Car is overheating possibly due to thermostat staying closed. But heater blows cold possibly due to thermostat being stuck open. How can it be doing both

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Car is overheating possibly due to thermostat staying closed. But heater blows cold possibly due to thermostat being stuck open. How can it be doing both? Heater blows cold air. Temperature sensor is new. Fans works.