Premise: People sit in a crowded stadium watching some sort of event- there is a woman with red-hair in the foreground and in the bottom left corner two people stare directly at the picture taker.

Hypothesis: People are sitting in a crowded football stadium
it is not possible to tell

Premise: A black dog in the water

Hypothesis: A dog is flying.
no

Premise: A woman in a green tank top puts a horseshoe on a horse.

Hypothesis: A woman is helping a horse.
yes

Premise: A chinese man wearing a traditional Chinese rice hat carries a balanced load across his shoulder with the use of a long stick.

Hypothesis: A Chinese man is carrying fish for his family.
it is not possible to tell