: The UK Defence Select Committee's AUKUS inquiry reports and evidence sessions represent the most likely venue for any specific Anduril references in U…

Anduril Industries
1 source on file
//0443 SIGNIFICANT CONTRADICTION undated

Robert Mercer: The two FEC records for 'Robert Mercer' donors (Kamiah, ID and San Leandro, CA) produce a total of $150 in ActBlue contributions, not $300, and the cl…

Robert Mercer
1 source on file
//0439 SIGNIFICANT CONTRADICTION undated

Scott Fitzgerald: In the 2023-2024 cycle, Scott Fitzgerald received $609,032 from the Finance/Insurance/Real Estate sector — 18 times more than his $41,790 from agribus…

Scott Fitzgerald
1 source on file
//0437 SIGNIFICANT CORROBORATION undated

Sarah McBride: McBride's nay vote on H.R. 29 (January 2025) preceded and was consistent with a pattern of opposition to DHS funding bills in early 2026 (H.R. 7147 an…

Sarah McBride
1 source on file
//0436 SIGNIFICANT CORROBORATION undated

Sara Jacobs: CA-51’s top employer, Professional, Scientific & Technical Services, is dominated by defense and biotech (e.g., Illumina, BAE Systems), not fintech or…

Sara Jacobs
1 source on file
//0434 SIGNIFICANT CORROBORATION undated

Mary E. Miller: Miller voted nay on H.R. 8035 (Ukraine Security Supplemental Appropriations Act, 2024) on April 20, 2024, joining a majority of House Republicans (101…

Mary E. Miller
1 source on file
//0433 SIGNIFICANT CORROBORATION undated

Melanie A. Stansbury: Stansbury was one of multiple House progressives who expressed frustration on a private Democratic caucus call about the eight Senate Democrats who vo…

Melanie A. Stansbury
1 source on file
//0432 SIGNIFICANT CORROBORATION undated

Mary E. Miller: The SNAP anti-fraud provision Mary Miller touted in the OBBBA — stripping benefits from 'illegal aliens' — was already federal law under 8 U.S.C. §161…

Mary E. Miller
1 source on file
//0430 SIGNIFICANT CORROBORATION undated

Mary E. Miller: Miller voted yea on Israel aid (H.R. 8034, $26B) less than 24 hours before voting nay on Ukraine aid (H.R. 8035, $61B) on April 20, 2024, establishing…

Mary E. Miller
1 source on file