Pellville, KentuckyPellville is an unincorporated community in Hancock County, Kentucky, in the United States. The ZIP code is: 42364HistoryPellville was incorporated in 1870. It was originally known as Bucksnort and then later on had a post office named Blackford, Kentucky. The post office opened on May 29, 1851, and closed on September 19, 2009. The town was renamed to honor Samuel B. Pell in 1868.Notable peopleBaseball player Johnny Morrison was born in Pellville.