If you are confused by the fact that some people are saying it is correct, while others want you to add "had," It is because many native English speakers don't get instruction in correct grammar usage at school anymore. In the U.S., where I am, most people use incorrect sentence construction, and most would not know the term "past perfect" unless they are very interested in language or went to a very rigorous school. It is correct to write, "We went out for a walk after we had had our dinner," although this is definitely changing when people are talking informally. In another 50 years, this rule will probably be forgotten. :(