research-document
Knowledge Artifact Taxonomy
Knowledge Artifact Taxonomy
Status: Working draft
Framework
Purpose: Guide structured reasoning.
Produces: A reusable reasoning structure.
Common failure mode: Confused with a methodology, checklist, or notation.
Model
Purpose: Represent some aspect of reality.
Produces: An abstraction.
Failure mode: Mistaking the model for reality.
Methodology
Purpose: Describe how work is performed.
Produces: Repeatable practice.
Failure mode: Dogmatism or ritualized use.
Process
Purpose: Sequence work.
Produces: Flow.
Failure mode: Optimizing compliance over outcomes.
Taxonomy
Purpose: Organize things into categories.
Produces: Classification.
Failure mode: Inferring relationships not actually present.
Ontology
Purpose: Define concepts and relationships.
Produces: Semantic structure.
Failure mode: Over-specification.
Standard
Purpose: Establish consistency or conformance.
Produces: Rules or requirements.
Failure mode: Stifling judgment or innovation.
Notation
Purpose: Represent information.
Produces: Syntax.
Failure mode: Confusing representation with meaning.
Pattern
Purpose: Capture recurring successful solutions.
Produces: Reusable guidance.
Failure mode: Cargo cult application.
Reference Architecture
Purpose: Provide reusable structural guidance.
Produces: Architecture model.
Failure mode: Overgeneralization.
Tool
Purpose: Perform or assist work.
Produces: Execution support.
Failure mode: Tool mistaken for the method.