Triple

T22240523
Position Surface form Disambiguated ID Type / Status
Subject Area Health Authorities E549705 entity
Predicate operatedIn P40 FINISHED
Object NHS community health sector
The NHS community health sector is the part of England’s National Health Service that delivers non-hospital services such as district nursing, health visiting, and community-based therapies to people in their homes and local settings.
E1526524 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 community health sector | Statement: [Area Health Authorities, operatedIn, NHS community health sector]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: NHS community health sector
Context triple: [Area Health Authorities, operatedIn, NHS community health sector]
  • 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 England
    NHS England is the national body responsible for overseeing the budget, planning, delivery, and improvement of most publicly funded healthcare services in England.
  • D. NHS workforce
    The NHS workforce comprises the doctors, nurses, allied health professionals, support staff, and managers employed across the United Kingdom’s National Health Service to deliver publicly funded healthcare.
  • E. NHS Employers
    NHS Employers is an organization that represents and supports National Health Service employers in the UK on workforce, employment, and HR issues.
  • 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 community health sector
Triple: [Area Health Authorities, operatedIn, NHS community health sector]
Generated description
The NHS community health sector is the part of England’s National Health Service that delivers non-hospital services such as district nursing, health visiting, and community-based therapies to people in their homes and local settings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: NHS community health sector
Target entity description: The NHS community health sector is the part of England’s National Health Service that delivers non-hospital services such as district nursing, health visiting, and community-based therapies to people in their homes and local settings.
  • 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 England
    NHS England is the national body responsible for overseeing the budget, planning, delivery, and improvement of most publicly funded healthcare services in England.
  • D. NHS workforce
    The NHS workforce comprises the doctors, nurses, allied health professionals, support staff, and managers employed across the United Kingdom’s National Health Service to deliver publicly funded healthcare.
  • E. NHS Employers
    NHS Employers is an organization that represents and supports National Health Service employers in the UK on workforce, employment, and HR issues.
  • 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_69e11e4102b881909cf47d3768e25c19 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f132140ed481909ab0d4022756a4ba completed April 28, 2026, 10:17 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0ab658d0bc81909f2b828296b20068 completed May 18, 2026, 6:48 a.m.
NEDg Description generation batch_6a0ab6ec0b5c819091e5c71354fef0b6 completed May 18, 2026, 6:51 a.m.
NED2 Entity disambiguation (via description) batch_6a0ab7bb6fbc81909e54be3d1ae98cbf completed May 18, 2026, 6:54 a.m.
Created at: April 16, 2026, 8:38 p.m.