QUESTION: Given the sentence "Two dogs are running down a dirt path in a grassy field." is it true that "Two dogs are in a field."?

SOLUTION: Let's solve this gradually. Two dogs in a field refers to two dogs running down a dirt path in a grassy field.
Answer is yes.


QUESTION: Test for natural language inference.
Premise: "Two dogs run and play together on a narrow dirt path in the middle of a field."
Hypothesis: "Two animals are playing in the dirt in a field."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell

SOLUTION: Let's solve this gradually. Two dogs are animals as part of the total description of them playing together in (narrow) dirt (path) in (middle) a field.
Answer is yes.


QUESTION: Given the sentence "A german shepherd is showing its teeth as it growls at another german shepherd." is it true that "Two dogs are about to fight."?

SOLUTION: Let's solve this gradually. Two dogs showing their teeth doesn't imply that they're about to fight.
Answer is it is not possible to tell.


QUESTION: Test for natural language inference.
Premise: "Two black and brown dobermans running in a field playing ball."
Hypothesis: "The dogs owner thought that his dobermans needed some exercise."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell

SOLUTION:
Let's solve this gradually. Dogs in a field would not necessarily be with their owner. Not all dogs are in need of exercise.
Answer is it is not possible to tell.