If a chemical change has taken place, the statement that is most likely true is:
A completely new substance is formed.
In a chemical change, the original substances undergo a transformation resulting in new substances with different compositions and properties. The other options mentioned (reversibility, recovery of original substances, and unchanged composition) are typically characteristics of physical changes rather than chemical changes.