Premise: "A person walking by a dilapidated brick building."
Hypothesis: "A person passes a building."
Do we know that the hypothesis entailed by the premise? Stream of thoughts:
Walking by is another way to say passes. Dilapidated brick describes the building.
Therefore, the answer is yes.