Triple

T5938756

Position	Surface form	Disambiguated ID	Type / Status
Subject	Arnold	`E132110`	entity
Predicate	hasFireStation	`P44903`	FINISHED
Object	Nottinghamshire Fire and Rescue Service station in Arnold Nottinghamshire Fire and Rescue Service station in Arnold is a local fire station serving the town of Arnold and surrounding areas in Nottinghamshire, providing emergency response, fire prevention, and community safety services.	`E556475`	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: Nottinghamshire Fire and Rescue Service station in Arnold | Statement: [Arnold, hasFireStation, Nottinghamshire Fire and Rescue Service station in Arnold]

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

Target entity: Nottinghamshire Fire and Rescue Service station in Arnold
Context triple: [Arnold, hasFireStation, Nottinghamshire Fire and Rescue Service station in Arnold]

A. Rugeley fire station
Rugeley fire station is a local emergency services facility providing firefighting and rescue coverage for the town of Rugeley and its surrounding area.
B. 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.
C. Nottingham Station tram stop
Nottingham Station tram stop is a tram stop on the Nottingham Express Transit system serving passengers at and around Nottingham railway station in Nottingham, England.
D. West Midlands Fire Service
West Midlands Fire Service is the statutory fire and rescue authority responsible for providing fire protection, emergency response, and community safety services across the West Midlands metropolitan county in England.
E. Nottingham railway station
Nottingham railway station is the main railway hub in Nottingham, England, providing regional and long-distance services across the East Midlands and beyond.
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: Nottinghamshire Fire and Rescue Service station in Arnold
Triple: [Arnold, hasFireStation, Nottinghamshire Fire and Rescue Service station in Arnold]

Generated description

Nottinghamshire Fire and Rescue Service station in Arnold is a local fire station serving the town of Arnold and surrounding areas in Nottinghamshire, providing emergency response, fire prevention, and community safety services.

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

Target entity: Nottinghamshire Fire and Rescue Service station in Arnold
Target entity description: Nottinghamshire Fire and Rescue Service station in Arnold is a local fire station serving the town of Arnold and surrounding areas in Nottinghamshire, providing emergency response, fire prevention, and community safety services.

A. Rugeley fire station
Rugeley fire station is a local emergency services facility providing firefighting and rescue coverage for the town of Rugeley and its surrounding area.
B. 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.
C. Nottingham Station tram stop
Nottingham Station tram stop is a tram stop on the Nottingham Express Transit system serving passengers at and around Nottingham railway station in Nottingham, England.
D. West Midlands Fire Service
West Midlands Fire Service is the statutory fire and rescue authority responsible for providing fire protection, emergency response, and community safety services across the West Midlands metropolitan county in England.
E. Nottingham railway station
Nottingham railway station is the main railway hub in Nottingham, England, providing regional and long-distance services across the East Midlands and beyond.
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_69c0085c55dc8190aa90e242c956e2fa`	completed	March 22, 2026, 3:18 p.m.
NER	Named-entity recognition	`batch_69c038edd1b88190a608f9bf8a8090cf`	completed	March 22, 2026, 6:46 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c0c0748c888190b41326eddc76db62`	completed	March 23, 2026, 4:24 a.m.
NEDg	Description generation	`batch_69c0c46fabf081908484ba066c25187b`	completed	March 23, 2026, 4:41 a.m.
NED2	Entity disambiguation (via description)	`batch_69c0c4f21528819093a36c07e2637446`	completed	March 23, 2026, 4:43 a.m.

Created at: March 22, 2026, 4:01 p.m.