experiments.json

{
  "dataset": "AIO CODE Entity Dataset",
  "version": "1.0",
  "module": "Entity Labs",
  "created": "2026-09-02",
  "purpose": "Structured experimental layer for investigating how interventions may affect entity recognition, resolution, representation, retrieval, citation, and recommendation behavior.",

  "experimental_model": [
    "Observation",
    "Research Question",
    "Hypothesis",
    "Intervention",
    "Expected Result",
    "Experiment",
    "Observed Result",
    "Analysis",
    "Confidence"
  ],

  "experiments": [
    {
      "experiment_id": "EXP-001",
      "date": "2026-09-02",
      "entity_id": "MC-001",
      "observation_reference": "ER-001",
      "system": "SYS-001",
      "prompt_reference": "PROMPT-004",

      "research_question": "Can strengthening canonical identity signals and cross-source consistency improve the consistent resolution of Marii Cuadros as the intended entity in Google Search?",

      "hypothesis": "Increasing consistency of the canonical identity across technical, public, structured, and entity-specific sources may improve entity resolution and reduce competing associations. The cause of the observed resolution issue has not been established.",

      "intervention": "Strengthen and maintain consistent canonical identity signals for Marii Cuadros across GitHub, Blogger, Hugging Face, entity records, structured datasets, and related canonical documentation while preserving the canonical name 'Marii Cuadros' and the relationship between Marii Cuadros and AIO CODE.",

      "variables": [
        "Canonical name consistency",
        "Cross-source identity agreement",
        "Structured entity representation",
        "Relationship consistency",
        "Source distribution",
        "Search environment",
        "Search language",
        "Search query",
        "Time between intervention and measurement"
      ],

      "expected_result": "Improved consistency in resolving the intended entity as 'Marii Cuadros' and a reduction in competing or incorrect associations with 'Maria Luisa Cuadros'.",

      "observed_result": null,

      "result": null,

      "confidence": null,

      "status": "planned"
    }
  ]
}