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Unfortunately previous gererations of collectors did not have crystal balls and many simply cut the Stamp and postmark off the envelope.
Very true. On piece is still more desirable than just the stamp by itself. Some stamps (high value stamps) were used more predominantly on packages than on covers, and so are most likely to be found on piece.