Implementing hierarchical priors encoded in tree structures

Apology about the confusion! Yes I used binary tree for the sake of exposition.

In my case, the input tree is a general tree (with arbitrary depth and branching factor, etc). For instance, country -> state -> city -> street -> building number -> ....

I will check the telescoping example and get back to you if needed!