Q: "The sun sets on a commercial city street that is being lit by the glows emanating from the shops." Does this mean that "The sun is setting in New York City."?
A: it is not possible to tell

Q: "A white and brown dog is playing tug-of-war." Does this mean that "Two dogs are playing."?
A: yes

Q: "Children walking hand in hand while participating in a festive and costumed town event." Does this mean that "Children walk together at an event."?
A: yes

Q: "The snow is packed down tightly near the parking lot." Does this mean that "There is no snow present"?
A:
no