Abstract: A method and system for detecting and queuing data stewardship tasks, the method may comprise receiving, at a private database, incoming identity information comprising one or more received data record attributes; comparing the one or more received data record attributes to a plurality of saved data records in the private database. Each saved private data record may include one or more saved attributes. A data stewardship task record is created that contains the received data record attributes and saved data record attributes that are near matches to the received data record. The data stewardship task is displayed to indicate a match quality for each of the received data record attributes and the saved data record attributes. The match quality may be indicated using a color coding scheme that uses a unique color or lack of color to indicate one of a match, a partial match, and no match.