SELECT p.name, c.code, c.description FROM patients p JOIN encounters e ON e.patient_id = p.id JOIN conditions c ON c.encounter_id = e.id WHERE c.system = 'ICD-10' AND e.date >= '2025-01-01' LIMIT 25;
MATCH (p:Patient)-[:HAS_ENCOUNTER]->(e) -[:DIAGNOSED_WITH]->(c:Condition) WHERE c.system = 'ICD-10' AND e.date >= '2025-01-01' RETURN p.name, c.code, c.description LIMIT 25
Same data. Same transaction. Two languages.
Scanning data sources and discovering entities
Analyzing relationships and patterns
Validating against ontology rules
Coordinating agent pipeline
Generating knowledge graph summary