Evaluating the quality of textual data analysis often hinges on measuring its precision. Precision, in this context, highlights the extent to which the output accurately reflects the genuine content of the text. Ensuring high precision is crucial for creating valid insights from textual data, as errors can significantly affect the soundness of conc