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Yes, taxi time is considered as pilot hours because even though the airplane is not flying actions by the pilot are required. Basically, the US rule is in FAR 61.51
(e) Logging pilot-in-command flight time.
(1) A sport, recreational, private, commercial, or airline transport
pilot may ...