As luck would have it in these matters, Bakura was precisely in the wrong place at the wrong time when a rampaging horse came running down the street. And with the streets being narrow as they were and him being too polite to dash into a strangers' house, all he could do was bolt, trying to stay a head of the pissed off animal.