That statement is true
At that time, the earliest philosophers that were well known in europe (such as plato, epicurus, and socrates) resided in Athens. People from across the world know this and many of them decided to move to Athens in order to get a chance in reading the works of these philosophers. Overtime, Athens became the center of philosophy in Greece.