Evaluating the robustness of textual data analysis often hinges on quantifying its exactness. Precision, in this context, highlights the degree to which the results faithfully reflects the true content of the text. Obtaining high precision is fundamental for generating valid insights from textual data, as errors can materially affect the soundness