The obvious use of the fine-tuned model is to support reaction data import to ORD with proper expert validation of the LLMgenerated output. For example, as a postprocessing tool to convert unstructured ELN reports to structured data, or a reviewing/proofreading tool to expose as structured data what would otherwise be unsearchable, such as the procedure details buried in supplementary materials of a journal article. Tools presented in this study should contribute to answering the call for standardization in reaction informatics. As aligning reaction text with molecular representation has been demonstrated to be helpful in prediction tasks, the tool developed in this study could also serve as an auxiliary to inform reaction predictive models.