It's posssible that the composer wasn't writing about a certain historic person. It may be that he chose 'Edward' as a name that sounds vaguely royal. It may be that the the average person of the time didn't have enough education to name the real Edwards and when they had lived.

This would be similar to songs that use the name of a certain town because it happens to rhyme, rather than because that particular town is important historically.