Original: Celtic Reconstructionists are not pan-Celtic in practice, but rather immerse themselves in a particular Celtic culture, such as Gaelic, Welsh or Gaulish.
Simplified: Celtic Reconstructionists base their religion on what we know of the Ancient Celtic people's religion, and also on Celtic folklore. They focus on a particular Celtic culture, such as the Gaelic Welsh or Gaulish.