Triple

T19367904
Position Surface form Disambiguated ID Type / Status
Subject Richard Lochhead E484450 entity
Predicate positionHeld P8 FINISHED
Object Minister for Just Transition, Employment and Fair Work NE NERFINISHED

How this triple was built (3 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: Minister for Just Transition, Employment and Fair Work | Statement: [Richard Lochhead, positionHeld, Minister for Just Transition, Employment and Fair Work]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Minister for Just Transition, Employment and Fair Work
Context triple: [Richard Lochhead, positionHeld, Minister for Just Transition, Employment and Fair Work]
  • A. Cabinet Secretary for Economy, Jobs and Fair Work
    The Cabinet Secretary for Economy, Jobs and Fair Work was a senior Scottish Government ministerial post responsible for economic policy, employment, and promoting fair work practices across Scotland.
  • B. Minister for Employment and Workplace Relations (Australia)
    The Minister for Employment and Workplace Relations (Australia) is a senior Australian government cabinet role responsible for national policies on jobs, industrial relations, and workplace standards.
  • C. Shadow Minister for Employment
    The Shadow Minister for Employment is a senior opposition frontbench role in Queensland responsible for scrutinising government employment policies and proposing alternative job and workplace initiatives.
  • D. Minister of State for Employment
    The Minister of State for Employment is a UK government ministerial role responsible for national employment policy, jobcentres, and labour market programs within the Department for Work and Pensions.
  • E. Minister of Labour and Social Policies
    The Minister of Labour and Social Policies is the Italian government official responsible for employment policy, labor relations, social welfare, and related social security measures.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Minister for Just Transition, Employment and Fair Work
Target entity description: The Minister for Just Transition, Employment and Fair Work is a Scottish Government ministerial post responsible for overseeing fair and sustainable economic transition, labor policy, and workers’ rights in Scotland.
  • A. Cabinet Secretary for Economy, Jobs and Fair Work
    The Cabinet Secretary for Economy, Jobs and Fair Work was a senior Scottish Government ministerial post responsible for economic policy, employment, and promoting fair work practices across Scotland.
  • B. Minister for Employment and Workplace Relations (Australia)
    The Minister for Employment and Workplace Relations (Australia) is a senior Australian government cabinet role responsible for national policies on jobs, industrial relations, and workplace standards.
  • C. Shadow Minister for Employment
    The Shadow Minister for Employment is a senior opposition frontbench role in Queensland responsible for scrutinising government employment policies and proposing alternative job and workplace initiatives.
  • D. Minister of State for Employment
    The Minister of State for Employment is a UK government ministerial role responsible for national employment policy, jobcentres, and labour market programs within the Department for Work and Pensions.
  • E. Minister of Labour and Social Policies
    The Minister of Labour and Social Policies is the Italian government official responsible for employment policy, labor relations, social welfare, and related social security measures.
  • F. None of above. chosen

Provenance (2 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_69d8e8d305088190ad13571532aa454c completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e619adac8881909136c50351f3683d completed April 20, 2026, 12:18 p.m.
Created at: April 10, 2026, 1:35 p.m.