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The statement is true that a sampling distribution is a probability distribution for a statistic.
This question is unanswerable. How can a "statement of truth" be made which "is not true". Truth does not change. It cannot be that something was true when it was said and later it became untrue.
Lots of statements about animals are true.
The statement is a corollary.
A conditional statement may or may not be true.