A large body of work has been devoted to creating such knowledge bases.
open IE systems such as TextRunner (Yates et al., 2007), ReVerb (Fader et al., 2011), ollie (Mausam et al., 2012), and NELL (Carlson et al., 2010) have tackled the task of compiling an open-domain knowledge base.