topology of the graph

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

• Graph Geometryconcept0.810
  A more complex geometric structure used to characterize in-context learning task representations
• combinatorial topology of interactionsconcept0.756
  Structural arrangement of interactions on a graph; argued to be the critical determinant of self-organisation capability
• graph Hamiltonianframework0.746
  Hamiltonian constructed from adjacency matrix and coupling strengths on a graph
• Topology is the critical factor differentiating the self-organising capabilities of biological systems and language models.claim0.742
  Central interpretive claim of the paper: the ability to maintain long-range order is determined by interaction topology, not substrate.
• Graph-Structured Environmentsconcept0.734
  Training environments formalized as graphs where nodes have sensory observations and edges represent actions; used to test structural generalization.
• network of sequencesconcept0.716
  The interdependence of morphogenetic sequences, where each triggers others to repair the whole environment, analogous to arithmetic operations.
• Spectral Graph Theorymethod0.713
  Technique using principal eigenvectors to identify densest clusters; applied to find principal Markov blanket in simulations.
• Structure in computationconcept0.711
  The actual computational operations a model performs, which the paper argues need not mirror representational structure