Evaluating the quality of textual data analysis often hinges on measuring its precision. Precision, in this context, indicates the degree to which the output faithfully reflects the actual content of the text. Ensuring high precision is fundamental for creating trustworthy insights from textual data, as inaccuracies can substantially impact the aut