The previous place I lived in had very hard water, and I found that running the water through both a coffee filter and then a Brita charcoal filter worked rather well to soften the water and improve the quality of the rice I was cooking.
I would be amazed if rice grown by Japanese immigrants like Koda or Tamkai couldn't reach the level and it really was the land that made the difference.
Nishiki uses an offshoot of Calrose rice, which is okay but popular Japanese rice is often Koshihikari or Yumipurika: https://en.wikipedia.org/wiki/Nishiki_rice (do click the link for SICK web art on a random wikipedia page)
If you can find some https://umamimart.com/products/tamaki-haiga-rice is one of my favs.
Or as someone commented below the rice from The Rice Factory is solid if you are looking for a treat: https://trf-ny.com/collections/rice
I currently have 3 varieties from TRF in my cupboard :D
That's aside from whatever harder-to-measure taste differences it might have, but it makes a big difference by itself.
The only experiment I have found that attempts to measure this is by Kenji with pizza. In his test, the water did not matter.
https://www.seriouseats.com/does-nyc-water-make-a-difference...