This deficiency is due to dis-regarding the context of the entities (Singh et al., 2018c,b).
when aiming for annotating entities and relations of short text, it is important to develop an approach which a) is agnostic of the requirement of large training data and b) jointly links entities and relations to its KG equivalence.