WordNet sense 1 (tropical African climbing plant having yellow flowers with a dark purple center):

black-eyed Susan vine

WordNet sense 2 (annual weedy herb with ephemeral yellow purple-eyed flowers; Old World tropics; naturalized as a weed in North America):

flower-of-an-hour, flowers-of-an-hour, bladder ketmia