Code duplication, commonly known as code cloning, is a persistent challenge in software development. While reusing code fragments boosts productivity, excessive cloning poses challenges to maintenance and elevates the risk of bugs. Therefore, integrating code clone detection into the development process is crucial. The extensive code-related knowledge inherent in Large Language Models (LLMs) renders them high-potential candidates for addressing diverse software engineering challenges. However, the effectiveness of…