That's fine for a rusty piece of iron.
The problem is if you do this to a gun, you will remove the bluing
along with the rust. Do NOT use the procedure above with guns.
Rub gently with 0000 (4 zero) steel wool and lots of oil. That will take off whatever's coming off without refinishing.