Triple

T19556187
Position Surface form Disambiguated ID Type / Status
Subject John Bercow E489317 entity
Predicate positionHeld P8 FINISHED
Object Shadow Secretary of State for International Development — NE NERFINISHED

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: [John Bercow, 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: [John Bercow, 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. Minister of State for International Development
    The Minister of State for International Development is a senior UK government minister responsible for overseeing overseas aid policy and the country’s international development programs.
  • C. Parliamentary Under-Secretary of State for International Development
    The Parliamentary Under-Secretary of State for International Development is a junior UK government minister responsible for assisting in the formulation and delivery of the country’s international aid and development policy.
  • D. 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).
  • E. Permanent Secretary of the Department for International Development
    The Permanent Secretary of the Department for International Development was the most senior civil servant leading the UK government department responsible for overseas aid and international development policy.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

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_69d8e8dc5d8c8190a6d7bd8864f43ca0 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e63d341d708190b8ef35822f8bfe7c completed April 20, 2026, 2:50 p.m.
Created at: April 10, 2026, 1:42 p.m.