Triple

T1066265
Position Surface form Disambiguated ID Type / Status
Subject Secretary of State for Health and Social Care E23216 entity
Predicate policyArea P71 FINISHED
Object NHS policy
NHS policy comprises the strategies, regulations, and priorities that govern how the United Kingdom’s National Health Service is funded, organized, and delivers healthcare services.
 E124032 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 policy | Statement: [Secretary of State for Health and Social Care, policyArea, NHS policy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: NHS policy
Context triple: [Secretary of State for Health and Social Care, policyArea, NHS policy]
  • 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. 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 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.
  • D. 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.
  • E. NHS Scotland
    NHS Scotland is the publicly funded healthcare system for Scotland, providing comprehensive medical services free at the point of use to residents.
  • 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 policy
Triple: [Secretary of State for Health and Social Care, policyArea, NHS policy]
Generated description
NHS policy comprises the strategies, regulations, and priorities that govern how the United Kingdom’s National Health Service is funded, organized, and delivers healthcare services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: NHS policy
Target entity description: NHS policy comprises the strategies, regulations, and priorities that govern how the United Kingdom’s National Health Service is funded, organized, and delivers healthcare services.
  • 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. 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 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.
  • D. 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.
  • E. NHS Scotland
    NHS Scotland is the publicly funded healthcare system for Scotland, providing comprehensive medical services free at the point of use to residents.
  • 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_69a493ee1f908190992b5f0d1b04459b completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b910c6d481909c56f961a0e8720c completed March 1, 2026, 10:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac42a336388190a6d18fda8a7a151d completed March 7, 2026, 3:22 p.m.
NEDg Description generation batch_69ac43f306e48190b94f16749f5ba0d1 completed March 7, 2026, 3:27 p.m.
NED2 Entity disambiguation (via description) batch_69ac44467c9c8190a82ea8158add468a completed March 7, 2026, 3:29 p.m.
Created at: March 1, 2026, 7:42 p.m.