Q: Premise: "Biker in muddy orange shirt riding blue racing bike."
Hypothesis: "The rider gets splashed with mud as he races toward the finish line."
Do we know that the hypothesis entailed by the premise?
A: The biker wearing a muddy orange shirt does not imply he was splashed with mud or he races.
The answer is it is not possible to tell.

QUESTION: Premise: "A young blond asian woman wearing a black jacket standing in front of several other young asians at an outdoor gathering."
Hypothesis: "The woman is married."
Do we know that the hypothesis entailed by the premise?

Let's solve it slowly: A young blond Asian woman wearing a black jacket standing in front of several other young Asians at an outdoor gathering does not indicate that she is married.
The answer is it is not possible to tell.

[QUESTION] Can we conclude from "A young blond woman and older brunet woman walking down a street talking and observing." that "The women are best friends."?
Options:
- yes
- no
- it is not possible to tell
A blond woman and older brunet woman walking down a street are not necessarily best friends.
The answer is it is not possible to tell.

Q: Given the sentence "People waiting in food line at a fair." can we conclude that "People waiting in line."?
Options:
- yes
- it is not possible to tell
- no
A: A food line is a type of line that people wait in.
The answer is yes.

QUESTION: Test for natural language inference.
Premise: "A girl in a blue shirt with a lunch box is walking."
Hypothesis: "A girl is walking."
Is the hypothesis entailed by the premise?
Options:
- yes
- no
- it is not possible to tell

Let's solve it slowly: What the girl is wearing and carrying does not change the fact that she is walking.
The answer is yes.

QUESTION: Premise: "Two young girls sitting on an all terrain vehicle."
Hypothesis: "Two old men use walkers to get down the hallway."
Do we know that the hypothesis entailed by the premise?

Let's solve it slowly:
Girls are not men. Walkers require walking so a person cannot be sitting simultaneously.
The answer is no.