“In Graph Search, we have 20+ entity categories, including {user}, {group}, {application}, {city}, {college}, etc. At entity detection time, we allow multiple query segments, including overlapping ones, to be detected as potential entities, and allow multiple entity categories to be assigned to each query segment. This process provides important signals for semantic parsing.”