Purge solenoid as in the fuel vapor solenoid? That would not have anything to do with a O2 sensor/Cat converter intermittent error code. Separate systems. Likely the O2 sensor is dying as they are a wear item, especially after that mileage. I understand it has been happening for a year, but it can happen that it only gets out of range infrequently IMO.
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