The most accurate statement that summarizes how the Roman Empire formed is:
The Roman Empire formed when Octavian defeated Antony at the Battle of Actium, making Octavian the first emperor of Rome.
This event marked a significant turning point, leading to Octavian (later known as Augustus) consolidating power and establishing the Roman Empire.