Standing pilot furnace light pilot release button on gas valve shut off don't stay lite

Replace thermocouple

Yep a thermocouple would be my recommendation also but make sure the pilot flame is strong enough to activate the thermocouple to start with. This is the time of year when we find many pilot orifices restricted by dirt or spider webs after sitting all summer without being used.