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Selected:Golden PathOntology Design PatternsARID (Active Reviews for Intermediate Designs)Competency Questions
| Criterion |  Engineering Golden Path |  Knowledge Modeling Ontology Design Patterns |  Architecture ARID (Active Reviews for Intermediate Designs) |  Knowledge Modeling Competency Questions |
|---|---|---|---|---|
Purposedifferent | When teams need a reliable default path for frequent use, sprawl quickly emerges without any guiding logic. Golden Path bundles the preferred path so good practice becomes easy and deviation becomes deliberate. | Ontology Design Patterns provide reusable building blocks for recurring modeling problems. The method brings structure to the search for clean concepts, relationships, and roles. | ARID examines how well developers can work with a technical design. It focuses on a part of the system that can still be revised, between the architecture overview and the detailed specification. | 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. |
Complexitysame | Medium | Medium | Medium | Medium |
Timedifferent | 1-3 Tage Setup, laufend | 1-3 h pro Pattern | 2–4 h review as a planning range; preparation and evaluation additional | 2-4 h |
Participantsdifferent | 2-8 | 1-6 | Designers, developers as users, and facilitation | 2-8 |
Formatsame | Workshop + async | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Golden Path Guide, Templates, Quality Checks | Selected Patterns, Adapted Schema Fragments, Pattern Documentation | Prioritized development tasks, Jointly produced code or pseudocode, Observed difficulties and open design questions, Proposed design revisions | Competency Question Set, Required Concepts, Test Queries, Coverage Matrix |
Tagsno overlap | EngineeringProductivityGovernance | OntologyPatternsReuseSemanticModeling | ArchitectureEngineeringFeedbackValidationTasks | OntologyKnowledge graphScopeRequirementsSemantic |