Nominative case is used to define the nouns which are the subject of the sentence, accusative shows usually the direct object of the verbs and dative case refers to the indirect object of bitransitive verbs.
the followed approach takes advantage of syntax, following a method similar to Semantic Role Labelling (Carreras and Marquez, 2005;Surdeanu and Turmo, 2005).