Bedford, PA. Sponsored Topics. Bedford is a borough in Bedford County, Pennsylvania, 102 miles (164 km) west of the State Capital, Harrisburg. It is the county seat of Bedford County. Bedford was established in the mid-18th century. Population counts follow: 1890, 2,242; 1900, 2,167; 1910, 2,385.