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.