Some typology of the the vast variety of inferential problems which cannot be specified apriory is discussed. General approaches for defining and evaluating posterior p-values are introduced. These are demonstrated with a particular problem involving testing a single null hypothesis with a series of same experiments due to repeats of "almost" significant p-values at earlier stages.