premise: A little girl and boy dressed in red eat cereal out of purple bowls. hypothesis: A brother and sister eat breakfast in the kitchen.
neutral: The boy and girl may not be brother and sister.  The fact they are eating cereal does not mean it is breakfast. They may be eating somewhere other than in the kitchen.