Most of the existing wide-coverage knowledge bases have no problems in identifying, e.g., major cities ("New York is a city") or celebrities ("Madonna is a singer"), but they show limitations with respect to small villages and less known people.
the potential of web-scale intelligent, data-intensive applications can only be unlocked if they are capable of dealing with the most prominent entities, as well as the long tail.