Arabia is a peninsula in the Middle East region of Earth. It 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".