Triple

T215213
Position Surface form Disambiguated ID Type / Status
Subject Belton, Missouri, United States E4804 entity
Predicate hasFireDepartment P464 FINISHED
Object Belton Fire Department
The Belton Fire Department is the municipal fire and emergency services agency serving the city of Belton in Missouri, providing fire suppression, rescue, and emergency medical response.
E28152 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: Belton Fire Department | Statement: [Belton, Missouri, United States, hasFireDepartment, Belton Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Belton Fire Department
Context triple: [Belton, Missouri, United States, hasFireDepartment, Belton Fire Department]
  • A. Belton Police Department
    The Belton Police Department is the municipal law enforcement agency responsible for public safety and policing services in the city of Belton, Missouri.
  • B. Newton Fire Department
    Newton Fire Department is the municipal fire and emergency response agency serving the city of Newton, Massachusetts, including the Thompsonville neighborhood.
  • C. Littleton Fire Department
    The Littleton Fire Department is the municipal fire and emergency services agency responsible for fire suppression, rescue operations, and emergency medical response in Littleton, Massachusetts.
  • D. City of Belton
    The City of Belton is the municipal government responsible for administering local services, regulations, and community affairs for the city of Belton, Missouri.
  • E. Belton School District #124
    Belton School District #124 is a public K–12 school district serving students in the Belton area of Missouri.
  • 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: Belton Fire Department
Triple: [Belton, Missouri, United States, hasFireDepartment, Belton Fire Department]
Generated description
The Belton Fire Department is the municipal fire and emergency services agency serving the city of Belton in Missouri, providing fire suppression, rescue, and emergency medical response.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Belton Fire Department
Target entity description: The Belton Fire Department is the municipal fire and emergency services agency serving the city of Belton in Missouri, providing fire suppression, rescue, and emergency medical response.
  • A. Belton Police Department
    The Belton Police Department is the municipal law enforcement agency responsible for public safety and policing services in the city of Belton, Missouri.
  • B. Newton Fire Department
    Newton Fire Department is the municipal fire and emergency response agency serving the city of Newton, Massachusetts, including the Thompsonville neighborhood.
  • C. Littleton Fire Department
    The Littleton Fire Department is the municipal fire and emergency services agency responsible for fire suppression, rescue operations, and emergency medical response in Littleton, Massachusetts.
  • D. City of Belton
    The City of Belton is the municipal government responsible for administering local services, regulations, and community affairs for the city of Belton, Missouri.
  • E. Belton School District #124
    Belton School District #124 is a public K–12 school district serving students in the Belton area of Missouri.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasFireDepartment
Context triple: [Belton, Missouri, United States, hasFireDepartment, Belton Fire Department]
  • 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. hasCityHall
    Indicates that a location or administrative area possesses or is served by a specific city hall building or institution.
  • C. hasTown
    Indicates that one entity possesses, contains, or is associated with a town as part of its structure, jurisdiction, or composition.
  • D. hasEmergencyServices chosen
    Indicates that the subject provides or is equipped with emergency response services (such as police, fire, or medical assistance).
  • E. policePrecinct
    Indicates that a specified location, building, or area functions as or is designated as a police precinct.
  • 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_69a2575cb1dc8190a01ad332426dc339 completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25dcd2b208190855d5d8d70a3acfc completed Feb. 28, 2026, 3:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69a34766506c8190a4c661410e0d8b33 completed Feb. 28, 2026, 7:52 p.m.
NEDg Description generation batch_69a34c38fc2881908afe5d3ef34db98e completed Feb. 28, 2026, 8:12 p.m.
NED2 Entity disambiguation (via description) batch_69a34ca4faec8190bd09fa0e87fe0bd5 completed Feb. 28, 2026, 8:14 p.m.
PD Predicate disambiguation batch_69a25b52190481908f299d26122bafd2 completed Feb. 28, 2026, 3:04 a.m.
Created at: Feb. 28, 2026, 2:52 a.m.