text classification execute derived

{
  "input": {
    "body": {
      "brief": "Classify supplied text using supplied labels and definitions, with rationale, uncertainty, and an unknown category. Use only the supplied fictional example material and clearly identify missing evidence.",
      "audience": "Business operations manager",
      "source_text": "Fictional source document, section 1: Example Door Company provides residential entry door installation in Dallas. Consultations are available Monday through Friday. Section 2: The operations manager owns consultation scheduling; the installation crew confirms measurements before a final quote. Section 3: The next meeting will review appointment delays; current delay rates and a final project budget have not been supplied. Action: the operations manager will bring scheduling notes to the meeting."
    },
    "type": "http",
    "method": "POST",
    "bodyType": "json"
  },
  "output": {
    "type": "json",
    "example": {
      "task": "text_classification",
      "summary": "The source text describes a residential door installation company’s consultation and installation operations, highlighting scheduling responsibilities and measurement confirmation. Key operational met",
      "artifact": "Illustrative excerpt from a synthetic provider check:\n## Classification of Source Text\n\n### Classification\n- **Category:** Residential Door Installation Service\n- **Subcategory:** Consultation and Installation Operations\n\n### Rationale\nThe source text describes a company that provides residential entry door installation services in Dallas, indicating the primary business activity. It details consultation scheduling managed by the operations manager and the installation crew's role in confirming measurements before final quotes, which relates to ope",
      "provenance": {
        "source": "buyer_supplied",
        "generated_at": "2026-09-22T14:42:34.252Z",
        "external_research_performed": false
      },
      "request_id": "example_text_classification",
      "assumptions": [
        "The company operates solely in residential entry door installation.",
        "Consultations are a critical step before installation and quoting."
      ],
      "evidence_gaps": [
        "Quantitative data on appointment delay rates.",
        "Final project budget details."
      ],
      "requires_human_review": true
    }
  }
}