Together with David Backer, Karsten Donnay, Eric Dunford, and Erin McGrath, we have developed a novel method for automated integration and disambiguation of event data called Matching Event Data by Location, Time, and Type (MELTT). Karsten and Eric have developed a R-package that implements the MELTT methodology in a user-friendly interface. The R-package is available on CRAN and a detailed description of the method is available here.