{
  "education_level": "Unknown",
  "education_level_source": null,
  "education_level_confidence": null,
  "education_institution": "Unknown",
  "education_institution_source": null,
  "education_institution_confidence": null,
  "education_field": "Unknown",
  "education_field_source": null,
  "education_field_confidence": null,
  "prior_occupation": "ASESORÍA LEGAL EN ASUNTOS ADMINISTRATIVOS",
  "prior_occupation_source": "https://sistemas.asamblea.gob.pa/intranet/Uploads/posts/438/publicacion_438_0.pdf",
  "prior_occupation_confidence": 0.8,
  "class_background": "Middle class/professional",
  "class_background_source": "https://sistemas.asamblea.gob.pa/intranet/Uploads/posts/438/publicacion_438_0.pdf",
  "class_background_confidence": 0.8,
  "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": 0.575,
  "justification": "Source-backed searches resolved 2 core fields (including class_background, prior_occupation), while 8 core fields remain unknown due to limited verifiable evidence. Top unresolved reasons: recovery_blocked_no_candidates(7), finalization_policy_demotion_unverified(1)."
}