Human Annotation Protocol

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

• Human Diversity Annotation (Likert Scale)method0.732
  Annotators score diversity of response sets 1-5 with half-point increments; used as ground truth correlation target
• Fleiss' kappa inter-annotator agreementmethod0.702
  Used to measure inter-annotator agreement among six human evaluators
• Semantic Denotationconcept0.697
  Central mechanism in denotational design: precise mathematical meaning assigned to types and expressions, independent of implementation.
• The only human oversight is provided through a list of rules or principles, and so we refer to the method as 'Constitutional AI'.quote0.697
  Defines the core concept of the paper.
• LLM-Based Facet Annotationmethod0.690
  GPT-4o used to annotate persona generation outputs for presence of Baumeister and ELEPHANT subfacets
• Non-human intelligenceconcept0.690
  Intelligences distinct from human minds, including AI and artificial life agents.
• Denotational Semanticsconcept0.689
  Formal modeling approach used throughout Fruit to provide mathematical meaning to GUI abstractions; enables reasoning about program properties.
• Proof of Humanity Certificatesconcept0.688
  Proposed mechanisms for verifying the provenance of creative content — critiqued as raising the wrong question (what made it vs. does it elevate us)