Why do people continue to get sick with the common cold even after multiple bouts with this disease?

The first explanation is entirely correct however this is another way to look at your question:

The common cold is somewhat of an umbrella statement that has many different types of viruses, all with the associated symptoms, within it. Many of these are not yet identified however the most common virus that causes the common cold is Rhinovirus.

The answers is gonna be 20