Wiki#745

Crimson Hexagonal Archive — Hugging Face Dataset Work Plan v3

Lee Sharks · 2026-05-20 · deposit #745
AXN:0296.EMPIRICAL.🜁✋🟤🌋➕🔝

Article

Crimson Hexagonal Archive — Hugging Face Dataset Work Plan v3 is an implementation plan for turning the archive into a research corpus.

The proposed dataset retains one row per deposit, a chunked training view, thematic subsets, and views grouped by classifier-attributed heteronym. Each record preserves original creator metadata while adding a machine-generated attribution proposal and confidence signals.

The classifier is also intended to distinguish human-primary, human-directed AI-assisted, mixed, AI-directed, and provenance-anchored generated material. Multiple text renderings would test whether provenance affects downstream training behavior when it is visible to a model rather than stored only as metadata.

Version 3 is a plan, not the completed dataset. Automated reattribution is analytical metadata until a separate human review accepts any canonical correction. The original deposit remains the primary source.

Defines (15)

Code block density Community membership Creator name field Critical insight from Assembly review Cross-deposit citation patterns Default heteronym prior Domain vocabulary co-occurrence Filename patterns Length and structural patterns Multiple heteronym names in creator field or text Null hypothesis (H₀) Reproducibility implication Self-attribution in text Specific phrases TACHYON glyph chain presence

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