Triple

T18179902
Position Surface form Disambiguated ID Type / Status
Subject Shadow Secretary of State for Work and Pensions E435253 entity
Predicate oversees P46 FINISHED
Object Shadow Department for Work and Pensions team
The Shadow Department for Work and Pensions team is the opposition frontbench group responsible for scrutinising and challenging the UK government’s welfare and pensions policies and proposing alternative approaches.
E1311864 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 Department for Work and Pensions team | Statement: [Shadow Secretary of State for Work and Pensions, oversees, Shadow Department for Work and Pensions team]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shadow Department for Work and Pensions team
Context triple: [Shadow Secretary of State for Work and Pensions, oversees, Shadow Department for Work and Pensions team]
  • A. Department for Work and Pensions
    The Department for Work and Pensions is the United Kingdom government department responsible for welfare, pensions, and employment policy and services.
  • B. Ministers of State at the Department for Work and Pensions
    Ministers of State at the Department for Work and Pensions are senior UK government ministers who support the Secretary of State in overseeing welfare, pensions, and employment policy and administration.
  • C. Parliamentary Under-Secretaries of State at the Department for Work and Pensions
    Parliamentary Under-Secretaries of State at the Department for Work and Pensions are junior UK government ministers who support senior DWP leadership by handling specific policy areas and departmental responsibilities.
  • D. Department of Health and Social Security
    The Department of Health and Social Security was a former UK government department responsible for overseeing both national health services and social welfare provision.
  • E. Shadow Secretary of State for Work and Pensions
    The Shadow Secretary of State for Work and Pensions is the UK opposition frontbench politician responsible for scrutinising and challenging the government’s welfare, pensions, and social security policies.
  • 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 Department for Work and Pensions team
Triple: [Shadow Secretary of State for Work and Pensions, oversees, Shadow Department for Work and Pensions team]
Generated description
The Shadow Department for Work and Pensions team is the opposition frontbench group responsible for scrutinising and challenging the UK government’s welfare and pensions policies and proposing alternative approaches.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shadow Department for Work and Pensions team
Target entity description: The Shadow Department for Work and Pensions team is the opposition frontbench group responsible for scrutinising and challenging the UK government’s welfare and pensions policies and proposing alternative approaches.
  • A. Department for Work and Pensions
    The Department for Work and Pensions is the United Kingdom government department responsible for welfare, pensions, and employment policy and services.
  • B. Ministers of State at the Department for Work and Pensions
    Ministers of State at the Department for Work and Pensions are senior UK government ministers who support the Secretary of State in overseeing welfare, pensions, and employment policy and administration.
  • C. Parliamentary Under-Secretaries of State at the Department for Work and Pensions
    Parliamentary Under-Secretaries of State at the Department for Work and Pensions are junior UK government ministers who support senior DWP leadership by handling specific policy areas and departmental responsibilities.
  • D. Department of Health and Social Security
    The Department of Health and Social Security was a former UK government department responsible for overseeing both national health services and social welfare provision.
  • E. Shadow Secretary of State for Work and Pensions
    The Shadow Secretary of State for Work and Pensions is the UK opposition frontbench politician responsible for scrutinising and challenging the government’s welfare, pensions, and social security policies.
  • 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_69d8b90c7ec081909b4694ccecb449c6 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4dff9aad081909cc7eed2b64828f2 completed April 19, 2026, 2 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0397ff48a081908d0454144a8f5076 completed May 12, 2026, 9:13 p.m.
NEDg Description generation batch_6a039917de7481909296e06af3a201f5 completed May 12, 2026, 9:18 p.m.
NED2 Entity disambiguation (via description) batch_6a039976d32c8190a1ea97d4a21b2799 completed May 12, 2026, 9:19 p.m.
Created at: April 10, 2026, 10:31 a.m.