I believe the point is that the price of each individual good or service is a dimension. They all can move independently of one another, CPI is just an estimate

I believe the point is that the price of each individual good or service is a dimension. They all can move independently of one another, CPI is just an estimate of the total effect of inflation by using a weighted sample of particular items.