That is the fruit of...
Physalis peruviana, commonly called Cape gooseberry, has its origin in the present day region of Chile and Peru. Its fruit is a round smooth berry, resembling a miniature yellow tomato. Removed from its calyx, it is bright yellow to orange in color, and sweet when ripe, with a characteristic, mildly tart tomato flavor.