 The proposed procedure reconstructs important features of an unnamed stochastic system from the long-time full-counting statistics of some of its transitions, using generalized factorial cumulants to reveal hidden dimensions and rates that are not detectable with ordinary cumulants. This article was authored by Philipp Stechmann and Jürgen Koenig.