Multiple choice general knowledge math & puzzles Which word does NOT belong with the others? peninsula island bay cape Reveal answer Fill a bubble to check yourself C Correct answer Explanation A peninsula, island, and cape are all landforms. A bay is a body of water partially surrounded by land. Therefore, 'bay' is the outlier as it is the only water-based feature in the list.