Despite the overwhelming evidence to the contrary, many people still stubbornly cling to the belief _____ the Earth is flat.
Correct: B
The correct answer is 'that'. The word 'belief' requires 'that' to introduce the subordinate clause explaining the content of the belief. Other options do not correctly introduce the clause.