The park and beach received its name in 1959 in honour of T. Babbitt Parlee, the former Minister of Municipal Affairs in the ministry of New Brunswick Premier Hugh John Flemming; Parlee having died in an airplane crash in 1957.
The park extends south from the beach approximately to Main Street (Route 133), with the campground located on the eastern boundary.