Pre-Socratic wise men were known as sophists

That statement is incorrect. Pre-Socratic wise men were actually known as philosophers, not sophists. Sophists were a later group of teachers who focused on rhetoric and persuasion. While they were known for their rhetorical skills, sophists were often criticized by philosophers for valuing persuasion over truth and knowledge.