Premise: A man and a woman are posing while shaking hands.

Hypothesis: A man and woman are posing while touching eachother.
yes

Premise: An upset woman with her makeup streaming down her face from her tears.

Hypothesis: A women is crying because of a recent breakup.
it is not possible to tell

Premise: People going under a gazebo as the walk to the beach one is holding a surfboard.

Hypothesis: The two people are a couple.
it is not possible to tell

Premise: Fishermen repairing their fish nets.

Hypothesis: Fisherman throwing their fish nets onto boats.
no