Evaluating the quality of textual data analysis often hinges on measuring its exactness. Precision, in this context, refers to the degree to which the output accurately reflects the genuine content of the text. Ensuring high precision is crucial for producing reliable insights from textual data, as deviations can materially influence the validity o