Figure displays a p-box for the contact frequency distributions for the splitting protocol as well as all long replicas separately for ADRP system (and Figure for other systems). It clearly shows the bounds on the cumulative probability of the ligand contacting a given residue across the full set of simulations furnishes a clear visualisation of the aleatoric uncertainty that is associated with the ligand-residue contact frequency across all simulations.