E.11.PUA:6 - Bias-Annotation

• Recognition-only bias. A matching title or trigger word is treated as use. Repair by inspecting the full direct pattern and naming the result or blocker its Solution can actually support.
• Record-as-result bias. A candidate form, trace, note, dashboard, or assessment record replaces the subject result. Restore the exact entity or relation occurrence and, when needed, the direct pattern and category-correct basis that make it this use’s result.
• Plan-as-work bias. Intended work or a generated plan is reported as performed work. For every precise performer, recover A.13 first and let A.15.1 independently ground the dated occurrence; add F.6 only for a current exact assignment-bound attribution.
• Flow-collapse bias. A selection result, selected-pattern result, and downstream-work result are merged because each is called “result”. Restore the distinct results and the basis for each; name an E.18 crossing only when that crossing is current.
• Maximum-trace bias. Every use emits every schema. Return to the named reliance and materialize only distinctions it will use.