Preheat the oven to 325°F. Rub a 2-quart baking dish generously with olive oil. Bring a large pot of water to a boil and blanch the fennel slices for 4 minutes; they will be half cooked and their rings will separate.
Remove the core from each slice of apple using a small cutter