The story
Habitational surname from a lost place in Yorkshire, perhaps from the Norman personal name Gislebert, which is composed of the Proto-Germanic elements *gisil (“hostage, pledge”) and *berhtaz (“bright, famous”), + thorpe.
Etymology from Wiktionary, CC BY-SA 4.0.