For the relations with a small number of correct instances, Country and CapitalOf, KNOWITNOW is able to identify 70-80% as many instances as KNOW-ITALL at precision 0.9.
corp and ceoOf have a huge number of correct instances and a long tail of low frequency extractions that KNOWITNOW has difficulty distinguishing from noise.