Is there a way to establish parent child or child sibling relationship between textual sentences depicting some event using unsupervised/supervised machine learning techinques
Association rule mining is suitable which would be supervised if there are some ground truths otherwise it would be unsupervised. Association rule mining is possible in both scenarios.