Triple

T2606348
Position Surface form Disambiguated ID Type / Status
Subject Integrated Care Boards E58666 entity
Predicate allocatesBudgetTo P9888 FINISHED
Object NHS trusts
NHS trusts are public healthcare organizations within England’s National Health Service responsible for delivering hospital, community, mental health, and ambulance services.
E918 NE FINISHED

How this triple was built (5 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: [Integrated Care Boards, allocatesBudgetTo, NHS trusts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: NHS trusts
Context triple: [Integrated Care Boards, allocatesBudgetTo, 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. Northern Health and Social Care Trust
    Northern Health and Social Care Trust is a regional organisation in Northern Ireland responsible for delivering integrated health and social care services to people in the northern area.
  • D. 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.
  • E. Western Health and Social Care Trust
    Western Health and Social Care Trust is a regional public body in Northern Ireland responsible for delivering integrated health and social care services across the western area.
  • 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: [Integrated Care Boards, allocatesBudgetTo, NHS trusts]
Generated description
NHS trusts are public healthcare organizations within England’s National Health Service responsible for delivering 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 healthcare organizations within England’s National Health Service responsible for delivering 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. Northern Health and Social Care Trust
    Northern Health and Social Care Trust is a regional organisation in Northern Ireland responsible for delivering integrated health and social care services to people in the northern area.
  • D. 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.
  • E. Western Health and Social Care Trust
    Western Health and Social Care Trust is a regional public body in Northern Ireland responsible for delivering integrated health and social care services across the western area.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: allocatesBudgetTo
Context triple: [Integrated Care Boards, allocatesBudgetTo, NHS trusts]
  • A. budgetFrom
    Indicates that a budget or funding allocation originates from or is provided by a particular source.
  • B. budgetUnit
    Indicates that one entity functions as the budgetary unit or cost-accounting unit associated with another entity within a financial or organizational context.
  • C. budgetRight chosen
    Indicates that an entity has the authority, responsibility, or entitlement to allocate, manage, or decide on the use of a specified budget or financial resources.
  • D. budgetType
    Indicates the classification or category of a budget associated with an entity or financial activity.
  • E. budgetFunction
    Indicates a relationship where a specific budgeting rule or formula determines how resources or funds are allocated or constrained for an entity or activity.
  • F. None of above.

Provenance (6 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_69ab4ac3523881909679750c9f8c2dec completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd8def9bc8190b2e013abffc7b191 completed March 7, 2026, 7:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69af98b250548190ad5226f2a2937a58 completed March 10, 2026, 4:06 a.m.
NEDg Description generation batch_69af99aa962081909c575f132bfbf7ad completed March 10, 2026, 4:10 a.m.
NED2 Entity disambiguation (via description) batch_69af9a0a6efc819081602372e406c4e2 completed March 10, 2026, 4:11 a.m.
PD Predicate disambiguation batch_69abd80ab7248190ba06ba14fe4c5638 completed March 7, 2026, 7:47 a.m.
Created at: March 6, 2026, 9:49 p.m.