1. A computer-implemented method, comprising: receiving data comprising an entity having at least one feature; determining how the entity correlates with an existing entity; identifying an additional feature to increase confidence of the entity resolution; searching a data source for the additional feature to obtain an observation containing the additional feature; and performing the entity resolution using the at least one feature and the additional feature.