Definitely not. 'The Bear' is purely fictional. It's designed to engage and entertain viewers through its made-up scenarios and characters rather than being rooted in actual events.
Most likely, 'Bear' isn't based on a true story. Usually, such works are the product of an author's imagination and creative writing skills, rather than being drawn from real-life events.