Lightweight Elicitation-Only Screening

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

• Description Elicitationmethod0.748
  Baseline elicitation strategy using third-person character descriptions for base model persona extraction
• Combined Elicitationmethod0.724
  Elicitation strategy pooling responses from Description, Dialogue, and Narration before difference-of-means extraction
• Narration Elicitationmethod0.718
  Alternative elicitation using neutral scenarios continued as stories with few-shot exemplars establishing persona
• Stimulus-Elicited Intentionconcept0.715
  Zaadnoordijk and Bayne's category of intentional action; sticker-removal behavior induced by the self-prior corresponds to this
• Dialogue Elicitationmethod0.714
  Alternative elicitation using two-turn everyday conversations with a recurring character for persona extraction
• One-Layer Attention-Only Transformerconcept0.710
  The first toy model analyzed; shown to implement an ensemble of bigram and skip-trigram models readable directly from weights
• Experimental process of judging structure-preserving transformationsmethod0.707
  A method described in chapter 2 of Vol 2, used to evaluate whether a proposed action enhances or damages the existing wholeness.
• triggers (low-information-content stimuli)concept0.707
  Simple stimuli that evoke complex, intelligent responses because the receiver interprets them.