Evaluating the quality of textual data analysis often hinges on determining its accuracy. Precision, in this context, highlights the extent to which the output faithfully reflects the genuine content of the text. Ensuring high precision is essential for producing valid insights from textual data, as inaccuracies can substantially influence the vali