'It is the oil' sounds reeeeally weird to me. I guess one could say that if it is offered as an answer to some mystery: 'Elementary, my dear Watson. It is the oil.'
Or maybe if the sentence is referring to some really special oil one could say that 'It is THE oil', but otherwise it sounds like something Bruce Lee would have said to his padawans: 'It is the oil. Be the water.'