multi-thread doesn't work, and is even more time consuming than normal matching.
the matches are sorted based on reference id, instead of score.
decreasing the random walk steady state error threshold.
implementation of the get_statistics of the entity resolution package.
Calculating the diameter of the biggest components takes too much time! So, we'll ignore it.