We often discuss concepts such as democracy or dictatorship using mechanism terminology, and thus a distributional learning approach would learn that they share features with political systems (from their literal uses), as well as with mechanisms (from their metaphorical uses, as shown next to the respective graph edges in the figure).
they ran their system on these data, and output a ranked set of metaphorical examples.