Triple

T20047621
Position Surface form Disambiguated ID Type / Status
Subject Maricopa, Arizona E497602 entity
Predicate hasPublicSafetyDepartment P13246 FINISHED
Object Maricopa Fire/Medical Department — NE NERFINISHED

How this triple was built (3 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Maricopa Fire/Medical Department | Statement: [Maricopa, Arizona, hasPublicSafetyDepartment, Maricopa Fire/Medical Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Maricopa Fire/Medical Department
Context triple: [Maricopa, Arizona, hasPublicSafetyDepartment, Maricopa Fire/Medical Department]
  • A. Central Arizona Fire and Medical Authority
    Central Arizona Fire and Medical Authority is a regional public safety agency that provides fire protection, emergency medical services, and related support to communities in central Arizona.
  • B. Fort McDowell Fire Department
    The Fort McDowell Fire Department is the fire and emergency services agency serving the Fort McDowell Yavapai Nation community in Arizona.
  • C. Gila River Fire Department
    The Gila River Fire Department is the emergency fire and rescue service responsible for protecting lives and property within the Gila River Indian Community in Arizona.
  • D. Salt River Fire Department
    The Salt River Fire Department is the emergency fire and rescue service serving the Salt River Pima-Maricopa Indian Community in Arizona.
  • E. Maricopa County Sheriff’s Office
    The Maricopa County Sheriff’s Office is the primary law enforcement agency responsible for policing, jail operations, and related public safety services in Maricopa County, Arizona.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Maricopa Fire/Medical Department
Target entity description: Maricopa Fire/Medical Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety operations for the city of Maricopa, Arizona.
  • A. Central Arizona Fire and Medical Authority
    Central Arizona Fire and Medical Authority is a regional public safety agency that provides fire protection, emergency medical services, and related support to communities in central Arizona.
  • B. Fort McDowell Fire Department
    The Fort McDowell Fire Department is the fire and emergency services agency serving the Fort McDowell Yavapai Nation community in Arizona.
  • C. Gila River Fire Department
    The Gila River Fire Department is the emergency fire and rescue service responsible for protecting lives and property within the Gila River Indian Community in Arizona.
  • D. Salt River Fire Department
    The Salt River Fire Department is the emergency fire and rescue service serving the Salt River Pima-Maricopa Indian Community in Arizona.
  • E. Maricopa County Sheriff’s Office
    The Maricopa County Sheriff’s Office is the primary law enforcement agency responsible for policing, jail operations, and related public safety services in Maricopa County, Arizona.
  • F. None of above. chosen

Provenance (2 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69da627278c88190babe4297a9df1236 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e6632b2de48190abe2b277d89eb695 completed April 20, 2026, 5:32 p.m.
Created at: April 11, 2026, 3:37 p.m.