From what I have read, the abstract factory pattern typically concerns itself with creating several objects which are all associated with the same family, and the factory me
In the given examples, BasePizzaCreator is an Abstract Factory, but IPizzaFactory is not any GoF design pattern (though it is sometimes referred to as a Simple Factory).
As to why Abstract Factory deals with product families while Factory Method deals with a single product: that's simply how the GoF defined them. The GoF book mentions the most common way to implement an Abstract Factory is with multiple Factory Methods; but I've not seen that in practice. From a client's perspective, Abstract Factory may be preferable because clients invoke it through composition/delegation, as opposed to Factory Method which requires clients to inherit that method.
Finally, note that "Abstract Factory vs. Factory Method" is the second-most popular design patterns topic on Stack Overflow. Unfortunately, there is a lot of (highly-upvoted) misinformation posted as well, so when in doubt, always refer back to the book.