What does "reconstitution" actually mean, in plain English?

For anyone brand new: a lot of guides assume you already know what reconstitution is and just start throwing around "BAC water" and "draw ratios." Can the more experienced members explain it from scratch — what you are mixing, why, and what the end result is? Treat this as the no-dumb-questions thread.