The phrase "beauty is truth" is most famously attributed to John Keats, the English Romantic poet.
It comes from his poem "Ode on a Grecian Urn," written in 1819. The full line is "Beauty is truth, truth beauty,—that is all / Ye know on earth, and all ye need to know."