Maybe something rigged like a breaker bar around a strap that you can add lots of length for leverage?

Most likely it's kind of hung up on a burr... I remember regularly using one that was at a job and just more leverage was the answer.

Otherwise I don't have any great ideas as I doubt this is a lubricant scenario.