We perform inference on Freebase using joint EL and RE, and then inference on Wikipedia to validate the results.
we treat the top two predictions of the joint inference model as the candidate subject and relation pairs, and extract the corresponding answers from each pair, take the union, and filter the answer set using Wikipedia.