A group of African Americans getting ready to eat.
A few people are eating burgers and fries at a birthday party.
The African Americans may not be eating burgers and fries, and also may not be at a birthday party.
Not the menu must be burgers and fries and the occasion is birthday party.
You can not infer it's a birthday party.