As found at Deadspin, the scenario is perfect: full count, bases loaded, bottom of the ninth. The last part doesn't matter a whole lot, but the first two ingredients mean that all three baserunners can start running as soon as the pitcher goes into his motion.
Or, you know, the guy from third base can go even sooner.
Here's the video. Thankfully nobody got hurt.