premise: A young child in a yellow jacket, pink boots and a scarf walks away through an icy winter puddle, accompanied by her dog. hypothesis: A young child in a yellow jacket, pink boots and a scarf with her dog outside.
entailment: IF she walks through an icy winter puddle, that would be outside. With her dog is another way to say accompanied by her dog.