Whether presenting the top three candidates to the user is reasonable depends on the evaluation of how good the top three candidates are.
we also wish to assess top three candidates directly because the top three F1 measure values presented are computed for a gold standard that allows only a single correct answer, when in fact there may be multiple possible correct answers.