Box huckleberry was first collected and described in 1796 near Winchester, Virginia (probably in what is now West Virginia) by the botanist André Michaux.
No further specimens were collected until 1845, when Spencer Baird, a professor at Dickinson College, discovered a colony near New Bloomfield, Pennsylvania.