For a span p and a state s, we denote the associated top hypothesis as where V is the score of a hypothesis (defined in (1) below).
similarly, we denote the top state for p as for each span p, we have a top hypothesis p.s.T , whose score is the highest among all the hypotheses for span p. Hypotheses are started and grown by means of labeling actions.