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.