Is bell witch based on a true story?

Do you mean The Blair Witch Project? No, it's a pure work of fiction. Some of it's inspiration may have come from old American folk tales of paranormal events that took place in the 19th Century (most of which were probably either made up completely or else grossly exaggerated, and in any case could never be proved), but it's not based on a real story, no.