The phrase "bare fact" typically refers to information that is stark and unadorned, devoid of any embellishments, opinions, or interpretations. Its antonym would be a term that highlights the opposite meaning, such as "elaborate interpretation" or "nuanced analysis." Instead of presenting a simple and straightforward description of a situation or event, an elaborate interpretation would add layers of complexity, context, and perspective, offering a more complete understanding of the subject matter. Similarly, a nuanced analysis would highlight the subtle shades of meaning, the exceptions, and the implications of the bare facts, providing a more sophisticated and informed view.