This would suggest we can define a new link prediction score based on entailment relations: S ent q,e 1 ,e 2 = max r∈R: r→q S r,e 1 ,e 2 .
since we do not have access to the entailment relations and can only rely on the predictions, Equation 3 is likely to be very noisy.