Let the prominence estimate P r(r i ) be the relative frequency with which the resource r i appears linked on Wikipedia compared to the frequency of all other resources in R. Formally: We estimate entity prominence through PageRank (Page et al., 1999).
we hope that this work may foster metric-aware and less biased benchmark datasets to be created, as well as it may stimulate a more sensitive discussion of results produced using those benchmarks.