ginc-entity-transition-matrix-formula
IN premise — summaries/2026/08/24/xie-2021-icl-bayesian-sR-references-chunk-2.md
Created 2026-08-25T02:58:56+00:00
The GINC entity transition matrix is computed as T_entity = 0.1T + 0.9I (I = 100×100 identity), enforcing ≥90% probability of staying on the same entity.
Summary
The entity tracking system is heavily biased toward keeping identities stable: at every step, an entity has at least a 90% chance of remaining the same, so identity switches are rare and gradual. This makes assignments very "sticky," which prevents rapid identity flips but also means genuine changes in what an entity is will be slow to show up.