How do I control which pages get displayed on Google results page?

No, you don’t have any control over this. It’s entirely up to the search engine.
Those links are called SERP sitelinks and if they show up at all and what pages get selected is based on the search phrase the user typed in, not the importance of the site.

Have a look at this post: