Do you have a source for this? This sounds like a fishy story to me based on my understanding of medieval society:

1. Peasants are often called up for military duty as levies (conscripts), to supplement the knights and men-at-arms. Especially when there wasn't a standing army.

2. Authority wasn't so centralized -- these local matters would be the authority of local lords, not the king.