Triple

T14534810
Position Surface form Disambiguated ID Type / Status
Subject Jim Murphy E341013 entity
Predicate positionHeld P8 FINISHED
Object Shadow Secretary of State for International Development E914613 NE FINISHED

How this triple was built (2 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 International Development | Statement: [Jim Murphy, positionHeld, Shadow Secretary of State for International Development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shadow Secretary of State for International Development
Context triple: [Jim Murphy, positionHeld, Shadow Secretary of State for International Development]
  • A. Shadow Minister for International Development chosen
    The Shadow Minister for International Development is a UK opposition frontbench role responsible for scrutinising government policy on overseas aid and development and proposing alternative approaches.
  • B. Secretary of State for International Development
    The Secretary of State for International Development was the UK government minister responsible for overseeing foreign aid, international development policy, and the Department for International Development (DFID).
  • C. Secretary of State for Foreign, Commonwealth and Development Affairs
    The Secretary of State for Foreign, Commonwealth and Development Affairs is the United Kingdom’s senior government minister responsible for overseeing foreign policy, international relations, and overseas development.
  • D. Parliamentary Under-Secretary of State for Foreign and Commonwealth Affairs
    The Parliamentary Under-Secretary of State for Foreign and Commonwealth Affairs is a junior ministerial role in the UK government responsible for assisting senior foreign office ministers in managing aspects of the country’s foreign relations and diplomatic policy.
  • 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.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d822dac79c8190a84a073f3cbaced5 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb1b9d39881908c7a3a5b17d432af completed April 14, 2026, 9:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd7a589d488190b4a192f33d11092d completed May 8, 2026, 5:53 a.m.
Created at: April 10, 2026, 1:22 a.m.