Semiconductor manufacturing involves complex multistage processes in which product yield is influenced by intricate interactions among machines, materials, recipes, process durations, queue times, and wafer characteristics, such as warpage. Traditional yield analysis methods typically examine these factors in isolation, overlooking their combined effects. To address this limitation, we propose a novel framework based on Transition System (TS) modeling that jointly analyzes high-dimensional proce