Triple
T19769784
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Welsh Ambulance Service |
E474853
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
NHS 111 Wales
NHS 111 Wales is a free, non-emergency medical advice and urgent care helpline service available to people in Wales.
|
E580090
|
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: NHS 111 Wales | Statement: [Welsh Ambulance Service, hasDivision, NHS 111 Wales]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NHS 111 Wales Context triple: [Welsh Ambulance Service, hasDivision, NHS 111 Wales]
-
A.
NHS Wales
NHS Wales is the publicly funded healthcare system for Wales, providing a wide range of medical and health services to residents free at the point of use.
-
B.
NHS 111 services
NHS 111 services are a free, non-emergency medical advice and triage helpline and online service in England that directs people to appropriate healthcare support.
-
C.
Welsh Ambulance Service
The Welsh Ambulance Service is the national ambulance and emergency medical response provider for Wales, delivering pre-hospital care and patient transport across the country.
-
D.
Healthcare Inspectorate Wales
Healthcare Inspectorate Wales is the independent regulator responsible for inspecting and reviewing NHS and other healthcare services in Wales to ensure they meet quality and safety standards.
-
E.
Cardiff and Vale University Health Board
Cardiff and Vale University Health Board is a major NHS organization in Wales responsible for providing hospital and community healthcare services to the populations of Cardiff and the Vale of Glamorgan.
- 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: NHS 111 Wales Triple: [Welsh Ambulance Service, hasDivision, NHS 111 Wales]
Generated description
NHS 111 Wales is a free, non-emergency medical advice and urgent care helpline service available to people in Wales.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: NHS 111 Wales Target entity description: NHS 111 Wales is a free, non-emergency medical advice and urgent care helpline service available to people in Wales.
-
A.
NHS Wales
NHS Wales is the publicly funded healthcare system for Wales, providing a wide range of medical and health services to residents free at the point of use.
-
B.
NHS 111 services
chosen
NHS 111 services are a free, non-emergency medical advice and triage helpline and online service in England that directs people to appropriate healthcare support.
-
C.
Welsh Ambulance Service
The Welsh Ambulance Service is the national ambulance and emergency medical response provider for Wales, delivering pre-hospital care and patient transport across the country.
-
D.
Healthcare Inspectorate Wales
Healthcare Inspectorate Wales is the independent regulator responsible for inspecting and reviewing NHS and other healthcare services in Wales to ensure they meet quality and safety standards.
-
E.
Cardiff and Vale University Health Board
Cardiff and Vale University Health Board is a major NHS organization in Wales responsible for providing hospital and community healthcare services to the populations of Cardiff and the Vale of Glamorgan.
- F. None of above.
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_69d8e51a43a08190956bc6df13c91a77 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e6535ab298819085263dc37cc898cb |
completed | April 20, 2026, 4:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07c4f4618481908fafb84937c2143f |
completed | May 16, 2026, 1:14 a.m. |
| NEDg | Description generation | batch_6a07c628176481908e636e80445facbc |
completed | May 16, 2026, 1:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07c69e228c8190a3f5b0dfc2c3a829 |
completed | May 16, 2026, 1:21 a.m. |
Created at: April 10, 2026, 1:48 p.m.