We also looked at the role of the dependency path satellite nodes (words to the left and right of the entities). This type of features has also been adopted by various systems including Mintz et al. (2009) and <cite>Shwartz et al. (2016)</cite> , and we wanted to establish a basis for its effectiveness across multiple relations.