The Great Impostor (1960)

The Secret World of Og is a children’s adventure about 4 children who venture into an underground cavern beneath their playhouse to look for their lost baby brother. There, they discover a land of little green people who are enamored by the world above but won’t allow anyone to leave their cavern for fear they might “tell”.