How reliable is blockchain?

Furthering the cause of transparency and establishing trust are the ideals expounded by enthusiasts of blockchain technology. But the information stored in blockchain is only as good as it is true. So, what happens if people put false and inaccurate data into the blockchain? And if that happens, can the negative impact be limited?