Old Pekin, IndianaOld Pekin is an unincorporated community in Polk Township, Washington County, in the U.S. state of Indiana.The community is the site of Eastern High School.HistoryPekin is known for having the nation's longest running consecutive Fourth of July celebration.GeographyOld Pekin is located just southeast of the larger incorporated town of New Pekin, at.