Evaluating the robustness of textual data analysis often hinges on measuring its accuracy. Precision, in this context, highlights the extent to which the analysis faithfully reflects the true content of the text. Ensuring high precision is fundamental for creating valid insights from textual data, as errors can significantly influence the authentic