Water with no or close to no minerals is sold as Reverse Osmosis or Distilled water.
This does not mean the pH will be 7.0.
Just means there is nothing in the water to alter or conversely to stabilize the pH.
Anything that gets into the water (like CO2 from the air) can affect the pH.