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SIE.4:8 - Common Anti-Patterns and How to Avoid Them
| Anti-pattern | Repair |
| Same label, therefore same meaning | Recover endpoint senses and test counterexamples. |
| Matcher score as truth | Treat the score as candidate evidence; obtain a relation warrant and use decision. |
Every relation is sameAs | Distinguish identity, equivalence, broader/narrower, related, concerns, transforms-to, difference, and incompatibility. |
| One global crosswalk | Qualify rows by use, source editions, loss, and forbidden reuse. |
| Symmetric spreadsheet mapping | State orientation and test whether the inverse is supported. |
| Delete failed rows | Retain rejected, unresolved, and incompatible dispositions for receiver and validation behavior. |