Taken together, it is remarkable that the model identified these patterns using only distributional vectors and only the positive/negative example pairs.
the reader should note these are not true Hearst patterns: Hearst patterns explicitly relate a hypernym and hyponym using an exact pattern match of a single co-occurrence.