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.

2,005 signals on file. For the hand-crafted narrative findings derived from this work, see /findings.

//2401 SIGNIFICANT CONTRADICTION undated

SentinelOne: The original source data for SentinelOne's SEC filings contained at least two structural errors (future dates, missing accession numbers) that are ind…

SentinelOne
1 source on file
//2397 SIGNIFICANT CONTRADICTION undated

SentinelOne: SentinelOne's absence from USASpending.gov is consistent with known Section 889 NDAA prohibitions applicable to foreign-owned telecommunications and s…

SentinelOne
1 source on file
//2394 SIGNIFICANT CONTRADICTION undated

Booz Allen Hamilton: The magnitude of CISA's increase in external contract obligations for cybersecurity support after E.O. 14028 is a specific, investigable figure that c…

Booz Allen Hamilton
1 source on file
//2384 SIGNIFICANT CONTRADICTION undated

Curtis Yarvin: The Urbit Foundation's Form 990 tax filings, not SEC EDGAR, represent the primary mechanism for determining whether Curtis Yarvin holds reportable fin…

Curtis Yarvin
2 sources on file
//2373 SIGNIFICANT CONTRADICTION undated

NSO Group: No lobbying disclosure filings were found for Paragon Solutions, Candiru, or QuaDream in the Lobbying Disclosure Act database from 2020-2023, suggesti…

NSO Group
1 source on file
//2363 SIGNIFICANT CONTRADICTION undated

Jimmy Gomez: Gomez raised $777,675 from large individual donors and only $11,445 from small donors in the 2023-2024 cycle, making his campaign 99.24% funded by don…

Jimmy Gomez
1 source on file
//2326 SIGNIFICANT CONTRADICTION undated

NSO Group: The absence of EDGAR filings from NSO Group between 2021-2025 is consistent with sanctions severing its direct access to U.S. capital markets — contra…

NSO Group
1 source on file
//2323 SIGNIFICANT CONTRADICTION undated

NSO Group: The BIS Entity List designation of NSO Group on November 3, 2021 prohibits U.S. persons from providing financial services to, brokering, or facilitati…

NSO Group
1 source on file
//2322 SIGNIFICANT CONTRADICTION undated

NSO Group: The absence of an SEC Form 12b-25 for NSO Group between November 2021 and February 2025 is most consistent with NSO Group having no SEC filing obligat…

NSO Group
1 source on file
//2321 SIGNIFICANT CONTRADICTION undated

NSO Group: The US Commerce Department's Entity List designation (15 CFR §744, Supplement No. 4) imposes a license requirement for exports, re-exports, and transf…

NSO Group
1 source on file
//2317 SIGNIFICANT CONTRADICTION undated

NSO Group: If NSO Group filed under a U.S. subsidiary or trust name not explicitly listed by OFAC/BIS, the Entity List restrictions might not apply to that separ…

NSO Group
1 source on file
//2312 SIGNIFICANT CONTRADICTION undated

NSO Group: The gap in SEC filings from May 2021 to February 2025 may correspond to a period when NSO Group's US legal representation was paused or restructured, …

NSO Group
1 source on file
//2299 SIGNIFICANT CONTRADICTION undated

NSO Group: NSO Group's absence from LDA and FARA filings is fully explained by its designation on the U.S. Commerce Department's Entity List in November 2021, wh…

NSO Group
1 source on file
//2296 SIGNIFICANT CONTRADICTION undated

NSO Group: NSO Group's SEC EDGAR filings (CIK 0001796149) from May 2021 onward likely reflect continuing reporting obligations for pre-existing convertible notes…

NSO Group
1 source on file
//2294 SIGNIFICANT CONTRADICTION undated

NSO Group: The absence of FARA registrations for NSO Group or Q Cyber Technologies in the DOJ's FARA database (2015-2025) is inconsistent with the pattern of oth…

NSO Group
1 source on file
//2286 SIGNIFICANT CONTRADICTION undated

NSO Group: If NSO Group's pre-gap EDGAR filings were one-time events (e.g., Form D exemptions or material-event 8-Ks) rather than ongoing 10-K/10-Q obligations, …

NSO Group
1 source on file
//2284 SIGNIFICANT CONTRADICTION undated

NSO Group: NSO Group's US legal challenge to the Entity List (2022-2024) did not include any public disclosure of Israeli government communications or DECA licen…

NSO Group
1 source on file
//2271 SIGNIFICANT CONTRADICTION undated

Booz Allen Hamilton: The absence of any BAH contract records in the original USASpending user-facing search is more likely attributable to query construction errors (legal…

Booz Allen Hamilton
1 source on file
//2261 SIGNIFICANT CONTRADICTION undated

Ehud Barak: No FEC contribution from Ehud Barak or his known entities exceeded $50 in any single election cycle between 2020-2024, consistent with automated donat…

Ehud Barak
1 source on file
//2248 SIGNIFICANT CONTRADICTION undated

Stephen Miller: No public records exist in either House disbursement archives or the FEC's itemized contributions database that would confirm or deny the claim, becau…

Stephen Miller
2 sources on file
//2234 SIGNIFICANT CONTRADICTION undated

Eric Schmidt: Mistral AI’s Series A was led by Lightspeed Venture Partners, with participation from La Famiglia, Headline, and others; Eric Schmidt is not named in …

Eric Schmidt
2 sources on file
//2211 SIGNIFICANT CONTRADICTION undated

Caedmon Group: The Delaware LLC (Caedmon Group LLC, registration number 3248193) has an unknown formation date that could predate 2003; a search of Delaware Division…

Caedmon Group
1 source on file
//2188 SIGNIFICANT CONTRADICTION undated

HPSP: HPSP's listing on KOSDAQ (ticker 403870) requires annual Korean-language financial disclosures under the Korea Exchange's mandatory disclosure regime,…

HPSP
1 source on file
//2186 SIGNIFICANT CONTRADICTION undated

HPSP: HPSP's sales to US semiconductor manufacturers may not require individual BIS export licenses if the equipment qualifies for a license exception under…

HPSP
1 source on file
//2182 SIGNIFICANT CONTRADICTION undated

MOSAIC: Federal threat assessment systems deployed via service contracts with unspecified deliverables may appear in USASpending under broad categories such a…

MOSAIC
1 source on file
//2175 SIGNIFICANT CONTRADICTION undated

Jodey C. Arrington: Arrington's TX-19 district contains two of his top five employers (Hendrick Health System and Covenant Health System) that are heavily reliant on Medi…

Jodey C. Arrington
1 source on file
//2173 SIGNIFICANT CONTRADICTION undated

Jimmy Gomez: The 'consistency' between Gomez's two votes is primarily a reflection of Democratic Party discipline on budget reconciliation legislation, not a demon…

Jimmy Gomez
1 source on file
//2167 SIGNIFICANT CONTRADICTION undated

John H. Rutherford: Rutherford's 2024 primary challenger (Mara Macie) attacked him exclusively on Ukraine aid and never mentioned his Medicaid votes or the OBBBA, suggest…

John H. Rutherford
1 source on file
//2156 SIGNIFICANT CONTRADICTION undated

Jimmy Gomez: Gomez's 0.76% small donor share places him in the 1st percentile of all House members for grassroots fundraising, creating a structural dependence on …

Jimmy Gomez
1 source on file
//2149 SIGNIFICANT CONTRADICTION undated

Jeff Hurd: No public statement from Jeff Hurd opposes the hypothetical public lands sale provision affecting FS and BLM employees in his district, consistent wit…

Jeff Hurd
1 source on file