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.

//1501 SIGNIFICANT CORROBORATION undated

Stephen Miller: The claim in the original source that 'No Lobbying disclosures found for Stephen Miller' is explained by his status as a 501(c)(3) executive (America …

Stephen Miller
1 source on file
//1499 SIGNIFICANT CORROBORATION undated

Stephen Miller: SEC EDGAR's lack of unique personal identifiers means that searches for common names like 'Stephen Miller' produce ambiguous results from multiple unr…

Stephen Miller
1 source on file
//1498 SIGNIFICANT CORROBORATION undated

Stephen Miller: OGE Form 278e financial disclosure filings, not SEC EDGAR records, are the most reliable public source for confirming Stephen Miller's Palantir stock …

Stephen Miller
1 source on file
//1494 SIGNIFICANT CORROBORATION undated

Stephen Miller: OGE Form 278e financial disclosure filings for Stephen Miller (White House adviser) are not filed on SEC EDGAR and cannot be automatically linked to E…

Stephen Miller
1 source on file
//1490 SIGNIFICANT CONTRADICTION undated

Marcy Kaptur: Kaptur's opposition to the DHS appropriations bill (H.R. 7147) was specifically motivated by ICE operational conduct (warrantless entries, deportation…

Marcy Kaptur
1 source on file
//1489 SIGNIFICANT CORROBORATION undated

Marcy Kaptur: Kaptur voted FOR the Farm Bill preserving SNAP cuts from the OBBB, despite having voted AGAINST the OBBB in part because of those same SNAP cuts, cont…

Marcy Kaptur
1 source on file
//1483 SIGNIFICANT CORROBORATION undated

Mariannette Miller-Meeks: The inference relies on a conflation of two distinct legislative vehicles: the June 2023 Fiscal Responsibility Act (P.L. 118-5), which averted the deb…

Mariannette Miller-Meeks
1 source on file
//1481 SIGNIFICANT CORROBORATION undated

Mariannette Miller-Meeks: The CBO cost estimate for HR 1 as passed by the House in July 2025 (the One Big Beautiful Bill Act) does not contain any state-by-state or non-expansi…

Mariannette Miller-Meeks
1 source on file
//1477 SIGNIFICANT CORROBORATION undated

Global Counsel: The combination of the UK LLP structure and mandatory ICC arbitration clauses in Global Counsel's client contracts creates a systematic legal barrier …

Global Counsel
2 sources on file
//1476 SIGNIFICANT CORROBORATION undated

Global Counsel: No SEC registrant among Global Counsel's confirmed public-company clients (Palantir, GSK, Vodafone) has disclosed a material consulting relationship w…

Global Counsel
2 sources on file
//1475 SIGNIFICANT CONTRADICTION undated

Mike Haridopolos: Haridopolos's district FL-08 has a 96.9% citizenship rate — meaning only 3.1% of residents are non-citizens. Combined with the 48.6 median age reflect…

Mike Haridopolos
1 source on file
//1472 SIGNIFICANT CORROBORATION undated

Chuck Edwards: Edwards voted for a budget resolution (H.Con.Res.14, Feb 2025) that set the $1.5 trillion spending-cut framework for OBBBA, while simultaneously servi…

Chuck Edwards
1 source on file
//1470 SIGNIFICANT CORROBORATION undated

Mike Collins: The CBO's cost estimate for the Fiscal Responsibility Act of 2023 showed that $1.2 trillion of the $1.5 trillion in deficit reduction came from extend…

Mike Collins
1 source on file
//1469 SIGNIFICANT CONTRADICTION undated

HPSP: HPSP's export license applications to BIS for shipments to TSMC (Taiwan) would be subject to a presumption of denial under the US-China chip war rules…

HPSP
1 source on file
//1468 SIGNIFICANT CORROBORATION undated

Hanmi Semiconductor: Hanmi Semiconductor's SEC filings from 2015-2018 included reports under Schedule 13D (beneficial ownership) related to the 75 billion won convertible …

Hanmi Semiconductor
1 source on file
//1465 SIGNIFICANT CONTRADICTION undated

Stripe: Stripe's absence from LDA records may be explained by its reliance on the Financial Technology Association (FTA), which lists Stripe as a member in it…

Stripe
1 source on file
//1464 SIGNIFICANT CORROBORATION undated

Jared Moskowitz: At least one of Moskowitz's 8 AIPAC-sponsored bills (H.R. 7217) was a party-line defection where he was among only 46 Democrats to vote yes, indicatin…

Jared Moskowitz
1 source on file
//1460 SIGNIFICANT CORROBORATION undated

Crescendo Equity Partners: Korea Growth Investment Corp's 75 billion won investment in Crescendo's second fund (2017) created a direct Korean government-linked capital commitmen…

Crescendo Equity Partners
2 sources on file
//1458 SIGNIFICANT CORROBORATION undated

xAI: X.AI Corp's 13-month tenure as a Public Benefit Corporation (April 20, 2023 to May 9, 2024) is an unusually short duration for PBC status, suggesting …

xAI
1 source on file
//1456 SIGNIFICANT CONTRADICTION undated

Clarium Capital: Clarium Capital Management LLC’s 6-year filing gap (2010–2016) is consistent with a transition to exempt reporting adviser status after its AUM fell b…

Clarium Capital
1 source on file
//1454 SIGNIFICANT CORROBORATION undated

Clarium Capital: The FCIC's failure to examine Clarium Capital's prime broker relationships (likely Goldman Sachs or Morgan Stanley based on housing derivative positio…

Clarium Capital
1 source on file
//1451 SIGNIFICANT CONTRADICTION undated

Valar Ventures: Valar Ventures' current SEC registration status (RIA vs ERA vs deregistered) for the period 2019-2024 is not directly established by any primary sourc…

Valar Ventures
1 source on file
//1450 SIGNIFICANT CONTRADICTION undated

Valar Ventures: If the $170M figure represents cumulative cash distributions, the Epstein estate would have received over 4x its $40M investment in realized proceeds,…

Valar Ventures
1 source on file
//1449 SIGNIFICANT CORROBORATION undated

Mike Collins: The uninsured rate in GA-10's rural Black Belt counties (Baldwin, Hancock, Putnam) is likely 18-22%, significantly above the district aggregate of ~14…

Mike Collins
1 source on file
//1445 SIGNIFICANT CORROBORATION undated

Michelle Fischbach: The inferential claim's use of 'comparable Minnesota sugar cooperatives' as a proxy for American Crystal Sugar's lobbying record is methodologically f…

Michelle Fischbach
1 source on file
//1441 SIGNIFICANT CORROBORATION undated

Stephen Miller: The OGE public ethics waiver database contains zero entries for Stephen Miller for the period 2017-2021, consistent with the broader documented failur…

Stephen Miller
2 sources on file
//1440 SIGNIFICANT CORROBORATION undated

Stephen Miller: Stephen Miller's Palantir stock holding was publicly disclosed on OGE Form 278e during the 2017-2021 period, but no contemporaneous recusal letter or …

Stephen Miller
2 sources on file
//1439 SIGNIFICANT CONTRADICTION undated

Stephen Miller: The use of minor custodial brokerage accounts by senior government officials to hold stock in companies they oversee does not automatically trigger SE…

Stephen Miller
2 sources on file
//1436 SIGNIFICANT CORROBORATION undated

Stephen Miller: The SEC EDGAR system's inability to uniquely identify filers by name (e.g., 'Stephen Miller') has been a known but under-analyzed barrier to systemati…

Stephen Miller
1 source on file
//1434 SIGNIFICANT CONTRADICTION undated

Stephen Miller: The absence of a government-wide unique employee identifier across OGE, SEC EDGAR, FEC, and USASpending prevents automated detection of conflicts of i…

Stephen Miller
1 source on file