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.

2,088 signals on file. For the hand-crafted narrative findings derived from this work, see /findings.

//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
//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
//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
//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
//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
//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
//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
//1431 SIGNIFICANT CORROBORATION undated

Stephen Miller: No publicly released committee correspondence (letter, referral, or staff memo) from the House or Senate oversight committees requests the SEC investi…

Stephen Miller
2 sources on file
//1429 SIGNIFICANT CORROBORATION undated

Stephen Miller: Stephen Miller has not filed any SEC Form 3, Form 4, or Form 5 insider trading reports for Palantir Technologies, confirming his status as a non-insid…

Stephen Miller
2 sources on file
//1425 SIGNIFICANT CORROBORATION undated

Stephen Miller: The timing of Stephen Miller's acquisition of Palantir stock (before, during, or after his White House service) is not documented in any publicly avai…

Stephen Miller
2 sources on file
//1421 SIGNIFICANT CORROBORATION undated

Stephen Miller: Stephen Miller's 2025 OGE Form 278e discloses Palantir stock held in a child's brokerage account, a custodial structure that makes the beneficial owne…

Stephen Miller
1 source on file
//1420 SIGNIFICANT CORROBORATION undated

Stephen Miller: SEC EDGAR filings for Palantir Technologies do not contain a unique identifier (e.g., tax ID, birth date) that would allow automated cross-referencing…

Stephen Miller
1 source on file
//1419 SIGNIFICANT CORROBORATION undated

Stephen Miller: Stephen Miller's acquisition date(s) for Palantir stock (whether before, during, or after his White House service) can be determined from his OGE Form…

Stephen Miller
1 source on file
//1416 SIGNIFICANT CORROBORATION undated

Stephen Miller: No publicly accessible ethics waiver or recusal agreement has been found documenting any conflict-of-interest management by Stephen Miller regarding h…

Stephen Miller
1 source on file
//1415 SIGNIFICANT CORROBORATION undated

Stephen Miller: Stephen Miller's Palantir stock acquisition date (before, during, or after his White House service) is not documented in any publicly searchable OGE F…

Stephen Miller
1 source on file
//1414 SIGNIFICANT CORROBORATION undated

Stephen Miller: Palantir Technologies held contracts with ICE for its Investigative Case Management system during the period when Miller was Senior Advisor shaping im…

Stephen Miller
1 source on file
//1413 SIGNIFICANT CORROBORATION undated

Stephen Miller: Stephen Miller's 2025 OGE Form 278e filing shows Palantir stock held in his child's brokerage account — a structure that may circumvent standard blind…

Stephen Miller
1 source on file
//1410 SIGNIFICANT CORROBORATION undated

Stephen Miller: EDGAR disambiguation for Stephen Miller is impossible without a Form 4 or 5 filing linked to his verified OGE address (Santa Monica CA or Washington D…

Stephen Miller
1 source on file
//1404 SIGNIFICANT CORROBORATION undated

Curtis Yarvin: The board of directors of the Urbit Foundation, not the board or investors of Tlon Corporation, possessed the authority to fire the foundation's execu…

Curtis Yarvin
1 source on file
//1397 SIGNIFICANT CORROBORATION undated

NSO Group: No US subsidiary of NSO Group (e.g., NSO Group Inc.) has filed any SEC statements, consistent with the company having no permanent US corporate presen…

NSO Group
1 source on file