Complex sentence: The competition includes an annual, regular-season football game between the schools that has existed since 1971 when Houston joined the now defunct Southwest Conference where Rice was also a member.
Split into simpler sentences: The competition includes an annual regular-season football game between the schools. It has existed since 1971, when Houston joined the now-defunct Southwest Conference, of which Rice was also a member.