My understanding is that the difference in terms goes back to the Norman invasion, which is when a ton of French-based terms for things were carried over.
The peasants referred to everything as the name of the animal but the French nobles referred to it as porc, boeuf, etc. This is also where we got the words for venison, mutton, veal, poultry, and also apparently pheasant