We study the problem of reasoning over weighted ontologies. We assume that every axiom is labeled with an element of a distributive lattice (called its weight) and try to compute its so-called boundary, with respect to a given property. We show that axiom pinpointing is the most general instance of this problem. Finally, we present three applications of the problem of boundary computation.