People make sense of a text by identifying semantic relations which connect the entities or concepts described by a text (cf. [2]). Therefore, in the search for smarter, more human-like, computer tools, we need to equip such tools with ability to identify and utilize semantic relations in processing the texts. In [4], we have dealt with the problem of mining real-estate listings. In this proble...