For a specified translation-invariant nonintegrable local Hamiltonian and a stated low-correlation initial-state family with narrow energy density, prove local-observable convergence or time-fraction closeness to the appropriate thermal ensemble, with explicit relaxation times, finite-size errors and ordering of limits.