The Buratti-Horak-Rosa Conjecture concerns the possible multisets of edgelabels of a Hamiltonian path in the complete graph with vertex labels 0, 1, . . . , v − 1 under a particular induced edge-labeling. The conjecture has been shown to hold when the underlying set of the multiset has size at most 2, is a subset of {1, 2, 3, 4} or {1, 2, 3, 5}, or is {1, 2, 6}, {1, 2, 8} or {1, 4, 5}, as well as partial results for many other underlying sets. We use the method of growable realizations to show that the conjecture holds for each underlying set U = {x, y, z} when max(U ) ≤ 7 or when xyz ≤ 24, with the possible exception of U = {1, 2, 11}. We also show that for any even x the validity of the conjecture for the underlying set {1, 2, x} follows from the validity of the conjecture for finitely many multisets with this underlying set.