On July 19, 1952, Palomar Observatory was undertaking a photographic survey of the night sky. Part of the project was to take multiple images of the same region of sky, to help identify things such as asteroids. At around 8:52 that evening a photographic plate captured the light of three stars clustered together. At a magnitude of 15, they were reasonably bright in the image. At 9:45 pm the same region of sky was captured again, but this time the three stars were nowhere to be seen. In less than an hour they had completely vanished.
The possible reasons are all pretty bland; gravitational lensing, nebular refracting, or they weren't stars at all but rather asteroids (with a vector of motion in-line to that of the LoS of the observation).
It's not like these stars had ever been catalogued before the first plate, so its not like these objects were long-standing unchanging phenomena that suddenly disappeared. These are hour-long transients of which there have been hundreds recorded.