A proposal for legal information extraction is described, aiming to auto-
matically populate an ontology. The experiments were performed over a set of le-
gal documents from the European lex site. The proposed approach combines two
different processes, namely statistical based and rule-based methodologies, and can
be considered an hybrid approach. This methodology showed good results, namely
in the precision, recall and f-measure values