The rule states a "legal forward pass that crosses the neutral zone." Further, a legal forward pass is behind or beyond the neutral zone where it crosses the sideline. There's no exceptions regarding out of bounds, and this was a legal forward pass. Thus, it shouldn't have been waived off if it was as you described.
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