We say that a mention is a person-mention if the head of the mention is a PER named entity, and we say that the name of the person-mention is the PER named entity that is its head.
we restrict our attention to GPE entities that satisfy the following requirements: (1) they occur in the GeoNames database and (2) they are not countries.