The Caspian sea does not have connection to the World Ocean, so it is not real sea (like Black sea, that ultimately connected to the Atlantic ocean via the Mediterranen sea)
You could call the Caspian Sea an inland sea. It's also technically the world's largest lake, which is why Lake Superior is called the world's largest freshwater lake.