The immobilizer is in the cluster. Key not found would tend to indicate that the key reader coil circuit is the issue. This is just behind the key barrel, and has 2 wires that then connect to the cluster.
The problem could be that the cluster board has some corrosion on it perhaps in the vacinity of the coil reader components.
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