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.

//0940 SIGNIFICANT CORROBORATION undated

Curtis Yarvin: Curtis Yarvin's personal galaxies — representing the Urbit namespace's foundational addressing infrastructure — appear not to have been transferred to…

Curtis Yarvin
1 source on file
//0937 SIGNIFICANT CORROBORATION undated

Curtis Yarvin: Curtis Yarvin's retention of 'significant ownership of the Urbit namespace' after his 2019 departure (Fact #19) is inconsistent with the claim that th…

Curtis Yarvin
1 source on file
//0936 SIGNIFICANT CORROBORATION undated

Thiel Capital: No public database maintained by the SEC catalogs which entities claim family office exemption under the Investment Advisers Act, meaning the total nu…

Thiel Capital
1 source on file
//0935 SIGNIFICANT CORROBORATION undated

Thiel Capital: The 2011 Investment Advisers Act family office exemption rule (Rule 202(a)(11)(G)-1) was drafted before the SEC's 2021-2022 SPAC review, creating a re…

Thiel Capital
1 source on file
//0933 SIGNIFICANT CORROBORATION undated

Thiel Capital: Thiel Capital's February 14 filing pattern in 2022 and 2023 is structurally consistent with Schedule 13G annual amendments (due 45 days after calendar…

Thiel Capital
1 source on file
//0932 SIGNIFICANT CONTRADICTION undated

Melanie A. Stansbury: H.R. 8034 allocated $1.7 billion in humanitarian and diplomatic funding alongside $24.3 billion in military aid — Stansbury's objection to 'unconditio…

Melanie A. Stansbury
1 source on file
//0927 SIGNIFICANT CORROBORATION undated

Joe Lonsdale: The investment thesis of 8VC, as described in public statements by Joe Lonsdale, prioritizes companies creating 'smart enterprise' platforms for legac…

Joe Lonsdale
1 source on file
//0926 SIGNIFICANT CORROBORATION undated

Joe Lonsdale: Multiple 8VC portfolio companies, including Anduril Industries and Epirus, hold active prime contracts with the US Department of Defense, creating a p…

Joe Lonsdale
1 source on file
//0925 SIGNIFICANT CORROBORATION undated

Stephen Miller: The absence of SEC enforcement actions against Stephen Miller is structurally overdetermined and carries no probative value regarding whether any SEC …

Stephen Miller
2 sources on file
//0920 SIGNIFICANT CONTRADICTION undated

Ken Calvert: The SALT cap raise in the Big Beautiful Bill (to $40,000) directly benefits CA-41's median property value of $626,200, reducing federal tax liability …

Ken Calvert
1 source on file
//0919 SIGNIFICANT CORROBORATION undated

Ken Calvert: Calvert's 2025-2026 fundraising reports show Q1 2026 received over $200,000 from defense contractor PACs and executives, but the critical Q1 2025 peri…

Ken Calvert
1 source on file
//0918 SIGNIFICANT CONTRADICTION undated

Ken Calvert: Calvert's district includes Palm Springs, a city with one of the highest per-capita LGBTQ populations in the United States, providing a direct constit…

Ken Calvert
1 source on file
//0917 SIGNIFICANT CONTRADICTION undated

Ken Calvert: On December 8, 2022, Rep. Ken Calvert voted yea on both the Respect for Marriage Act (H.R. 8404) and the omnibus defense appropriations bill (H.R. 261…

Ken Calvert
1 source on file
//0915 SIGNIFICANT CORROBORATION undated

Kristen McDonald Rivet: The $4.3 million figure for McDonald Rivet's community project funding requested in H.R. 5371 requires independent verification against the House Appr…

Kristen McDonald Rivet
1 source on file
//0913 SIGNIFICANT CORROBORATION undated

John James: No public evidence (FEC complaints, OCE referrals, or lobbying reports) currently links specific donor promises to James's yea vote on H.R. 1 as of Ju…

John James
1 source on file
//0911 SIGNIFICANT CONTRADICTION undated

Jodey C. Arrington: The two largest private employers in TX-19 — Covenant Health System (5,000 employees) and Hendrick Health System (3,000 employees) — are healthcare pr…

Jodey C. Arrington
1 source on file
//0909 SIGNIFICANT CORROBORATION undated

Jimmy Panetta: Panetta's negative net worth (liabilities exceeding assets by $18K to $1M) makes him financially dependent on campaign contributions as a professional…

Jimmy Panetta
1 source on file
//0907 SIGNIFICANT CORROBORATION undated

Mark Alford: The IRA's agricultural provisions (Title II of P.L. 117-169) included at least $19.5 billion in additional funding for NRCS conservation programs (EQI…

Mark Alford
1 source on file
//0906 SIGNIFICANT CORROBORATION undated

Mariannette Miller-Meeks: Miller-Meeks has not publicly reconciled her vote to certify the 2020 election with her vote against the January 6th Select Committee's investigation …

Mariannette Miller-Meeks
1 source on file
//0903 SIGNIFICANT CONTRADICTION undated

Marc A. Veasey: Veasey's district (TX-33) contains no direct route or construction of the Mountain Valley Pipeline, which runs exclusively through West Virginia and V…

Marc A. Veasey
1 source on file
//0900 SIGNIFICANT CORROBORATION undated

Ken Calvert: The procedural vote (H.Con.Res.14) was not on the final 'Big Beautiful Bill' (H.R. 1) itself but on the budget resolution unlocking the reconciliation…

Ken Calvert
1 source on file
//0897 SIGNIFICANT CORROBORATION undated

Ken Calvert: Ken Calvert was one of only three California House Republicans — out of 11 in 2022 — to vote for the Respect for Marriage Act. The other two were Rep.…

Ken Calvert
1 source on file
//0896 SIGNIFICANT CORROBORATION undated

Kat Cammack: The University of Florida's 55,000+ student population in FL-03 predominantly uses Florida driver's licenses for voter registration, making them diffe…

Kat Cammack
1 source on file
//0895 SIGNIFICANT CORROBORATION undated

Kristen McDonald Rivet: McDonald Rivet has publicly celebrated at least one Community Project Funding award (Bridgeport Fire Department, $866,000) in January 2026 without any…

Kristen McDonald Rivet
1 source on file
//0891 SIGNIFICANT CONTRADICTION undated

John H. Rutherford: Rutherford's 2023 vote for the Fiscal Responsibility Act (debt ceiling deal) and his subsequent public criticism of GOP colleagues for opposing a CR d…

John H. Rutherford
1 source on file
//0890 SIGNIFICANT CORROBORATION undated

Jodey C. Arrington: Arrington's March 2026 statement about 'retooling' Medicaid cuts suggests awareness that his H.R.1 version violated Senate reconciliation rules (the B…

Jodey C. Arrington
1 source on file
//0889 SIGNIFICANT CORROBORATION undated

Sarah Elfreth: Elfreth's vote against H.R. 5371 places her in opposition to the largest employer in her district (Fort Meade, 56,000 employees), the third-largest em…

Sarah Elfreth
1 source on file
//0880 SIGNIFICANT CONTRADICTION undated

Lucy McBath: The 46 Democrats who voted No on the FRA were overwhelmingly from safe Democratic districts (Cook PVI D+15 or higher) or from districts with significa…

Lucy McBath
1 source on file
//0876 SIGNIFICANT CORROBORATION undated

Kristen McDonald Rivet: The total amount of Community Project Funding requested by Rep. McDonald Rivet for FY2025/2026 that was included in the final, passed appropriations b…

Kristen McDonald Rivet
1 source on file
//0875 SIGNIFICANT CORROBORATION undated

Kristen McDonald Rivet: Representative Kristen McDonald Rivet (MI-08) voted against H.R. 1968 on March 11, 2025, a Continuing Resolution which, according to subsequent statem…

Kristen McDonald Rivet
1 source on file