For example, when scoring the likelihood of the triple (person1, speaks languages, french), we allow the model to use a person's nationality.
we calculate the scores of the positive triples using Equation 1 (shown in Box 2a), and then for each positive triple calculate the scores of N negative triples, with negatives created by randomly permuting the entities on either side; we permute the right hand side (rhs) of T 1 with N = 2 in Box 3 of the example figure.