Triple

T417293
Position Surface form Disambiguated ID Type / Status
Subject Andy Burnham E8021 entity
Predicate positionHeld P8 FINISHED
Object Shadow Secretary of State for Health
The Shadow Secretary of State for Health is the UK opposition frontbench politician responsible for scrutinising government health policy and presenting alternative proposals on healthcare and the National Health Service.
E53061 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: Shadow Secretary of State for Health | Statement: [Andy Burnham, positionHeld, Shadow Secretary of State for Health]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shadow Secretary of State for Health
Context triple: [Andy Burnham, positionHeld, Shadow Secretary of State for Health]
  • A. Secretary of State for Health and Social Care
    The Secretary of State for Health and Social Care is the UK government minister responsible for national health policy, the healthcare system, and social care services in England.
  • B. Minister of Health (Northern Ireland)
    The Minister of Health (Northern Ireland) is the Northern Ireland Executive’s senior government official responsible for overseeing health and social care policy and services in Northern Ireland.
  • C. Deputy Assistant Secretary for Health, U.S. Department of Health and Human Services
    The Deputy Assistant Secretary for Health in the U.S. Department of Health and Human Services is a senior federal health policy and leadership role that supports the Assistant Secretary for Health in overseeing national public health initiatives and programs.
  • D. Deputy Surgeon General of the United States
    The Deputy Surgeon General of the United States is the second-highest-ranking officer in the U.S. Public Health Service Commissioned Corps, assisting in overseeing national public health initiatives and representing the Surgeon General when needed.
  • E. Deputy Speaker of the House of Commons
    The Deputy Speaker of the House of Commons is a senior presiding officer who assists and stands in for the Speaker in managing debates and maintaining order in the UK’s lower parliamentary chamber.
  • 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: Shadow Secretary of State for Health
Triple: [Andy Burnham, positionHeld, Shadow Secretary of State for Health]
Generated description
The Shadow Secretary of State for Health is the UK opposition frontbench politician responsible for scrutinising government health policy and presenting alternative proposals on healthcare and the National Health Service.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shadow Secretary of State for Health
Target entity description: The Shadow Secretary of State for Health is the UK opposition frontbench politician responsible for scrutinising government health policy and presenting alternative proposals on healthcare and the National Health Service.
  • A. Secretary of State for Health and Social Care
    The Secretary of State for Health and Social Care is the UK government minister responsible for national health policy, the healthcare system, and social care services in England.
  • B. Minister of Health (Northern Ireland)
    The Minister of Health (Northern Ireland) is the Northern Ireland Executive’s senior government official responsible for overseeing health and social care policy and services in Northern Ireland.
  • C. Deputy Assistant Secretary for Health, U.S. Department of Health and Human Services
    The Deputy Assistant Secretary for Health in the U.S. Department of Health and Human Services is a senior federal health policy and leadership role that supports the Assistant Secretary for Health in overseeing national public health initiatives and programs.
  • D. Deputy Surgeon General of the United States
    The Deputy Surgeon General of the United States is the second-highest-ranking officer in the U.S. Public Health Service Commissioned Corps, assisting in overseeing national public health initiatives and representing the Surgeon General when needed.
  • E. Deputy Speaker of the House of Commons
    The Deputy Speaker of the House of Commons is a senior presiding officer who assists and stands in for the Speaker in managing debates and maintaining order in the UK’s lower parliamentary chamber.
  • 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_69a2e7f1d1bc81909cf2dc9754a3c334 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ee9059248190ba901680431914b5 completed Feb. 28, 2026, 1:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69a42543e3ec81908a56075495b1279f completed March 1, 2026, 11:38 a.m.
NEDg Description generation batch_69a425c76efc81909af302d129547b16 completed March 1, 2026, 11:40 a.m.
NED2 Entity disambiguation (via description) batch_69a4261ecbfc819084d9d3d5a352b5cc completed March 1, 2026, 11:42 a.m.
Created at: Feb. 28, 2026, 1:11 p.m.