The 2014 ProRead system (Scaria et al., 2013;Berant et al., 2014) included dependency relationships between events that it extracted, but assessed dependencies based on surface language cues, hence could not explain why those dependencies held.
they are unaware if they predict effects that have no apparent purpose in the process, possibly indicating a prediction error (e.g., the erroneous predictions in red in Figure 1).