So the only thing you need to know about entropy is that it's a real-valued number you can associate with a probability distribution? And that's it? I disagree. There are several numbers that can be associated with probability distribution, and entropy is an especially useful one, but to understand why entropy is useful, or why you'd use that function instead of a different one, you'd need to know a few more things than just what you've written here.