[3] The lowest, the southernmost, and the westernmost points in Indiana are all located along the township's boundaries.

[5] The township was so named for the fact the southernmost point in the county and state is contained within its borders.

[6] The Ashworth Archaeological Site, Hovey Lake Archaeological District, and Murphy Archeological Site are listed on the National Register of Historic Places.

Point Township is the location of many significant archaeological sites.

Among the leading ones are Ashworth in the township's northeast, Bone Bank along the Wabash River in the west,[9] and Murphy, Hovey Lake-Klein, and Welborn in the south central.