Battle of Guandu
In the summer of 200, after months of preparations, the armies of Cao Cao and Yuan Shao clashed at the Battle of Guandu (near present-day Kaifeng). Cao Cao's army was heavily outnumbered by Yuan Shao. Due to a raid in Yuan's supply train, Yuan's army fell into disorder as they fled back north.