Entity trail

WikiProfile

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

Findings

Edges

Sources

Corpus findings

BENCHMARKED AGAINST
Gemma3
Scaling Gemma3 from 1B to 27B cut encoding failures from 85% to 23%.
Source finding
BENCHMARKED AGAINST
GPT-5
Frontier models encode 95–98% of WikiProfile facts but fail to recall 26–34%.
Source finding
BENCHMARKED AGAINST
Gemini 3 Pro
Frontier models encode 95–98% of WikiProfile facts but fail to recall 26–34%.
Source finding
BENCHMARKED AGAINST
Gemma3 -> WikiProfile
Scaling Gemma3 from 1B to 27B cut encoding failures from 85% to 23%.
Source finding

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