Triple

T14632116

Position	Surface form	Disambiguated ID	Type / Status
Subject	Humberside	`E343502`	entity
Predicate	fireService	`P3910`	FINISHED
Object	Humberside Fire and Rescue Service Humberside Fire and Rescue Service is the statutory fire and rescue authority responsible for providing fire protection, emergency response, and community safety services across the Humberside region of England.	`E1110582`	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: Humberside Fire and Rescue Service | Statement: [Humberside, fireService, Humberside Fire and Rescue Service]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Humberside Fire and Rescue Service
Context triple: [Humberside, fireService, Humberside Fire and Rescue Service]

A. North Yorkshire Fire and Rescue Service
North Yorkshire Fire and Rescue Service is the statutory fire and rescue authority responsible for providing fire protection, emergency response, and community safety services across North Yorkshire and the City of York in England.
B. South Yorkshire Fire and Rescue Service
South Yorkshire Fire and Rescue Service is the statutory emergency service responsible for fire protection, prevention, and rescue operations across the South Yorkshire region of England.
C. West Yorkshire Fire Service
West Yorkshire Fire Service is the regional fire and rescue authority responsible for protecting communities across West Yorkshire, England, including responding to major incidents such as the Bradford City stadium fire.
D. Grampian Fire and Rescue Service
Grampian Fire and Rescue Service was the former regional fire and rescue authority serving the Grampian area of northeast Scotland until it was integrated into the national Scottish Fire and Rescue Service.
E. Staffordshire Fire and Rescue Service
Staffordshire 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 Staffordshire, England.
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: Humberside Fire and Rescue Service
Triple: [Humberside, fireService, Humberside Fire and Rescue Service]

Generated description

Humberside Fire and Rescue Service is the statutory fire and rescue authority responsible for providing fire protection, emergency response, and community safety services across the Humberside region of England.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Humberside Fire and Rescue Service
Target entity description: Humberside Fire and Rescue Service is the statutory fire and rescue authority responsible for providing fire protection, emergency response, and community safety services across the Humberside region of England.

A. North Yorkshire Fire and Rescue Service
North Yorkshire Fire and Rescue Service is the statutory fire and rescue authority responsible for providing fire protection, emergency response, and community safety services across North Yorkshire and the City of York in England.
B. South Yorkshire Fire and Rescue Service
South Yorkshire Fire and Rescue Service is the statutory emergency service responsible for fire protection, prevention, and rescue operations across the South Yorkshire region of England.
C. West Yorkshire Fire Service
West Yorkshire Fire Service is the regional fire and rescue authority responsible for protecting communities across West Yorkshire, England, including responding to major incidents such as the Bradford City stadium fire.
D. Grampian Fire and Rescue Service
Grampian Fire and Rescue Service was the former regional fire and rescue authority serving the Grampian area of northeast Scotland until it was integrated into the national Scottish Fire and Rescue Service.
E. Staffordshire Fire and Rescue Service
Staffordshire 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 Staffordshire, England.
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_69d822dffc3c8190aa173b90761bffda`	completed	April 9, 2026, 10:06 p.m.
NER	Named-entity recognition	`batch_69deb4a912248190a3df7f821395c776`	completed	April 14, 2026, 9:42 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fda931834081909d90ec0479eca3f9`	completed	May 8, 2026, 9:13 a.m.
NEDg	Description generation	`batch_69fdb27c8db481909330d299faded4f3`	completed	May 8, 2026, 9:53 a.m.
NED2	Entity disambiguation (via description)	`batch_69fdb3b24320819098dd7fab0c3a0507`	completed	May 8, 2026, 9:58 a.m.

Created at: April 10, 2026, 1:26 a.m.