Comment by Sharlin

That’s a rather interesting interpretation. Why would a ship name prefix stand for a verb phrase rather than something that describes the vessel? To be honest the exact meaning was TIL for me too, I always assumed the obvious "Steam Ship", similarly to other common prefixes like "MS" for "Motor [ICE] Ship" or "SY" for "Sailing Yacht".