Triple
T7699084
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Redditch |
E174442
|
entity |
| Predicate | fireService |
P3910
|
FINISHED |
| Object |
Hereford & Worcester Fire and Rescue Service
Hereford & Worcester Fire and Rescue Service is the statutory emergency service responsible for fire protection, prevention, and rescue operations across the counties of Herefordshire and Worcestershire in England.
|
E682847
|
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: Hereford & Worcester Fire and Rescue Service | Statement: [Redditch, fireService, Hereford & Worcester Fire and Rescue Service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hereford & Worcester Fire and Rescue Service Context triple: [Redditch, fireService, Hereford & Worcester Fire and Rescue Service]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Leicestershire Fire and Rescue Service
Leicestershire Fire and Rescue Service is the statutory fire and rescue authority responsible for providing fire protection, emergency response, and community safety services across Leicestershire and the city of Leicester 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: Hereford & Worcester Fire and Rescue Service Triple: [Redditch, fireService, Hereford & Worcester Fire and Rescue Service]
Generated description
Hereford & Worcester Fire and Rescue Service is the statutory emergency service responsible for fire protection, prevention, and rescue operations across the counties of Herefordshire and Worcestershire in England.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hereford & Worcester Fire and Rescue Service Target entity description: Hereford & Worcester Fire and Rescue Service is the statutory emergency service responsible for fire protection, prevention, and rescue operations across the counties of Herefordshire and Worcestershire in England.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Leicestershire Fire and Rescue Service
Leicestershire Fire and Rescue Service is the statutory fire and rescue authority responsible for providing fire protection, emergency response, and community safety services across Leicestershire and the city of Leicester 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
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_69c6995a72cc8190998e56daa6f8e453 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c7026a8268819097c03458ed263a55 |
completed | March 27, 2026, 10:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8acb3ac4481909acafe50b9507aaa |
completed | March 29, 2026, 4:38 a.m. |
| NEDg | Description generation | batch_69c8adeb3948819087404b0d7d7e619e |
completed | March 29, 2026, 4:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8aedede388190b8eb79cea223c31c |
completed | March 29, 2026, 4:47 a.m. |
Created at: March 27, 2026, 4:03 p.m.