Triple
T857632
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cwmbran |
E18526
|
entity |
| Predicate | fireService |
P3910
|
FINISHED |
| Object |
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.
|
E101745
|
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: South Wales Fire and Rescue Service | Statement: [Cwmbran, fireService, South Wales Fire and Rescue Service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South Wales Fire and Rescue Service Context triple: [Cwmbran, fireService, South Wales Fire and Rescue Service]
-
A.
Blaenau Gwent
Blaenau Gwent is a county borough in southeastern Wales known for its industrial heritage and former coal mining communities.
-
B.
Vale of Glamorgan
The Vale of Glamorgan is a coastal county borough in southeast Wales known for its rural landscapes, seaside towns, and proximity to Cardiff.
-
C.
Neath Port Talbot
Neath Port Talbot is a county borough in south Wales known for its industrial heritage, coastal landscapes, and the town of Neath.
-
D.
Monmouthshire County Council
Monmouthshire County Council is the principal local authority responsible for providing public services and local governance across the county of Monmouthshire in southeast Wales.
-
E.
Cardiff Council
Cardiff Council is the local government authority responsible for providing public services and administration for the city of Cardiff, Wales.
- 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: South Wales Fire and Rescue Service Triple: [Cwmbran, fireService, South Wales Fire and Rescue Service]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: South Wales Fire and Rescue Service Target entity description: 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.
-
A.
Blaenau Gwent
Blaenau Gwent is a county borough in southeastern Wales known for its industrial heritage and former coal mining communities.
-
B.
Vale of Glamorgan
The Vale of Glamorgan is a coastal county borough in southeast Wales known for its rural landscapes, seaside towns, and proximity to Cardiff.
-
C.
Neath Port Talbot
Neath Port Talbot is a county borough in south Wales known for its industrial heritage, coastal landscapes, and the town of Neath.
-
D.
Monmouthshire County Council
Monmouthshire County Council is the principal local authority responsible for providing public services and local governance across the county of Monmouthshire in southeast Wales.
-
E.
Cardiff Council
Cardiff Council is the local government authority responsible for providing public services and administration for the city of Cardiff, Wales.
- 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_69a4938bdd3c8190a954a3c11844d9cf |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4ac4d47508190b48d944aa2d881bf |
completed | March 1, 2026, 9:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7a3c1ee4481909d5713122e5ad856 |
completed | March 4, 2026, 3:15 a.m. |
| NEDg | Description generation | batch_69a7a5288338819089638d5c848735dd |
completed | March 4, 2026, 3:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7a63205308190b55b76116c0d5e7c |
completed | March 4, 2026, 3:25 a.m. |
Created at: March 1, 2026, 7:39 p.m.