Since we can compute the entity self-similarity ., using the identity map), we are now ready to define the precision, recall and F-measure as follows: A @ reference and system entities, and entities not aligned do not get credit.
the F-measure (5) penalizes a coreference system that proposes too many (i.e., lower precision) or too few entities (i.e., lower recall), which is a desired property.