With respect to text documents, slightly modified passages in these documents can be identified using fingerprints (Potthast and Stein, 2008).
for data fields which contain natural language such as the assignee name field, string similarity metrics (Cohen et al., 2003) as well as spelling correction technology are exploited (Damerau, 1964;Monge and Elkan, 1997).