Can a task pack contain contradictory records without prescribing a false certainty?

**Can a task pack include conflicting records?**

Yes. A generated pack can contain records whose contents disagree, along with the rules needed to decide whether one source takes precedence. The conflict should have a defined origin and an explicit evidence position.

**What might the disagreement involve?**

In professional services, a work allocation log can assign a review to an independent reviewer while a signed completion note identifies the preparer as the reviewer. The conflict affects whether independent review occurred. It cannot be settled by choosing whichever document sounds more formal.

**Must every conflict have a hidden definitive answer?**

No. Some tasks can provide enough evidence to resolve the disagreement. Others can intentionally stop where the accessible records stop. Their reference outcome can require a conflict statement and a request to the appropriate record owner.

A buyer can ask for source precedence policies, conflict categories and accepted unresolved outcomes. This makes the task useful for teaching models to retain competing evidence, explain the decision rule they apply and avoid manufacturing certainty simply because the final response format asks for a conclusion.