River Phase 1: Ontology Ingest (479 HTS codes)

{
  "cost": {
    "input_tokens": 25,
    "estimated_usd": 0.004395,
    "output_tokens": 288
  },
  "model": "claude-sonnet-4-20250514",
  "status": "success",
  "transport": "anthropic_api",
  "latency_ms": 8858,
  "response_text": "I understand you're working on River Phase 1 involving the ingestion of 479 HTS (Harmonized Tariff Schedule) codes into an ontology system. This sounds like a data integration project for trade classification.\n\nTo help you effectively, I'd like to understand more about your specific needs:\n\n**Current Status Questions:**\n- What format are the 479 HTS codes currently in? (CSV, XML, database, etc.)\n- Do you need help with the ontology structure design or the data ingestion process?\n- Are you working with a specific ontology framework (OWL, RDF, etc.)?\n\n**Technical Requirements:**\n- What ontology management system are you using? (Protégé, Apache Jena, etc.)\n- Do you need to map relationships between HTS codes or just ingest them as entities?\n- Are there specific properties/attributes for each HTS code you need to capture?\n\n**Deliverables Needed:**\n- Data transformation scripts?\n- Ontology schema definition?\n- Validation of the ingested data?\n- Documentation of the process?\n\nCould you share more details about where you are in the process and what specific assistance you need? This will help me provide the most relevant support for your River Phase 1 ontology ingest project."
}