The Spiderwick chronicles

Brothers Simon and Jared Grace move, with their mother and sister Mallory, into the Spiderwick Estate, the former home of their great uncle Arthur Spiderwick who mysteriously disappeared long ago, and discover a world filled with elves, goblins, dwarves, trolls, and other fascinating creatures.