premise: A soldier walks with two women and an older man down a street that is strewn with fall leaves. hypothesis: A soldier escorts the president and his daughters across a street.
neutral: Just because the soldier is walking with the two women, doesn't mean that they are his daughters and the old man is not necessarily the president. Down the street does not imply across the street.