Next Question: Test for natural language inference.
Premise: "Vendor serving a couple of customers at an outdoor hotdog stand at dusk."
Hypothesis: "A hot dog vendor is open on a busy downtown street."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell
My Answer: Let's think. The hotdog stand being outside does not mean it has to be on a busy downtown street. The answer is it is not possible to tell.

Next Question: Premise: "Three surfers are walking on the beach."
Based on this premise, can we conclude that the hypothesis "They are about to go into the water." is true?
Options:
- yes
- it is not possible to tell
- no
My Answer: Let's think. Not all surfers walking on the beach are about to go into the water. The answer is it is not possible to tell.

Next Question: Given the sentence "A large group of children performing on a stage in front of an audience." can we conclude that "A school play is taking place."?
Options:
- yes
- it is not possible to tell
- no
My Answer: Let's think. Children performing on a stage are not necessarily taking part in a school play. The answer is it is not possible to tell.

Next Question: Test for natural language inference.
Premise: "Two females are embracing each other."
Hypothesis: "A woman and her girlfriend are hugging eachother."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell
My Answer:
Let's think. A woman can embrace another woman without it being her girlfriend. The answer is it is not possible to tell.