Inductor burning out in a GPS bias tee circuit
You should always use a current limiter (typically about 50 mA) to feed a bias tee for a GPS antenna. There are just too many ways to create a temporary short when connecting cables, etc.

It sounds like your antenna has a faulty cable or some other internal fault that causes intermittent shorts.