Triple

T5344982
Position Surface form Disambiguated ID Type / Status
Subject NHS policy E124032 entity
Predicate implementedThrough P1417 FINISHED
Object NHS Outcomes Framework (historical)
The NHS Outcomes Framework (historical) was a national system of indicators used to measure and improve the quality and outcomes of healthcare services in England’s National Health Service.
 E513118 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 Outcomes Framework (historical) | Statement: [NHS policy, implementedThrough, NHS Outcomes Framework (historical)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: NHS Outcomes Framework (historical)
Context triple: [NHS policy, implementedThrough, NHS Outcomes Framework (historical)]
  • A. 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.
  • B. 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.
  • C. NDC Outcomes Document
    The NDC Outcomes Document is the comprehensive political roadmap produced by Yemen’s National Dialogue Conference, outlining proposed constitutional, governance, and reform frameworks intended to guide the country’s post-conflict transition.
  • D. NHS Act 2006
    The NHS Act 2006 is a key piece of UK legislation that sets out the legal framework, duties, and powers underpinning the operation and governance of the National Health Service in England.
  • E. Integrated Care Systems in England
    Integrated Care Systems in England are regional partnerships that bring together NHS organizations, local authorities, and other stakeholders to plan and deliver coordinated health and care services for their populations.
  • 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 Outcomes Framework (historical)
Triple: [NHS policy, implementedThrough, NHS Outcomes Framework (historical)]
Generated description
The NHS Outcomes Framework (historical) was a national system of indicators used to measure and improve the quality and outcomes of healthcare services in England’s National Health Service.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: NHS Outcomes Framework (historical)
Target entity description: The NHS Outcomes Framework (historical) was a national system of indicators used to measure and improve the quality and outcomes of healthcare services in England’s National Health Service.
  • A. 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.
  • B. 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.
  • C. NDC Outcomes Document
    The NDC Outcomes Document is the comprehensive political roadmap produced by Yemen’s National Dialogue Conference, outlining proposed constitutional, governance, and reform frameworks intended to guide the country’s post-conflict transition.
  • D. NHS Act 2006
    The NHS Act 2006 is a key piece of UK legislation that sets out the legal framework, duties, and powers underpinning the operation and governance of the National Health Service in England.
  • E. Integrated Care Systems in England
    Integrated Care Systems in England are regional partnerships that bring together NHS organizations, local authorities, and other stakeholders to plan and deliver coordinated health and care services for their populations.
  • 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_69bd464be27081908807b40b75c1bbae completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd85ea5e748190a9943de794e5c1ec completed March 20, 2026, 5:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf21c95ed0819084a9cdcaf5148988 completed March 21, 2026, 10:55 p.m.
NEDg Description generation batch_69bf2236219c8190bd5c439ea13ea83a completed March 21, 2026, 10:56 p.m.
NED2 Entity disambiguation (via description) batch_69bf229a0ad88190b7edc02a98f5fe31 completed March 21, 2026, 10:58 p.m.
Created at: March 20, 2026, 2:01 p.m.