Evaluating the effectiveness of textual data analysis often hinges on quantifying its accuracy. Precision, in this context, refers to the level to which the output precisely reflects the true content of the text. Achieving high precision is fundamental for generating reliable insights from textual data, as inaccuracies can materially impact the sou