Enter + object
Incorrect : We entered into the building.
Correct: We entered the building.
Note: Here "enter” means "come or go in or into". In this sense, no preposition is needed after it. But when "enter” means 'take part in', you need a preposition after it. For example:
He entered into a debate/conversation with us.