The story
By surface analysis, an appellativization from Pentacerotid(ae) minus -ae (a pattern that recurs with many -idae names); the roots (meaning "five horns") are explained at Pentacerotid(ae). By surface analysis, ending in suffix -id.
Etymology from Wiktionary, CC BY-SA 4.0.