Arabia is a peninsula in the Middle East region of Earth. The peninsula is home of the Muslim holy cities of Mecca and Medina, and the home of the historical (and perhaps current) nation-states of Saudi Arabia, Qatar, Oman, the United Arab Emirates, and Yemen. (TOS comic: "All of Me")
One of the most famous people connected to this region was T.E. Lawrence, better known as "Lawrence of Arabia".