In baseball, throwing it "around the horn" refers to the ritual that the defensive team performs after the pitcher strikes out a batter. After the third strike, the ball gets thrown from the catcher to the third baseman, then to the second baseman, then the shortstop, on to the first baseman, and finally back to the pitcher.

This is only done when no runners are on base.