Unusual rock formation on the coast at William Bay National Park. Western Australia. Elephant Rocks is a sheltered beach in Western Australia, a few hundred metres east of Greens Pool. It is located about 15 km west from Denmark, in William Bay National Park. Its name is derived from a series of exposed rocks, which from several angles resembles a herd of elephants.