The crumbling complex originally was scheduled to be demolished to make way for a shopping mall and a parking lot as part of the World Cup development plan.
But protests earlier this year forced the state government to halt those plans.
Officials now say they'll preserve the building and that it will house an indigenous cultural centre.
Protesters say they remained worried about the possible demolition of buildings in the complex, and for that reason again entered the area before being removed today.