The document describes an identity and relationship resolution approach using a commercial off-the-shelf product. It discusses resolving identities across multiple data sets to determine whether records refer to the same individual, even when attributes are inconsistent or ambiguous. It also describes establishing relationships between resolved identities by analyzing connections like shared addresses or phone numbers. A case study is presented on applying this approach to analyze identities and relationships involved in the 9/11 terrorist attacks.