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Let slip something
Accidental Revelation
Use when someone unintentionally reveals information they meant to keep secret. 
Subtle Nuance
It often implies the speaker immediately regrets the slip or tries to correct it. 
Unaware Disclosure
Sometimes used when the speaker doesn't immediately realize they've given away a secret. 