And a good rule of thumb is the ROM name will likely be the most simplest of the names.
For instance, The Simpsons is simply "simpsons.zip" - Teenage Mutant Ninja Turtles is "tmnt.zip"
When you see things like simpsons4pu, tmnt4a etc, you're not dealing with the base ROM.