Intuitively, most of the benefits from our method derive from the "gold standard" information of the companion KB, and its linking to the NKG, which act as a source of supervision.
we address the research question of how much (pseudo-)supervision our method needs in terms of KB links, and whether it can be used to improve the state-of-the-art on the task of taxonomy induction.