knowledge-graph-query

Knowledge Graph Query

Query SEA-Forge™'s Knowledge Graph using SPARQL to discover concepts, validate semantic references, and explore ontology relationships.

For reference: DomainForge Handbook | SDS-003: Knowledge Graph Service

When to Use This Skill

1. Validate ConceptId: Check if sea:BoundedContext exists
2. Find Related Concepts: What concepts link to sea:Deployment?
3. Discover Patterns: What artifacts are in stage "IntellectualCapital"?
4. Ontology Exploration: Browse available concepts
5. Semantic Anchoring: Link artifacts to Knowledge Graph

Quick Reference

Basic Queries

# Find all concepts in SEA ontology
PREFIX sea: <http://sea-forge.org/ontology#>

SELECT ?concept ?label
WHERE {
  ?concept a sea:Concept ;
           rdfs:label ?label .
}

Validate ConceptId

PREFIX sea: <http://sea-forge.org/ontology#>

ASK {
  sea:BoundedContext a sea:Concept .
}
# Returns: true if exists

Find Related Concepts

PREFIX sea: <http://sea-forge.org/ontology#>

SELECT ?related ?relationship
WHERE {
  sea:Deployment ?relationship ?related .
}

Common Query Patterns

1. List All Bounded Contexts

PREFIX sea: <http://sea-forge.org/ontology#>

SELECT ?context ?description
WHERE {
  ?context a sea:BoundedContext ;
           sea:description ?description .
}

2. Find Artifacts by Stage

PREFIX sea: <http://sea-forge.org/ontology#>

SELECT ?artifact ?title ?stage
WHERE {
  ?artifact a sea:Artifact ;
            sea:title ?title ;
            sea:stage ?stage .
  FILTER(?stage = "IntellectualCapital")
}

3. Discover Concept Hierarchy

PREFIX sea: <http://sea-forge.org/ontology#>
PREFIX rdfs: <http://www.w3.org/2000/01/rdf-schema#>

SELECT ?subclass ?superclass
WHERE {
  ?subclass rdfs:subClassOf ?superclass .
}

Integration with SEA-Forge™

CADSL Semantic Anchoring

Validate semantic refs before generating artifacts:

# Check if conceptId exists
query = """
ASK {
  sea:QualityGate a sea:Concept .
}
"""
exists = kg_service.query(query)

if exists:
    # Safe to use in artifact
    artifact["semanticRefs"] = ["sea:QualityGate"]

Case Management Enrichment

Link cases to domain concepts:

SELECT ?case ?concept ?relationship
WHERE {
  ?case a sea:Case ;
        sea:relatedTo ?concept .
  ?concept a sea:Concept .
}

References

• DomainForge Handbook
• Knowledge Graph Service
• SPARQL Cookbook