I'd only need, say, a thousand transition events in observed state dwelltime series data...the more events, the more hidden states and transitions I can find, if justified by the data. Only the state labels, one per time epoch, are needed. No description of the observations or system is necessary. The timeseries do not all need to be contiguous.