Triple
T2395326
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maidstone |
E47635
|
entity |
| Predicate | hasFireService |
P8978
|
FINISHED |
| Object |
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.
|
E262640
|
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: Kent Fire and Rescue Service | Statement: [Maidstone, hasFireService, Kent Fire and Rescue Service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kent Fire and Rescue Service Context triple: [Maidstone, hasFireService, Kent Fire and Rescue Service]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Essex County Fire and Rescue Service
Essex County Fire and Rescue Service is the statutory fire and rescue authority responsible for providing firefighting, rescue, and emergency response services across the county of Essex 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: Kent Fire and Rescue Service Triple: [Maidstone, hasFireService, Kent Fire and Rescue Service]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kent Fire and Rescue Service Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Essex County Fire and Rescue Service
Essex County Fire and Rescue Service is the statutory fire and rescue authority responsible for providing firefighting, rescue, and emergency response services across the county of Essex 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_69a88a1c450c81909f61abb8b6863885 |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abc879b1b88190be8d0337d9a17bd0 |
completed | March 7, 2026, 6:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aeb3dc44dc819099b8914b878c5638 |
completed | March 9, 2026, 11:49 a.m. |
| NEDg | Description generation | batch_69aeb4de29988190ae860fc6f241f225 |
completed | March 9, 2026, 11:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69aeb562560c8190a03c6d8ce6d75956 |
completed | March 9, 2026, 11:56 a.m. |
Created at: March 4, 2026, 7:57 p.m.