The King Arthur's Knights is a special encounter in Fallout 2. It's a small place where King Arthur is surrounded by Brotherhood of Steel servants and men in T-51b power armor.
They will ask if the Chosen One saw the Holy Hand Grenade. They are not hostile by default, but can be attacked.
The encounter with King Arthur's Knights is a reference to Monty Python and the Holy Grail.