Collaborative data cleansing involves using two or more computer systems for merging two data objects by copying one or more attribute values associated with one a source object to a target data object and reassigning any instances that refer to the source object to the target object. The computer systems involved in the collaborative data cleansing exchange messages concerning the local status of the data cleansing cases.