Error Confinement — Ultrametric Error Suppression Shows: on a Bruhat–Tits (p-adic) tree, the strong triangle inequality confines errors strictly to the affected node's subtree — they cannot leak to siblings, parents, or any other branch of the tree.

Root (L)
Selected node
Error source
Affected subtree
Safe (confined)