-IOB-chains of the heads of the two entities, each of which is a lexicalized path, in other words, a concatenation of the syntactic categories of all the constituents on the path from the root node to this leaf node of the tree (e.g., "S/VP/NP/NN").
it may be worth the effort to investigate other alternatives.