The GeoNet website recorded a 5.4 magnitude quake at 7.04pm yesterday, some 120km north of Te Araroa.
It was apparently followed two minutes later by a 4.7 magnitude quake striking 55km south-east of Taupo, felt as far away as Auckland and Wellington.
Another 3.3 magnitude quake was recorded 5km deep near Te Kaha at 7.22pm.
But last night's so-called quakes were quickly deleted from the site and GeoNet tweeted that a 6.0 earthquake in the Kermadecs had caused "ghost quakes".
The real quake hit just after 7pm around 100km south of Raoul Island, one of four islands in the Kermadecs. A 6.6 magnitude quake also hit there the previous night.
GeoNet seismologist Dr Bill Fry said the seismic waves from yesterday's Kermadecs would have been felt here.
"Kermadec is prone to earthquakes - it actually represents one of the biggest hazards to New Zealand," he said.