Triple
T6253021
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South East Coast Ambulance Service |
E140092
|
entity |
| Predicate | providesService |
P178
|
FINISHED |
| Object |
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.
|
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 services | Statement: [South East Coast Ambulance Service, providesService, NHS 111 services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NHS 111 services Context triple: [South East Coast Ambulance Service, providesService, NHS 111 services]
-
A.
NHS e‑Referral Service
The NHS e‑Referral Service is a digital platform used across England’s National Health Service to allow patients and healthcare professionals to book, manage, and track referrals electronically between primary and secondary care.
-
B.
National Health Service
The National Health Service is the United Kingdom’s publicly funded healthcare system that provides comprehensive medical services to residents, largely free at the point of use.
-
C.
NHS organisations
NHS organisations are publicly funded healthcare bodies in the United Kingdom that provide medical services, public health functions, and clinical training within the National Health Service.
-
D.
NHS Overseas Healthcare Services (for UK residents)
NHS Overseas Healthcare Services (for UK residents) is the NHS service that helps UK residents access and manage state-funded healthcare cover when they travel, live, work or study in countries outside the UK.
-
E.
Central Health Service
The Central Health Service is a cadre of medical professionals in India responsible for providing healthcare services and medical administration within various central government institutions and departments.
- 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 services Triple: [South East Coast Ambulance Service, providesService, NHS 111 services]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: NHS 111 services Target entity description: 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.
-
A.
NHS e‑Referral Service
The NHS e‑Referral Service is a digital platform used across England’s National Health Service to allow patients and healthcare professionals to book, manage, and track referrals electronically between primary and secondary care.
-
B.
National Health Service
The National Health Service is the United Kingdom’s publicly funded healthcare system that provides comprehensive medical services to residents, largely free at the point of use.
-
C.
NHS organisations
NHS organisations are publicly funded healthcare bodies in the United Kingdom that provide medical services, public health functions, and clinical training within the National Health Service.
-
D.
NHS Overseas Healthcare Services (for UK residents)
NHS Overseas Healthcare Services (for UK residents) is the NHS service that helps UK residents access and manage state-funded healthcare cover when they travel, live, work or study in countries outside the UK.
-
E.
Central Health Service
The Central Health Service is a cadre of medical professionals in India responsible for providing healthcare services and medical administration within various central government institutions and departments.
- 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_69c008b4858c819095b0199114a9a87b |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c063417c8c8190945049881819d307 |
completed | March 22, 2026, 9:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c2442a556081908b91e7d999a82514 |
completed | March 24, 2026, 7:58 a.m. |
| NEDg | Description generation | batch_69c4fb6ab25081909bce29ecee57cb42 |
completed | March 26, 2026, 9:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c4fc5c18088190ba2ee0d182d7f3c2 |
completed | March 26, 2026, 9:29 a.m. |
Created at: March 22, 2026, 4:24 p.m.