{
  "education_level": "Unknown",
  "education_level_source": null,
  "education_level_confidence": null,
  "education_institution": "Unknown",
  "education_institution_source": null,
  "education_institution_confidence": null,
  "education_field": "Derecho",
  "education_field_source": "https://sil.gobernacion.gob.mx/Librerias/pp_PerfilLegislador.php?Referencia=9216686",
  "education_field_confidence": 1,
  "prior_occupation": "Lawyer and member of the PRI National Commission of Partisan Justice",
  "prior_occupation_source": "https://pri.org.mx/ElPartidoDeMexico/Documentos/Transparencia/Fraccion3/Acuerdos/ConsejoPoliticoNacional/CPN2012/11DEDICIEMBREDE2012.pdf",
  "prior_occupation_confidence": 0.9,
  "class_background": "Middle class/professional",
  "class_background_source": "https://sil.gobernacion.gob.mx/Librerias/pp_PerfilLegislador.php?Referencia=9216686",
  "class_background_confidence": 0.9,
  "disability_status": "Unknown",
  "disability_status_source": null,
  "disability_status_confidence": null,
  "birth_place": "Unknown",
  "birth_place_source": null,
  "birth_place_confidence": null,
  "birth_year": "Unknown",
  "birth_year_source": null,
  "birth_year_confidence": null,
  "lgbtq_status": "Unknown",
  "lgbtq_status_source": null,
  "lgbtq_status_confidence": null,
  "lgbtq_details": null,
  "lgbtq_details_source": null,
  "lgbtq_details_confidence": null,
  "confidence": 0.5837,
  "justification": "Source-backed searches resolved 3 core fields (including class_background, education_field, prior_occupation), while 7 core fields remain unknown due to limited verifiable evidence. Top unresolved reasons: recovery_blocked_no_candidates(6), high_conflict_demotion(1)."
}