Likelike was a princess of the Hawaiian Kingdom and member of the reigning House of Kalākaua. She was born in Honolulu, on the island of Oʻahu. Likelike's parents were Analea Keohokālole and Caesar Kapaʻakea, and the family were members of the aliʻi class of the Hawaiian nobility. Before the age of six, she was raised on the island of Hawaii for her health. Likelike later returned to Honolulu, where she was educated by Roman Catholic and Congregationalist teachers in the city's girls' schools.

The House of Kalākaua, or Kalākaua Dynasty, also known as the Keawe-a-Heulu line, was the reigning family of the Kingdom of Hawaiʻi under King Kalākaua and Queen Liliʻuokalani. They assumed power after the last king of the House of Kamehameha, Lunalilo, died without designating an heir, leading to the election of Kalākaua and provoking the Honolulu Courthouse riot. The dynasty lost power with the overthrow of Liliʻuokalani and the end of the Kingdom in 1893. Liliʻuokalani died in 1917, leaving only cousins as heirs.