The relentless flood of data has given rise to a pressing concern: the widespread issue of misinformation. In an era where being well-informed is vital, the consequences of inaccurate information can be dire and wide-spread, impacting not only individuals but entire societies. The critical need for reliable, accurate, and high-quality information is more pronounced than ever, and the risk of being misled by this information has reached unprecedented...