Tdtc presents a range of unique challenges in the domain of textual data. Extracting meaningful knowledge from unstructured text requires sophisticated methods. {Moreover,this transformations often involve managing issues such as inconsistency in the data. A reliable tdtc process is crucial for a variety of domains, including natural language under