To improve the generalization, <cite>Elsahar et al. (2018)</cite> introduced extra contexts for the input fact, which achieved significant performances. However, these contexts may make it difficult to generate questions that express the given predicate and associate with a definitive answer. Therefore, we focus on the two research issues: expressing the given predicate and referring to a definitive answer for generated questions.