Triple

T1335567

Position	Surface form	Disambiguated ID	Type / Status
Subject	Frimley	`E28739`	entity
Predicate	hasFireService	`P8978`	FINISHED
Object	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.	`E154745`	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: Surrey Fire and Rescue Service | Statement: [Frimley, hasFireService, Surrey Fire and Rescue Service]

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

Target entity: Surrey Fire and Rescue Service
Context triple: [Frimley, hasFireService, Surrey 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. London Fire Brigade
The London Fire Brigade is the professional fire and rescue service responsible for responding to fires and emergencies across Greater London.
C. 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.
D. 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.
E. Greater Manchester Fire and Rescue Service
Greater Manchester Fire and Rescue Service is the statutory fire and rescue authority responsible for providing fire protection, prevention, and emergency response across the metropolitan county of Greater Manchester in 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: Surrey Fire and Rescue Service
Triple: [Frimley, hasFireService, Surrey Fire and Rescue Service]

Generated description

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.

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

Target entity: Surrey Fire and Rescue Service
Target entity description: 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.

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. London Fire Brigade
The London Fire Brigade is the professional fire and rescue service responsible for responding to fires and emergencies across Greater London.
C. 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.
D. 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.
E. Greater Manchester Fire and Rescue Service
Greater Manchester Fire and Rescue Service is the statutory fire and rescue authority responsible for providing fire protection, prevention, and emergency response across the metropolitan county of Greater Manchester in 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_69a498561a508190a3e1bc137c2b866a`	completed	March 1, 2026, 7:49 p.m.
NER	Named-entity recognition	`batch_69a4c1ecb5208190a9eadda113c91e66`	completed	March 1, 2026, 10:47 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69acc62b9bd081909dbe22cbea03f21f`	completed	March 8, 2026, 12:43 a.m.
NEDg	Description generation	`batch_69acc6c204a88190a3171898e6e1bb91`	completed	March 8, 2026, 12:45 a.m.
NED2	Entity disambiguation (via description)	`batch_69acc7d8df108190bf92ca5e33987d04`	completed	March 8, 2026, 12:50 a.m.

Created at: March 1, 2026, 7:55 p.m.