NTC Thermistor Failure Over Time
Three possibilities come to mind:

It could be that the thermal epoxy has attacked the exterior potting of the thermistor. 

It could be that the thermal compound has a different coefficient of expansion than the thermistor leading to mechanical stress on the thermistor.

It could be that the exterior potting material on the thermistor is defective leading to moisture ingress.