Batman: The Animated Series

The Forgotten (1x23)

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While investigating the disappearances of Gotham's homeless in an undercover disguise, Bruce Wayne is kidnapped. Imprisoned in a chain gang mining camp and suffering from amnesia, will he be able to escape and free the rest of the prisoners?