The main reason for connecting thermocouples, or thermopiles, in parallel is for mathematical averaging. Multiple thermocouples terminated together, placed at different points of interest in an environment to be measured will give an approximation of the average temperature in that environment. This might be useful in a large volume like a water tank or a large room. The one consideration that is made that introduces error is lead resistance differential between each thermocouple.