Given a name mention m, to perform entity linking, we need to find the entity e which maximizes the probability P(e|m).
then we can resolve the entity linking task as follows: the main problem of entity linking is to estimate the three distributions P(e), P(s|e) and P(c|e), i.e., to extract the entity knowledge from data.