This means that the matrix Y contains exactly one 1 per line, which is equivalent to the constraint: Second, if the pair i of entities verifies the relation k we suppose that at least one relation mention candidate indeed express that relation.
we want to impose that for at least one relation mention candidate n such that E in = 1, we have Y nk = 1.