The volcano is thought to have last erupted between 5,000 and 20,000 years ago making Mount Elephant dormant. During early European settlement, the mountain was known as Swagman's Lighthouse. The mountain was privately owned until 2000, when it was purchased by the Trust for Nature and the local community. The aim is to revegetate the area and promote local tourism.