Abstract Rights and duties are essential features of legal documents. Machine learning algorithms have been increasingly applied to extract information from such texts. Currently, their main focus is on named entity recognition, sentiment analysis, the classification court cases predict outcome. In this paper it argued that until texts captured, analysis can remain bottle-necked by very technol...