We had another rhyme that started differently but ended with the pancake.

Bonfire Night, the stars are bright
Three little angels dressed in white
One had whisky, one had rum,
And one had a pancake stuck to his bum!

It might have been fairies, not angels, and I'm not sure why a pancake would be available in November, but these rhymes don't have to make sense.