The increase in the money supply is what causes inflation, not the prices of certain commodities like oil or wheat going up compared to everything else. Even if the price of a specific item goes up, but the money supply stays stable, then the individual will just buy less of that specific item, not everything else, causing the overall price level to remain stable as well.