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.

1,963 signals on file. For the hand-crafted narrative findings derived from this work, see /findings.

//3189 NOTABLE CONTRADICTION undated

Kat Cammack: Of the 13 counties in FL-03, Gadsden, Madison, and Dixie are uniquely vulnerable to the SAVE Act because they combine high Black population share (Gad…

Kat Cammack
1 source on file
//3188 NOTABLE CONTRADICTION undated

Kat Cammack: Cammack's refusal to hold in-person town halls (confirmed 2025) creates a documented information disparity between the affluent, tech-connected donor …

Kat Cammack
1 source on file
//3186 NOTABLE CONTRADICTION undated

Mark Harris: The top-three employers in Harris's NC-08 district are all healthcare or education institutions (Atrium Health Cabarrus: 5,500; Cabarrus County School…

Mark Harris
1 source on file
//3185 NOTABLE CORROBORATION undated

Mark Harris: Rowan County's poverty rate of approximately 15% (Census ACS 2023 5-year estimate) makes it the county with the highest poverty rate within Harris's N…

Mark Harris
1 source on file
//3182 NOTABLE CONTRADICTION undated

Jonathan L. Jackson: Rep. Jackson voted against the procedural rule (H. Res. 1093) to consider H.R. 8034, not against the underlying bill itself, allowing him to oppose th…

Jonathan L. Jackson
1 source on file
//3175 NOTABLE CONTRADICTION undated

Jimmy Gomez: Gomez's campaign received more than $2 million in combined outside spending from two industry Super PACs—AIPAC's United Democracy Project ($1.5M) and …

Jimmy Gomez
1 source on file
//3174 NOTABLE CONTRADICTION undated

Katherine M. Clark: On May 22, 2024, H.R. 4763 (FIT21) passed the House 279-136, with 71 Democrats voting in favor and 133 Democrats voting against. Clark voted 'nay' and…

Katherine M. Clark
1 source on file
//3171 NOTABLE CORROBORATION undated

Aladdin System: BlackRock's April 7, 2020 press release announcing the Microsoft Azure partnership for Aladdin directly contradicts the factual claim that Aladdin is …

Aladdin System
2 sources on file
//3170 NOTABLE CORROBORATION undated

Aladdin System: The Federal Reserve Bank of New York's conflict-of-interest framework for the SMCCF/PMCCF—specifically the Information Barrier and Conflicts of Intere…

Aladdin System
2 sources on file
//3159 NOTABLE CONTRADICTION undated

Jeff Hurd: The U.S. Forest Service (2,000 employees) and Bureau of Land Management (1,500 employees) are among the top employers in Hurd's district, meaning a la…

Jeff Hurd
1 source on file
//3156 NOTABLE CONTRADICTION undated

Jimmy Gomez: CA-34 has at least 43.4% foreign-born residents, approximately 24.8% non-citizen residents (derived from citizenship rate of 75.2%), meaning roughly 1…

Jimmy Gomez
1 source on file
//3154 NOTABLE CORROBORATION undated

Jimmy Gomez: The contrast between Gomez's 'no corporate PAC money' pledge and the $2M+ in corporate-funded super PAC spending on his behalf was not a major focus o…

Jimmy Gomez
1 source on file
//3153 NOTABLE CORROBORATION undated

Jeff Hurd: Rep. Jeff Hurd's vote for H.R. 1 on July 3, 2025, directly contradicts his April 14, 2025, signed pledge promising no reductions in Medicaid coverage,…

Jeff Hurd
1 source on file
//3149 NOTABLE CONTRADICTION undated

Jason Crow: H.R. 8070 passed the House on June 14, 2024, with Crow voting in favor (House Record: Roll Call 234). The bill contained the Garcia abortion travel re…

Jason Crow
1 source on file
//3148 NOTABLE CORROBORATION undated

Nicole Malliotakis: The OBBBA's SALT cap increase from $10,000 to $40,000 disproportionately benefits households in NY-11 with incomes above roughly $250,000 (those who i…

Nicole Malliotakis
1 source on file
//3147 NOTABLE CORROBORATION undated

Harriet M. Hageman: The tension between Hageman's alignment with fossil fuel industry interests (coal, oil and gas) through votes on H.R. 1 and H.R. 4 and her constituenc…

Harriet M. Hageman
1 source on file
//3146 NOTABLE CORROBORATION undated

Harriet M. Hageman: State Department border security programming at Ukraine's western borders (customs, biometrics, port infrastructure) is structurally distinct from U.S…

Harriet M. Hageman
1 source on file
//3145 NOTABLE CONTRADICTION undated

Gus M. Bilirakis: The inferred motive connecting NAB's donation to opposition over collective bargaining on public broadcasting requires identifying a different bill th…

Gus M. Bilirakis
1 source on file
//3144 NOTABLE CORROBORATION undated

Grace Meng: Meng voted against H.R. 2 (Secure the Border Act, 2023), but this vote alone does not establish a 'consistent' pattern without verifying the vote on H…

Grace Meng
1 source on file
//3142 NOTABLE CONTRADICTION undated

Doris O. Matsui: Matsui's 70.40% PAC dependency rate in 2023-2024 (FEC) makes her one of the most PAC-dependent members of the House Democratic Caucus, creating struct…

Doris O. Matsui
1 source on file
//3141 NOTABLE CONTRADICTION undated

Paragon Solutions: AE Industrial Partners' acquisition of the dormant Paragon Solutions shell, rather than founding a new US entity, is consistent with a strategy to avo…

Paragon Solutions
1 source on file
//3139 NOTABLE CONTRADICTION undated

Paragon Solutions: The 2004 SEC filing cluster likely belongs to a dormant US public shell company named Paragon Solutions that was acquired by AE Industrial Partners in…

Paragon Solutions
1 source on file
//3138 NOTABLE CONTRADICTION undated

Stephen Miller: Stephen Miller's continued ownership of Palantir stock through his child's brokerage account as of January 2025 means he held a financial interest in …

Stephen Miller
2 sources on file
//3136 NOTABLE CONTRADICTION undated

Peter Mandelson: Oral questions in the House of Commons are routinely scripted by MP staff or party research departments, making a scripted question unremarkable; the …

Peter Mandelson
1 source on file
//3134 NOTABLE CORROBORATION undated

Ron Wyden: Ron Wyden for Senate’s disbursements to AIPAC PAC ($255) and NABPAC ($100) are outbound from the campaign to the PACs, not inbound contributions from …

Ron Wyden
1 source on file
//3130 NOTABLE CORROBORATION undated

Federal Bureau of Investigation (FBI): The FBI's $18,000 Clearview AI licensing agreement, established in 2022, may have been awarded through the ITSSS-2 contract vehicle or another non-sta…

Federal Bureau of Investigation (FBI)
1 source on file
//3124 NOTABLE CONTRADICTION undated

Hanmi Semiconductor: The absence of KSIA's Washington D.C. FARA registration (if confirmed via DOJ FARA database) would suggest the association does not maintain a formal …

Hanmi Semiconductor
2 sources on file
//3122 NOTABLE CORROBORATION undated

Peter Thiel: Peter Thiel's FEC individual contribution records from 2021 through 2025 consistently list California addresses (West Hollywood and Los Angeles), with…

Peter Thiel
2 sources on file
//3121 NOTABLE CONTRADICTION undated

Rebekah Mercer: Rebekah Mercer's co-founding of 1789 Capital in Palm Beach, Florida, creates a regulatory-arbitrage corridor between Florida (no cryptocurrency-specif…

Rebekah Mercer
1 source on file
//3120 NOTABLE CONTRADICTION undated

Rebekah Mercer: The duplicate $3,300 donations to Never Surrender Inc. on the same date are consistent with a permissible split designation between a primary and gene…

Rebekah Mercer
1 source on file