Finding unique records in unknown data

We describe techniques to identify data records that have unique or novel field value combinations. These techniques allow the rapid identification of unique records in data sets without a priori knowledge of field values or field-value ranges. This results in the formulation and creation of new knowledge about the data, based on information that is not evident and is not otherwise easily obtained.