It does look like it is a weldless fitting. I'd do the PB Blaster spray a couple of times over a day or two, then break it loose and replace the fitting all together.
''Once, I thought I was wrong, but I was mistaken'' (Read that somewhere, just loved it. Sorry if I stole it...consider it a compliment)
''I don't allow work during drinking hours''