Notice that we can accurately predict the Xscientist-at-Y surface pattern relation in table 2, as well as the more general person/company (em-ployedBy) relation in table 1.
for us even entailment rules are just a by-product of our goal to improve prediction, and it is this goal we directly optimize for and evaluate.