Second, existing datasets that target multi-hop reasoning, such as QAngaroo (Welbl et al., 2018) and COMPLEXWEBQUESTIONS (Talmor and Berant, 2018), are constructed using existing knowledge bases (KBs).
these datasets are constrained by the schema of the KBs they use, and therefore the diversity of questions and answers is inherently limited.