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SIE.2:8 - Common Anti-Patterns and How to Avoid Them
| Anti-pattern | Repair |
| Data dictionary by column name | Add source-local definition, scope, edition, units/codes, examples, and authority. |
| Standards title as implementation evidence | Inspect the actual profile, export, extension, occurrence, and conformance evidence. |
| “Same ID format means same object.” | Record scheme, issuer, grain, interval, and identified-entity claim; use SIE.5 for cross-source identity. |
| Provenance equals truth | Keep derivation and source authority separate from domain truth and receiving acceptance. |
| Read every source | Start from the contract and add only action-changing premises. |
| Patch a model gap in code | Return the missing semantic-model result before relying on the rule. |