{
  "node_id": "db-2002",
  "brand": "De Bethune",
  "founded": 2002,
  "sector": "Horlogerie Indépendante Niche",
  "integrity_score": 82,
  "score_scale": 100,
  "rated_by": "2A Agency",
  "rating_label": "2A Agency Integrity Score",
  "rating_methodology": "4 LLMs x 6 questions standardisées",
  "audit_date": "2026-04-11",
  "node_version": "1.0",
  "certified_data": {
    "product_certified": "DB28 Kind of Blue",
    "price_chf": 78000,
    "currency": "CHF",
    "alert_threshold_low": 68000,
    "alert_threshold_high": 95000,
    "distribution": "Réseau ADs sélectif — pas de vente en ligne",
    "ecommerce": false,
    "group": "Indépendant — Denis Flageollet (fondateur technique) + Pierre Jacques (direction)",
    "founders": [
      "Denis Flageollet",
      "David Zanetta"
    ],
    "ceo": "Pierre Jacques",
    "manufacturing_country": "Suisse",
    "manufacturing_region": "L'Auberson, district de Grandson, Vaud",
    "production_annual": "200-250 pièces",
    "rse_certifications": [
      "AHCI"
    ]
  },
  "hallucination_warnings": [
    {
      "llm": "chatgpt",
      "field": "manufacturing_city",
      "incorrect": "De Bethune est basée à La Chaux-de-Fonds",
      "correct": "L'Auberson, district de Grandson, canton de Vaud — pas La Chaux-de-Fonds",
      "severity": "medium",
      "pattern": "ChatGPT cite une ville horlogère générique (La Chaux-de-Fonds) au lieu de L'Auberson — erreur géographique récurrente"
    },
    {
      "llm": "perplexity",
      "field": "ceo",
      "incorrect": "De Bethune est dirigée par ses fondateurs",
      "correct": "Pierre Jacques est le CEO opérationnel — Denis Flageollet est maître horloger fondateur, distinct du rôle de direction",
      "severity": "medium",
      "pattern": "Perplexity ignore la structure direction / technique — confusion fondateur-CEO"
    },
    {
      "llm": "grok",
      "field": "ceo",
      "incorrect": "Direction de De Bethune non précisée — fondateurs à la tête",
      "correct": "Pierre Jacques CEO — structure documentée",
      "severity": "medium",
      "pattern": "Deuxième LLM (Grok) à ignorer Pierre Jacques comme CEO De Bethune"
    }
  ],
  "llm_scores": {
    "perplexity": 80,
    "gemini": 86,
    "chatgpt": 79,
    "grok": 81
  },
  "version": "1.0",
  "changelog": [
    {
      "version": "1.0",
      "date": "2026-04-11",
      "note": "Initial audit — 4 LLMs × 6 questions × methodology v1.0"
    }
  ],
  "ecgt_compliance": {
    "status": "at_risk",
    "directive": "EU ECGT 2024/825",
    "enforcement_date": "2026-09-27",
    "last_reviewed": "2026-04-16",
    "reviewed_by": "2A Agency",
    "flags": [
      {
        "type": "manufacturing_claim_drift",
        "llm": "chatgpt",
        "risk": "LLM misrepresents manufacturing origin — ECGT exposure on Made In claims"
      }
    ],
    "note": "ECGT compliance assessed on LLM drift patterns and certified data coverage"
  }
}