I did a little webbing during the movie, and it appears this movie is based on the Cottingly Fairies, which are partially detailed here. It was a cute movie, and a pretty good adaptation from the original story, as best as I understood it. The original story seems like it could be the basis for a great alternative history story from the perspective of the unrecanted girls.