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| Criterion |  Knowledge Modeling Competency Questions |  Knowledge Modeling Ontology Design Patterns |  Product Discovery Test Card |  Product Discovery Learning Card |
|---|---|---|---|---|
Purposedifferent | Competency Questions translate a domain model into concrete questions that it must be able to answer. The method keeps the model's scope clean and prevents pretty but useless structures. | Ontology Design Patterns provide reusable building blocks for recurring modeling problems. The method brings structure to the search for clean concepts, relationships, and roles. | The Test Card turns a critical assumption into a testable claim and specifies in advance which result counts as success. | The Learning Card connects traceable test results to a reasoned next action while keeping the limits of the insight visible. |
Complexitydifferent | Medium | Medium | Low | Low |
Timedifferent | 2-4 h | 1-3 h pro Pattern | 20-35 min | 25-40 min |
Participantsdifferent | 2-8 | 1-6 | 1-5 | 1-5 |
Formatsame | Workshop + async | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Competency Question Set, Required Concepts, Test Queries, Coverage Matrix | Selected Patterns, Adapted Schema Fragments, Pattern Documentation | Test Card with a pre-set threshold | Learning Card with evidence and next action |
Tagsno overlap | OntologyKnowledge graphScopeRequirementsSemantic | OntologyPatternsReuseSemanticModeling | ExperimentsValidationDiscoveryHypothesis | ExperimentsValidationDiscoveryLearning |