Before revision:  We perform experiments with benchmark datasets such as WikiMovies and MetaQA  .
After revision:  This allows us to extract the desired information from multiple documents by traversing the generated KG without a manual process. We examine its performance in retrieval based QA systems by reformulating the WikiMovies and MetaQA .