{
  "dataset": "AIO CODE Entity Dataset",
  "version": "1.0",
  "observations": [
    {
      "observation_id": "ER-001",
      "date": "2026-09-02",
      "entity_id": "MC-001",
      "canonical_name": "Marii Cuadros",
      "observed_representation": "Maria Luisa Cuadros",
      "system": "Google Search",
      "search_mode": "Incognito",
      "language": "Spanish",
      "observation_type": "entity_resolution_issue",
      "status": "under_observation",
      "confidence": "observed",
      "description": "An incognito Google search surfaced an association with Maria Luisa Cuadros instead of consistently resolving to the canonical entity Marii Cuadros.",
      "interpretation": "The observation may indicate an entity-resolution or disambiguation issue. The cause has not been established.",
      "canonical_entity": "MC-001",
      "canonical_name_preserved": true
    }
  ]
}