It is shown that several graph-distance-based structure-descriptors (among which are the recently introduced hyper-Wiener and Tratch-Stankevitch-Zefirov-type indices) are all mutually related and can be expressed in terms of distance distribution moments (i.e., moments for the distribution of shortest path intersite distances in the molecular graph).