Calibration validates everything measured with that equipment
A temperature monitoring log shows what readings were taken. A calibration log shows whether those readings were accurate. If a probe is found to be reading 2°C low, every reading it produced needs to be reassessed. The calibration record is what defines the scope of the problem. Without it, the scope is unknown.