As the common name implies, this species has deeply lobed leaves. The leaves are pinnately lobed with pointed divisions. As one might suspect from the specific epithet `triflorum,` the flowers are often in clusters of three. The seedling photo of this species is misidentified in the 1991 edition of Weeds of the West but corrected in the 1992 edition.