I don't know is enough, but B wanted to explain that he/she didn't know probably because he/she was not in a position to know. No one had told him/her about the situation. As Pieanne puts it, there is an underlying tone suggesting that maybe someone else would be able to answer the question in a more satisfactory way. Sometimes this phrasing is used to remain aloof from the whole