Techniques for finding near duplicate records

Question

I\'m attempting to clean up a database that, over the years, had acquired many duplicate records, with slightly different names. For example, in the companies table, there

Answer 1

Maybe google refine could help. It looks maybe more fitted if you have lots of exceptions and you don't know them all yet.