Triple
T1356764
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | NHS Improvement |
E29006
|
entity |
| Predicate | responsibleFor |
P636
|
FINISHED |
| Object |
NHS trusts
NHS trusts are public sector organizations within England’s National Health Service that manage and deliver hospital, community, mental health, and ambulance services.
|
E918
|
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 trusts | Statement: [NHS Improvement, responsibleFor, NHS trusts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NHS trusts Context triple: [NHS Improvement, responsibleFor, NHS trusts]
-
A.
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.
-
B.
NHS Improvement
NHS Improvement was a national healthcare body in England responsible for overseeing and supporting NHS trusts to improve the quality, efficiency, and financial sustainability of services.
-
C.
NHS Business Services Authority
The NHS Business Services Authority is a special health authority in England that provides a range of essential support services and payments for the NHS, patients, and contractors, including prescription services, dental payments, and NHS pensions administration.
-
D.
NHS England
NHS England is the national body responsible for overseeing the budget, planning, delivery, and improvement of most publicly funded healthcare services in England.
-
E.
NHS Digital
NHS Digital is the national information and technology partner to the UK’s health and care system, responsible for collecting, managing, and providing access to health and social care data 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: NHS trusts Triple: [NHS Improvement, responsibleFor, NHS trusts]
Generated description
NHS trusts are public sector organizations within England’s National Health Service that manage and deliver hospital, community, mental health, and ambulance services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: NHS trusts Target entity description: NHS trusts are public sector organizations within England’s National Health Service that manage and deliver hospital, community, mental health, and ambulance services.
-
A.
NHS organisations
chosen
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.
-
B.
NHS Improvement
NHS Improvement was a national healthcare body in England responsible for overseeing and supporting NHS trusts to improve the quality, efficiency, and financial sustainability of services.
-
C.
NHS Business Services Authority
The NHS Business Services Authority is a special health authority in England that provides a range of essential support services and payments for the NHS, patients, and contractors, including prescription services, dental payments, and NHS pensions administration.
-
D.
NHS England
NHS England is the national body responsible for overseeing the budget, planning, delivery, and improvement of most publicly funded healthcare services in England.
-
E.
NHS Digital
NHS Digital is the national information and technology partner to the UK’s health and care system, responsible for collecting, managing, and providing access to health and social care data in England.
- 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_69a498d77abc8190913bf57e5f51d2c4 |
completed | March 1, 2026, 7:51 p.m. |
| NER | Named-entity recognition | batch_69a4c28db5048190a279ee9882caaeaf |
completed | March 1, 2026, 10:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acde181b388190a2093f21717d5aa8 |
completed | March 8, 2026, 2:25 a.m. |
| NEDg | Description generation | batch_69ace02f7c308190820f1b2a1e2b5626 |
completed | March 8, 2026, 2:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ace0c8ac888190957e698b8b0b5984 |
completed | March 8, 2026, 2:36 a.m. |
Created at: March 1, 2026, 7:56 p.m.