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Obdurate
Unwavering Stance
Used when someone will not change their decision or belief, regardless of the argument. 
Negative Connotation
Often implies a stubbornness that is not seen as positive or reasonable. 
Perseverance Aspect
Sometimes admired when it signifies a commitment to a noble cause. 