Plant grown for its oil and seeds (9)
I believe the answer is:
sunflower
(Other definitions for sunflower that I've seen before include "Plant's" , "that Van Gogh used to paint" , "seen in Van Gogh's art" , "Tall plant" , "nickname of US State" .)