1. When he was in the living room, he started to watch TV.

2. Being in the living room, he started to watch TV.

3. In the living room, he started to watch TV.
(Are the three sentences the same? Can we use that way? If we delete 'Being,' we can get #3. Does #2 mean #3?)

All three of these work fine!