What information is revealed in Chapter 5 about the narrator's mother and her interactions with the Memory Police?

During the Inuis' covert visit to the narrator's house in Chapter 5, the Inuis show the narrator the letter Professor Inui received from the Memory Police. During the tense discussion of what this means, it is revealed that the narrator's mother had received a similar letter before she was taken away by the Memory Police.