擦肩而过 is formed by combining the character 擦 meaning "to brush against", 肩 meaning "shoulder", the grammatical particle 而 indicating a sequential connection, and 过 meaning "to pass", resulting in a literal description of brushing past someone's shoulder and then moving onward, which structurally conveys a brief, passing encounter.