Evaluating the quality of textual data analysis often hinges on quantifying its accuracy. Precision, in this context, refers to the degree to which the output precisely reflects the genuine content of the text. Obtaining high precision is fundamental for creating valid insights from textual data, as inaccuracies can significantly influence the soun