Static evidence logbook for Optimal and Scalable MAPF via Multi-Marginal Optimal Transport and Schrödinger Bridges. Six registered claims are resolved with direct CPU experiments: exact MAPF-oracle agreement, integrality and collision checks, network-matrix structure, Sinkhorn residuals and convergence, timed scaling, and entropic-to-integral pruning.