Q: Given the sentence "A man in red shorts is sitting down against a building drinking a beverage." is it true that "The man has shorts on."?
A: Being in red shorts is the same as he has shorts on.
The answer is yes.

QUESTION: Given the sentence "A woman tilts her face upward and lifts her white gloved hand." is it true that "A woman lifts her hand."?

Let's solve it slowly: A white gloved hand is a hand that is covered with a white glove.
The answer is yes.

[QUESTION] Given the sentence "Man in black gloves pretends to punch a man dressed in red holding a drink." can we conclude that "Two males fighting in the water."?
Options:
- yes
- it is not possible to tell
- no
One cannot be fighting when he is just pretending to punch.
The answer is no.

Q: Premise: "A man and women walking talking a picture."
Based on this premise, can we conclude that the hypothesis "A picture of frida kahlo." is true?
Options:
- yes
- it is not possible to tell
- no
A: The picture does not have to be by Frida Kahlo. It could be a picture of or by anybody.
The answer is it is not possible to tell.

QUESTION: Test for natural language inference.
Premise: "A woman in a straw hat standing in front of a table covered in miscellaneous items."
Hypothesis: "The woman is selling the items."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell

Let's solve it slowly: Not all women in front of an item-laden table are selling items from the table.
The answer is it is not possible to tell.

QUESTION: If "Two dogs playing in water on the beach." does that mean that "There are dogs playing on the beach."?
Options:
- yes
- it is not possible to tell
- no

Let's solve it slowly:
It is likely they play in water if they are at the beach.
The answer is yes.