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No, they do not. The sense of taste is an example of a chemical sense.
Touch is actually not considered to be a chemical sense. Touch is actually considered to be a physical type sense.
Phosphorus is one of the chemical elements and therefore has no "chemical composition" in the usual sense.
chemical sense
Same reason the sense of sight isn't called the sense of light, or the sense of taste isn't called the sense of chemical.