I recently asked a Freebase colleague @narphorium to graciously spend some time to write up what was once a very cool Freebase app that many of us used in Freebase to see overlap of Freebase Properties (like WD statements) between 1-5 Freebase Topics (like WD Items) that then ran a query to find other Topics that matched that overlapping set.

I thought that sharing this knowledge would allow others to get inspired and learn and possibly build a similar shape tool for Wikidata; if not already existing.

Freebase Sets
https://github.com/narphorium/freebase-sets

Best of luck WD engineers!