(2013) compiled an initial analysis of the questions in these datasets, and identified 7 broad categories of knowledge and inference requirements.
this analysis forced a single knowledge type for each question, for example causality, and from our detailed analysis we find that many types of knowledge are necessary to arrive at the correct answer, e.g., causality, actions, and purposes.