If you need to construct a Design Response Spectrum according to ASCE 7, and site specific ground motion procedures are not used, that is where T comes into play.
CORRECTION AND CLARIFICATION: replace "are not used" with are required to be used.
Teitlistguy is right about T being dependent only on the structure's physical characteristics and not on what it is founded on. However, when the Site Class becomes F, and the soils are vulnerable to say liquifaction, sensitive clay responses, then, except when T is less than 0.5sec, site specific ground motion procedures are required. Ref: ASCE 7 - Ch. 11, 20, 21
Looks like pelolo was having a situation like this but the reason for calculating T is to see whether it is in fact less than 0.5 sec. Whether site specific ground motion procedures are required or not flows from that.
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