Yes, catalyst identity can change during a reaction due to factors like deactivation, poisoning, sintering, or leaching. Such changes may affect the catalyst's performance. Continuous monitoring and characterization are essential to ensure the catalyst maintains its intended identity and functionality throughout the reaction process.