A subtle but important clarification: the term "entry node" refers to the first node in a circuit. Your Tor client, which listens on localhost, is not an "entry node"; it is not one of the three Tor routers in the circuit. However, your Tor client does represent the endpoint of the circuit, and the connection between your client and the first node in the circuit is encrypted.
I meant like this: