Complex sentence: The Aurora Cavalry are a team in the International Basketball League based in Aurora, Colorado which began play in the 2006 season.
Split into simpler sentences: The Aurora Cavalry are a professional basketball team in the International Basketball League. They are based in Aurora, Colorado, and began play in the 2006 season.