Triple
T13274611
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Scottish Fire and Rescue Service |
E316155
|
entity |
| Predicate | formedByMergerOf |
P77
|
FINISHED |
| Object |
Dumfries and Galloway Fire and Rescue Service
Dumfries and Galloway Fire and Rescue Service was the former regional fire and rescue authority serving the Dumfries and Galloway area in southwest Scotland prior to the creation of the national Scottish Fire and Rescue Service.
|
E1033905
|
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: Dumfries and Galloway Fire and Rescue Service | Statement: [Scottish Fire and Rescue Service, formedByMergerOf, Dumfries and Galloway Fire and Rescue Service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dumfries and Galloway Fire and Rescue Service Context triple: [Scottish Fire and Rescue Service, formedByMergerOf, Dumfries and Galloway Fire and Rescue Service]
-
A.
Central Scotland Fire and Rescue Service
Central Scotland Fire and Rescue Service was a former regional fire and rescue authority in Scotland that provided emergency response and fire safety services across the central belt until it was absorbed into the single national Scottish Fire and Rescue Service.
-
B.
Scottish Fire and Rescue Service
The Scottish Fire and Rescue Service is the national fire and rescue organization responsible for providing fire safety, emergency response, and rescue services across Scotland.
-
C.
Lothian and Borders Fire and Rescue Service
Lothian and Borders Fire and Rescue Service was the former regional fire and rescue authority serving the Lothian and Scottish Borders areas prior to its incorporation into the single national Scottish Fire and Rescue Service.
-
D.
Board of the Scottish Fire and Rescue Service
The Board of the Scottish Fire and Rescue Service is the governing body responsible for strategic oversight, policy direction, and accountability of Scotland’s national fire and rescue service.
-
E.
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.
- 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: Dumfries and Galloway Fire and Rescue Service Triple: [Scottish Fire and Rescue Service, formedByMergerOf, Dumfries and Galloway Fire and Rescue Service]
Generated description
Dumfries and Galloway Fire and Rescue Service was the former regional fire and rescue authority serving the Dumfries and Galloway area in southwest Scotland prior to the creation of the national Scottish Fire and Rescue Service.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dumfries and Galloway Fire and Rescue Service Target entity description: Dumfries and Galloway Fire and Rescue Service was the former regional fire and rescue authority serving the Dumfries and Galloway area in southwest Scotland prior to the creation of the national Scottish Fire and Rescue Service.
-
A.
Central Scotland Fire and Rescue Service
Central Scotland Fire and Rescue Service was a former regional fire and rescue authority in Scotland that provided emergency response and fire safety services across the central belt until it was absorbed into the single national Scottish Fire and Rescue Service.
-
B.
Scottish Fire and Rescue Service
The Scottish Fire and Rescue Service is the national fire and rescue organization responsible for providing fire safety, emergency response, and rescue services across Scotland.
-
C.
Lothian and Borders Fire and Rescue Service
Lothian and Borders Fire and Rescue Service was the former regional fire and rescue authority serving the Lothian and Scottish Borders areas prior to its incorporation into the single national Scottish Fire and Rescue Service.
-
D.
Board of the Scottish Fire and Rescue Service
The Board of the Scottish Fire and Rescue Service is the governing body responsible for strategic oversight, policy direction, and accountability of Scotland’s national fire and rescue service.
-
E.
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.
- 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_69d806b349908190a9a61dd9323bf153 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d9904193bc8190af4155750bcf32f6 |
completed | April 11, 2026, 12:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f716cfea308190836eb4892e7c5eb4 |
completed | May 3, 2026, 9:35 a.m. |
| NEDg | Description generation | batch_69f717c97ca481909959fbc278a5db59 |
completed | May 3, 2026, 9:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7188ffd0c8190ba761846ec5f9ae0 |
completed | May 3, 2026, 9:42 a.m. |
Created at: April 9, 2026, 9:26 p.m.