Evaluating the robustness of textual data analysis often hinges on quantifying its precision. Precision, in this context, refers to the level to which the output faithfully reflects the genuine content of the text. Ensuring high precision is fundamental for creating valid insights from textual data, as deviations can materially impact the validity