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.

//1053 SIGNIFICANT CORROBORATION undated

US Department of Homeland Security (DHS): The 11 DHS contracts awarded between $99,999 and $99,999.99 from August to October 2025 were likely distributed across at least two of the three HCAs …

US Department of Homeland Security (DHS)
1 source on file
//1050 SIGNIFICANT CORROBORATION undated

Department of Government Efficiency (DOGE): SEC EDGAR searches for 'Department of Government Efficiency (DOGE)' returning zero results before March 2025 is consistent with DOGE only gaining acce…

Department of Government Efficiency (DOGE)
1 source on file
//1043 SIGNIFICANT CORROBORATION undated

Maiden Lane LLC: No third-party investors were likely involved in Maiden Lane LLC's trust structures, as the trusts' grantor trust status under the TIA allowed the LLC…

Maiden Lane LLC
1 source on file
//1041 SIGNIFICANT CORROBORATION undated

NSO Group: NSO Group's exclusively judicial response to U.S. sanctions (suing BIS in federal court) is consistent with the legal prohibition on lobbying under th…

NSO Group
1 source on file
//1040 SIGNIFICANT CORROBORATION undated

Hanmi Semiconductor: The May 2018 cessation of U.S. SEC filings by Thiel/Danzeisen/Crescendo entities for Hanmi Semiconductor (fact #2) corresponds to the 18-month point a…

Hanmi Semiconductor
1 source on file
//1039 SIGNIFICANT CORROBORATION undated

Elbit Systems: The SSA for Elbit Systems of America was likely a condition of the Committee on Foreign Investment in the United States (CFIUS) approval for Elbit's $…

Elbit Systems
1 source on file
//1038 SIGNIFICANT CORROBORATION undated

Elbit Systems: Elbit Systems had existing SEC reporting obligations as a foreign private issuer with ADS listed on NASDAQ as of 2018, meaning the IMI acquisition did…

Elbit Systems
1 source on file
//1034 SIGNIFICANT CORROBORATION undated

SCL Group: SCL Group's SEC filing on 2005-11-14, if it exists in EDGAR with an accession number, would be a Form D (Regulation D exemption) for a private placeme…

SCL Group
1 source on file
//1033 SIGNIFICANT CORROBORATION undated

Elbit Systems: The expiration of Foreign Military Financing Off-Shore Procurement exemptions for Israeli firms by 2028 creates structural financial incentives for El…

Elbit Systems
1 source on file
//1032 SIGNIFICANT CORROBORATION undated

Elbit Systems: Elbit Systems' 2019 SEC filing is consistent with its relisting on NASDAQ via ADRs in 2018 after a 13-year absence from US exchange listing (2005-2018…

Elbit Systems
1 source on file
//1030 SIGNIFICANT CORROBORATION undated

Founders Fund: The Federal Funding Accountability and Transparency Act's 'ultimate parent company' definition is subject to a contested interpretation regarding whet…

Founders Fund
1 source on file
//1029 SIGNIFICANT CORROBORATION undated

Founders Fund: Anduril Industries identifies its ultimate parent company on USASpending.gov as 'Anduril Industries, Inc.' rather than any venture capital parent enti…

Founders Fund
1 source on file
//1028 SIGNIFICANT CORROBORATION undated

Richard Li: No Schedule 13D or 13G has been filed by Richard Li or any of his trusts for Bridgetown Holdings, Bridgetown 2 Holdings, or Bridgetown 3 Holdings betw…

Richard Li
1 source on file
//1027 SIGNIFICANT CORROBORATION undated

Thiel Capital: Bridgetown Holdings Limited's S-1 filing (SEC accession number 0001213900-21-000123) listed Thiel Capital LLC as one of the SPAC sponsors, but no Cong…

Thiel Capital
2 sources on file
//1026 SIGNIFICANT CORROBORATION undated

Thiel Capital: The 2011 Investment Advisers Act family office exemption creates a structural blind spot in federal oversight of SPAC sponsors' post-merger influence …

Thiel Capital
2 sources on file
//1025 SIGNIFICANT CORROBORATION undated

Thiel Capital: The absence of USASpending awards specifically linking Thiel Capital to federal contract influence is a function of the database's design (no field fo…

Thiel Capital
2 sources on file
//1023 SIGNIFICANT CORROBORATION undated

Mark Harris: Rowan County's 15% poverty rate is the highest among the three core counties in NC-08 (Cabarrus ~10%, Union ~9%), and the county has a higher share of…

Mark Harris
1 source on file
//1022 SIGNIFICANT CONTRADICTION undated

xAI: The Pentagon's $200 million xAI contract (July 2025) and GSA OneGov agreement (Sept 2025) were executed without xAI holding PBC status, potentially af…

xAI
2 sources on file
//1020 SIGNIFICANT CONTRADICTION undated

Invariant: The mathematical impossibility of generating $2.5M-$4M in bundled contributions from a $560K lobbying revenue base is consistent with either: (a) Heat…

Invariant
1 source on file
//1019 SIGNIFICANT CORROBORATION undated

Clearview AI: Peter Thiel's early-stage investment in Clearview AI positions him to benefit from regulatory crackdowns that eliminate competitors (smaller facial re…

Clearview AI
1 source on file
//1018 SIGNIFICANT CORROBORATION undated

Hanmi Semiconductor: The 2016-2018 convertible bond investment structure in Hanmi Semiconductor (75 billion won, 18-month window to May 2018 filing cessation) falls within…

Hanmi Semiconductor
2 sources on file
//1017 SIGNIFICANT CONTRADICTION undated

David Sacks: BitGo Holdings, Inc. has no registered Lobbying Disclosure Act filings in 2024-2025, suggesting the company does not employ registered federal lobbyis…

David Sacks
2 sources on file
//1016 SIGNIFICANT CORROBORATION undated

David Sacks: No major media outlet has systematically cross-referenced Craft Ventures' public portfolio companies against the USASpending.gov database of SBIR awar…

David Sacks
2 sources on file
//1015 SIGNIFICANT CORROBORATION undated

Richard Li: Richard Li’s 2004 transfer of PCCW shares to trust structures reduced his personal 13D filing obligations, making his later SEC activity largely drive…

Richard Li
1 source on file
//1014 SIGNIFICANT CORROBORATION undated

Richard Li: Richard Li’s SEC filings from 2021 to 2024 align temporally with Bridgetown SPAC quarterly/annual report deadlines and business combination event fili…

Richard Li
1 source on file
//1013 SIGNIFICANT CONTRADICTION undated

Mary E. Miller: The 46 Democratic defectors on H.R. 29 represent a bipartisan coalition on immigration enforcement, suggesting the bill's provisions on mandatory dete…

Mary E. Miller
1 source on file
//1012 SIGNIFICANT CORROBORATION undated

Mary E. Miller: Miller's H.R. 29 vote is consistent with her 2026 Senate campaign strategy of adopting maximum hardline positions on immigration to distinguish hersel…

Mary E. Miller
1 source on file
//1011 SIGNIFICANT CORROBORATION undated

Starshield: The absence of any Starshield reference in SDA budget justification documents for the FY2024-2025 Transport Layer, despite documented shared mission l…

Starshield
1 source on file
//1010 SIGNIFICANT CORROBORATION undated

Mary E. Miller: Miller's vote for H.R. 29 is consistent with a pattern of voting for immigration enforcement measures without regard to the operational capacity of IC…

Mary E. Miller
1 source on file
//1008 SIGNIFICANT CORROBORATION undated

Mark Harris: The CBO score for H.R. 1 (OBBBA) estimated a $3.4 trillion deficit increase and $1 trillion in cuts to Medicaid and SNAP over 10 years; this projectio…

Mark Harris
1 source on file