The word 无影无踪 is formed by combining two parallel phrases: 无影 (without shadow) and 无踪 (without trace). Each phrase uses the negating character 无 followed by a noun (影 for shadow, 踪 for trace), and their juxtaposition reinforces the meaning of complete disappearance or absence.