Triple

T20169494
Position Surface form Disambiguated ID Type / Status
Subject Sir Malcolm Bruce E491919 entity
Predicate positionHeld P8 FINISHED
Object Liberal Democrat Environment Spokesman — 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: Liberal Democrat Environment Spokesman | Statement: [Sir Malcolm Bruce, positionHeld, Liberal Democrat Environment Spokesman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Liberal Democrat Environment Spokesman
Context triple: [Sir Malcolm Bruce, positionHeld, Liberal Democrat Environment Spokesman]
  • A. Liberal Democrat Spokesperson for Environment chosen
    The Liberal Democrat Spokesperson for Environment is a senior party role responsible for developing and promoting the Liberal Democrats’ environmental and climate policies in Parliament and public debate.
  • B. Liberal Democrat Spokesperson for Health
    The Liberal Democrat Spokesperson for Health is the party’s lead parliamentary figure responsible for developing and promoting its health and NHS policies.
  • C. Liberal Democrat Spokesperson for Trade and Industry
    The Liberal Democrat Spokesperson for Trade and Industry is a senior frontbench role in the UK Liberal Democrats responsible for developing and articulating the party’s policies on business, trade, and industrial affairs.
  • D. Shadow Secretary of State for the Environment
    The Shadow Secretary of State for the Environment is a senior opposition politician in the United Kingdom responsible for scrutinising and challenging the government’s environmental policies and proposing alternative approaches.
  • E. Shadow Minister for Environment
    The Shadow Minister for Environment is the opposition frontbench politician in Queensland responsible for scrutinising and proposing alternatives to the government’s environmental policies and legislation.
  • 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_69da6266c6888190bc1a3ecf24814d34 completed April 11, 2026, 3:01 p.m.
NER Named-entity recognition batch_69e66846f4ec81908b0dc6a6e0ec27dd completed April 20, 2026, 5:54 p.m.
Created at: April 11, 2026, 11:35 p.m.