Availability Heuristic

Cognitive tendency to judge frequency based on ease of recall, contributing to preference for typical responses in annotation

Neighborhood — ranked by edge-count

paper

cosine ≥ 0.65 · no typed edge

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

Representativeness Heuristicconcept0.835
Cognitive psychology finding that humans judge typicality based on whether an outcome looks representative of the generating process, leveraged to explain why VS recovers diversity
Heuristic Evaluationmethod0.810
Nielsen and Molich's method for finding UI flaws by applying usability heuristics.
Relational Heuristicsframework0.782
Non-Robust Heuristicsconcept0.778
RL-installed behaviors that reduce non-compliance on training prompt but do not generalize across prompt variations
Heuristic Trace Diagnosticsmethod0.744
Sentence-level pattern-matching heuristic counting regex-matched hits for six reasoning categories in chain-of-thought traces
Heuristic Search for Optimal Time Series (Markov + Conditional Independence)method0.740
Iterative procedure searching token counts in [50,100,...,1000] to find concatenation of (C)ARR satisfying IIT's Markov and conditional independence assumptions.
exists commitmentmethod0.705
Predicate to check whether a commitment exists.
Practicalityconcept0.704
The directness of motivation by practical concerns, characteristic of living processes in the examples.