Triple

T22695006
Position Surface form Disambiguated ID Type / Status
Subject City of Columbus government E561151 entity
Predicate operatesFireDepartment P127488 FINISHED
Object Columbus Division of Fire
The Columbus Division of Fire is the professional fire and emergency medical services agency responsible for protecting lives and property within the city of Columbus, Ohio.
E1551093 NE FINISHED

How this triple was built (5 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: Columbus Division of Fire | Statement: [City of Columbus government, operatesFireDepartment, Columbus Division of Fire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Columbus Division of Fire
Context triple: [City of Columbus government, operatesFireDepartment, Columbus Division of Fire]
  • A. Cleveland Fire Brigade
    Cleveland Fire Brigade is the statutory fire and rescue service responsible for protecting lives and property across the former county of Cleveland in North East England, including areas such as Hartlepool, Middlesbrough, Redcar and Cleveland, and Stockton-on-Tees.
  • B. Columbiana Fire Department
    The Columbiana Fire Department is the municipal fire and emergency response agency serving the city of Columbiana, Alabama.
  • C. Akron Fire Department
    The Akron Fire Department is the municipal fire and emergency services agency responsible for fire protection, rescue operations, and related public safety services in Akron, Ohio.
  • D. South Euclid Fire Department
    The South Euclid Fire Department is the municipal fire and emergency medical services agency serving the city of South Euclid, Ohio.
  • E. Mayfield Heights Fire Department
    The Mayfield Heights Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response for the community of Mayfield Heights.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Columbus Division of Fire
Triple: [City of Columbus government, operatesFireDepartment, Columbus Division of Fire]
Generated description
The Columbus Division of Fire is the professional fire and emergency medical services agency responsible for protecting lives and property within the city of Columbus, Ohio.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Columbus Division of Fire
Target entity description: The Columbus Division of Fire is the professional fire and emergency medical services agency responsible for protecting lives and property within the city of Columbus, Ohio.
  • A. Cleveland Fire Brigade
    Cleveland Fire Brigade is the statutory fire and rescue service responsible for protecting lives and property across the former county of Cleveland in North East England, including areas such as Hartlepool, Middlesbrough, Redcar and Cleveland, and Stockton-on-Tees.
  • B. Columbiana Fire Department
    The Columbiana Fire Department is the municipal fire and emergency response agency serving the city of Columbiana, Alabama.
  • C. Akron Fire Department
    The Akron Fire Department is the municipal fire and emergency services agency responsible for fire protection, rescue operations, and related public safety services in Akron, Ohio.
  • D. South Euclid Fire Department
    The South Euclid Fire Department is the municipal fire and emergency medical services agency serving the city of South Euclid, Ohio.
  • E. Mayfield Heights Fire Department
    The Mayfield Heights Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response for the community of Mayfield Heights.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: operatesFireDepartment
Context triple: [City of Columbus government, operatesFireDepartment, Columbus Division of Fire]
  • A. fireRescue
    Indicates a relationship where one entity performs or is responsible for rescuing people or property from fires or fire-related emergencies involving another entity.
  • B. hasFireRescueService chosen
    Indicates that an entity is served by, or responsible for providing, a fire and rescue service.
  • C. operatesFacility
    Indicates that an entity is responsible for running, managing, or controlling the operations of a particular facility.
  • D. hasFireServicesFrom
    Indicates that one entity receives fire protection or firefighting services from another entity.
  • E. numberOfFirefightersInvolved
    Indicates the total count of firefighters who participated in or were involved in a specific event, incident, or operation.
  • F. None of above.

Provenance (6 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_69e2454e615481909c177440be559d2c completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f1789d46c881908176bc8e26f366f6 completed April 29, 2026, 3:18 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b7ece75648190a841256cf08a72f8 completed May 18, 2026, 9:04 p.m.
NEDg Description generation batch_6a0b834f488c8190bee40bd1caea0e40 completed May 18, 2026, 9:23 p.m.
NED2 Entity disambiguation (via description) batch_6a0b8717b65c819089d29c1802d1ed55 completed May 18, 2026, 9:39 p.m.
PD Predicate disambiguation batch_69ee62b2259c819091ed1387a748b9f3 completed April 26, 2026, 7:08 p.m.
Created at: April 17, 2026, 3:14 p.m.