I finally managed to get a photo of the entire building. Information and closer shots on these posts.
The Empire Square, was built during WWII on a sandy beach to house the Portuguese World Exhibition between June and December 1940. It was the first major cultural event of the 'Estado Novo' (New State) dictatorship and marked Salazar's high-point of his ‘nationalist-imperialist’ propaganda.