Triple

T1986161
Position Surface form Disambiguated ID Type / Status
Subject Cheltenham E43144 entity
Predicate fireService P3910 FINISHED
Object Gloucestershire Fire and Rescue Service
Gloucestershire Fire and Rescue Service is the statutory fire and rescue authority responsible for providing fire protection, emergency response, and community safety services across the county of Gloucestershire in South West England.
 E222977 NE FINISHED

How this triple was built (4 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: Gloucestershire Fire and Rescue Service | Statement: [Cheltenham, fireService, Gloucestershire Fire and Rescue Service]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gloucestershire Fire and Rescue Service
Context triple: [Cheltenham, fireService, Gloucestershire Fire and Rescue Service]
  • A. West Sussex Fire and Rescue Service
    West Sussex Fire and Rescue Service is the statutory emergency service responsible for firefighting, rescue operations, and fire safety across the county of West Sussex in England.
  • B. Surrey Fire and Rescue Service
    Surrey Fire and Rescue Service is the statutory fire and rescue authority responsible for providing fire protection, emergency response, and community safety services across the county of Surrey, England.
  • C. South Wales Fire and Rescue Service
    South Wales Fire and Rescue Service is the statutory fire and rescue authority responsible for providing fire protection, emergency response, and community safety services across much of South Wales, including areas such as Cwmbran.
  • D. Essex County Fire and Rescue Service
    Essex County Fire and Rescue Service is the statutory fire and rescue authority responsible for providing firefighting, rescue, and emergency response services across the county of Essex in England.
  • E. UK fire and rescue services
    UK fire and rescue services are the regional and local public emergency response organizations in the United Kingdom responsible for firefighting, rescue operations, and related civil protection duties.
  • 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: Gloucestershire Fire and Rescue Service
Triple: [Cheltenham, fireService, Gloucestershire Fire and Rescue Service]
Generated description
Gloucestershire Fire and Rescue Service is the statutory fire and rescue authority responsible for providing fire protection, emergency response, and community safety services across the county of Gloucestershire in South West England.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gloucestershire Fire and Rescue Service
Target entity description: Gloucestershire Fire and Rescue Service is the statutory fire and rescue authority responsible for providing fire protection, emergency response, and community safety services across the county of Gloucestershire in South West England.
  • A. West Sussex Fire and Rescue Service
    West Sussex Fire and Rescue Service is the statutory emergency service responsible for firefighting, rescue operations, and fire safety across the county of West Sussex in England.
  • B. Surrey Fire and Rescue Service
    Surrey Fire and Rescue Service is the statutory fire and rescue authority responsible for providing fire protection, emergency response, and community safety services across the county of Surrey, England.
  • C. South Wales Fire and Rescue Service
    South Wales Fire and Rescue Service is the statutory fire and rescue authority responsible for providing fire protection, emergency response, and community safety services across much of South Wales, including areas such as Cwmbran.
  • D. Essex County Fire and Rescue Service
    Essex County Fire and Rescue Service is the statutory fire and rescue authority responsible for providing firefighting, rescue, and emergency response services across the county of Essex in England.
  • E. UK fire and rescue services
    UK fire and rescue services are the regional and local public emergency response organizations in the United Kingdom responsible for firefighting, rescue operations, and related civil protection duties.
  • F. None of above. chosen

Provenance (5 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_69a88713ddc88190a969715658ebe7a8 completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb8232d788190938f261fd4b2f2fd completed March 7, 2026, 5:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae0331eec881909463163fb71e4eba completed March 8, 2026, 11:16 p.m.
NEDg Description generation batch_69ae03e575a88190a93181eb9d9bc3eb completed March 8, 2026, 11:19 p.m.
NED2 Entity disambiguation (via description) batch_69ae0473aecc8190b3da07fb8fd18e81 completed March 8, 2026, 11:21 p.m.
Created at: March 4, 2026, 7:37 p.m.