Piercing enchantments of 5 and above do not go through entities.

Steps to reproduce:
1. execute the command "/give @p minecraft:crossbow{Enchantments:[

{id:"piercing",lvl:5}

]} 1"
2. Fire the crossbow at a mob, preferably one in a straight line with another so you can see if the arrow goes through.