Residue in a cup of tea using household filter
Your tap water probably contains more minerals and your household filter does not remove them completely. (maybe your household filter is not working properly).
Bottled water use industrial food grade filtering techniques, they work better than home filters.
You could ask your city about the mineral content of your water, it should be
publicly available.