Triple

T5542236

Position	Surface form	Disambiguated ID	Type / Status
Subject	Oxfordshire County Council	`E145316`	entity
Predicate	governingBodyOf	`P479`	FINISHED
Object	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.	`E528190`	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: Oxfordshire Fire and Rescue Service | Statement: [Oxfordshire County Council, governingBodyOf, Oxfordshire Fire and Rescue Service]

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

Target entity: Oxfordshire Fire and Rescue Service
Context triple: [Oxfordshire County Council, governingBodyOf, Oxfordshire Fire and Rescue Service]

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. Hampshire and Isle of Wight Fire and Rescue Service
Hampshire and Isle of Wight Fire and Rescue Service is the statutory fire and rescue authority responsible for fire prevention, emergency response, and community safety across Hampshire and the Isle of Wight in southern England.
C. 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.
D. 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.
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: Oxfordshire Fire and Rescue Service
Triple: [Oxfordshire County Council, governingBodyOf, Oxfordshire Fire and Rescue Service]

Generated description

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.

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

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

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. Hampshire and Isle of Wight Fire and Rescue Service
Hampshire and Isle of Wight Fire and Rescue Service is the statutory fire and rescue authority responsible for fire prevention, emergency response, and community safety across Hampshire and the Isle of Wight in southern England.
C. 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.
D. 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.
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_69c008fa64888190adae56c8f9ea4031`	completed	March 22, 2026, 3:21 p.m.
NER	Named-entity recognition	`batch_69c01fc7e26481908cec8d0483170ea5`	completed	March 22, 2026, 4:58 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c0281fb73881909df8e4f98b27ce1e`	completed	March 22, 2026, 5:34 p.m.
NEDg	Description generation	`batch_69c033df2c7881909660eb931908318c`	completed	March 22, 2026, 6:24 p.m.
NED2	Entity disambiguation (via description)	`batch_69c034640cd081909b44ff23e9005e57`	completed	March 22, 2026, 6:26 p.m.

Created at: March 22, 2026, 3:35 p.m.