 The Union and Logansport Railroad Company reached Blackford County in 1867, and the community became a flag stop on the railroad.The community was platted in 1867, and renamed for railroad executive Joel N. Converse.In addition to a sawmill and blacksmith shop, the community had a store, school, and church.