A system and method for inferring reporting relationships from contact records. Contact records from a single company are identified, and each record is ranked based on the title. A probabilistic analysis is used to compare the number of contacts on the current level with the number of contacts on a lower level, and make a guess as to reporting relationships between contacts on the different levels. If a confidence score of a guessed reporting relationship is high enough, the reporting relationship is accepted, and contact records updated.