Triple

T10561779

Position	Surface form	Disambiguated ID	Type / Status
Subject	Royal Berkshire Fire and Rescue Service	`E249233`	entity
Predicate	governingBody	`P46`	FINISHED
Object	Royal Berkshire Fire Authority Royal Berkshire Fire Authority is the public governing body responsible for overseeing and setting policy for fire and rescue services across Berkshire, England.	`E249233`	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: Royal Berkshire Fire Authority | Statement: [Royal Berkshire Fire and Rescue Service, governingBody, Royal Berkshire Fire Authority]

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

Target entity: Royal Berkshire Fire Authority
Context triple: [Royal Berkshire Fire and Rescue Service, governingBody, Royal Berkshire Fire Authority]

A. Royal Berkshire Fire and Rescue Service
Royal Berkshire 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 Berkshire, England.
B. Oxfordshire Fire and Rescue Service
Oxfordshire Fire and Rescue Service is the statutory fire and emergency response service responsible for protecting life, property, and the environment across the county of Oxfordshire, England.
C. 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.
D. Kent Fire and Rescue Service
Kent 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 Kent in England.
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: Royal Berkshire Fire Authority
Triple: [Royal Berkshire Fire and Rescue Service, governingBody, Royal Berkshire Fire Authority]

Generated description

Royal Berkshire Fire Authority is the public governing body responsible for overseeing and setting policy for fire and rescue services across Berkshire, England.

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

Target entity: Royal Berkshire Fire Authority
Target entity description: Royal Berkshire Fire Authority is the public governing body responsible for overseeing and setting policy for fire and rescue services across Berkshire, England.

A. Royal Berkshire Fire and Rescue Service chosen
Royal Berkshire 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 Berkshire, England.
B. Oxfordshire Fire and Rescue Service
Oxfordshire Fire and Rescue Service is the statutory fire and emergency response service responsible for protecting life, property, and the environment across the county of Oxfordshire, England.
C. 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.
D. Kent Fire and Rescue Service
Kent 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 Kent in England.
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.

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_69d381c8bd708190acf3d275c908251e`	completed	April 6, 2026, 9:50 a.m.
NER	Named-entity recognition	`batch_69d52720621c8190a1126268ebe57c83`	completed	April 7, 2026, 3:47 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69d93491d2408190b5f54afddbb51ec4`	completed	April 10, 2026, 5:34 p.m.
NEDg	Description generation	`batch_69d939111a648190b6797c4870f61796`	completed	April 10, 2026, 5:53 p.m.
NED2	Entity disambiguation (via description)	`batch_69d93dd9f8a0819092d647a765d62fcd`	completed	April 10, 2026, 6:13 p.m.

Created at: April 6, 2026, 12:35 p.m.