The recipe of “Greek Fire” which kept the Ottomans out of Constantinople for centuries, is still not known.
While you are correct, a combination of crude oil (found in surface ponds in the area) and phospherous fits the bill. Boil in a brass kettle until pressurized, pop the cork, and ignite the vapors.
Better yet, have a galley slave do that last part.