Label-Shuffled Control

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

• Label Swappingmethod0.796
  Mitigation technique applied to flagged datapoints after probe-based ranking.
• Random-Direction Controlmethod0.741
  Negative control sampling Gaussian direction to verify persona-specific structure of extracted vectors
• controlconcept0.735
  The act of directing a system's behavior; the objective of a regulator.
• top-down controlconcept0.720
  Higher levels (tissue, organ, bioelectric pattern) causally influence lower-level events; key for evolutionary and engineering interventions.
• KL Controlframework0.720
  Control framework minimizing expected complexity; shown to be a special case of expected free energy minimization
• Temporal Permutation Controlmethod0.717
  Control procedure that permutes the concatenation order of (C)ARR while preserving internal token order; repeated 10 times.
• smooth controlconcept0.709
  Coherent, predictable changes in model behavior achieved by navigating along the learned manifold rather than using straight-line interventions.
• Spatio-Permutation Controlmethod0.709
  Control procedure that randomly permutes the embedding dimension order of (C)ARR to investigate latent nodal relationships in the RN; repeated 10 times.