The pitcher is pitching the ball in a game of baseball.
The pitcher throws the ball.
In baseball the pitcher throws the ball.
Pitching is a way to throw, and pitcher implies baseball.
The pitcher pitching the ball is the same as pitcher throws the ball when it comes to game of baseball.