A graph G=(V,E) is called a pairwise compatibility graph (PCG) if there exists a tree T, a positive edge-weight function w on T, and two non-negative real numbers dmin and dmax, dmin⩽dmax, such that V coincides with the set of leaves of T, and there is an edge (u,v)∈E if and only if dmin⩽dT,w(u,v)⩽dmax where dT,w(u,v) is the sum of the weights of the edges on the unique path from u to v in T. When the constraints on the distance between the pairs of leaves concern only dmax or only dmin the two subclasses LPGs (Leaf Power Graphs) and mLPGs (minimum Leaf Power Graphs) are defined.The Dilworth number of a graph is the size of the largest subset of its nodes in which the close neighborhood of no node contains the neighborhood of another.It is known that LPG∩mLPG is not empty and that threshold graphs, i.e. Dilworth one graphs, are contained in it. In this paper we prove that Dilworth two graphs belong to the set LPG∩mLPG, too. Our proof is constructive since we show how to compute all the parameters T, w, dmax and dmin exploiting the usual representation of Dilworth two graphs in terms of node weight function and thresholds. For graphs with Dilworth number two that are also split graphs, i.e. split permutation graphs, we provide another way to compute T, w, dmin and dmax when these graphs are given in terms of their intersection model.