Triple

T14576050
Position Surface form Disambiguated ID Type / Status
Subject Nick Harvey E342052 entity
Predicate positionHeld P8 FINISHED
Object 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.
 E1106078 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: Liberal Democrat Spokesperson for Trade and Industry | Statement: [Nick Harvey, positionHeld, Liberal Democrat Spokesperson for Trade and Industry]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Liberal Democrat Spokesperson for Trade and Industry
Context triple: [Nick Harvey, positionHeld, Liberal Democrat Spokesperson for Trade and Industry]
  • A. Secretary of State for Industry, Trade and Regional Development
    The Secretary of State for Industry, Trade and Regional Development was a senior UK government cabinet post responsible for overseeing national industrial policy, trade affairs, and regional economic development.
  • B. Secretary of State for Trade and Industry
    The Secretary of State for Trade and Industry was a senior UK government cabinet position responsible for national policy on business, trade, industry, and consumer affairs.
  • C. Parliamentary Secretary to the Board of Trade
    The Parliamentary Secretary to the Board of Trade was a junior ministerial role in the British government responsible for assisting in the oversight and development of trade and commercial policy.
  • D. Secretary of State for Business and Trade
    The Secretary of State for Business and Trade is a senior UK government minister responsible for national business policy, industrial strategy, and international trade.
  • E. Commissioner for Trade and Industry
    The Commissioner for Trade and Industry is a senior African Union Commission official responsible for shaping and overseeing continental policies on trade, industrialization, and economic integration among member states.
  • 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: Liberal Democrat Spokesperson for Trade and Industry
Triple: [Nick Harvey, positionHeld, Liberal Democrat Spokesperson for Trade and Industry]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Liberal Democrat Spokesperson for Trade and Industry
Target entity description: 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.
  • A. Secretary of State for Industry, Trade and Regional Development
    The Secretary of State for Industry, Trade and Regional Development was a senior UK government cabinet post responsible for overseeing national industrial policy, trade affairs, and regional economic development.
  • B. Secretary of State for Trade and Industry
    The Secretary of State for Trade and Industry was a senior UK government cabinet position responsible for national policy on business, trade, industry, and consumer affairs.
  • C. Parliamentary Secretary to the Board of Trade
    The Parliamentary Secretary to the Board of Trade was a junior ministerial role in the British government responsible for assisting in the oversight and development of trade and commercial policy.
  • D. Secretary of State for Business and Trade
    The Secretary of State for Business and Trade is a senior UK government minister responsible for national business policy, industrial strategy, and international trade.
  • E. Commissioner for Trade and Industry
    The Commissioner for Trade and Industry is a senior African Union Commission official responsible for shaping and overseeing continental policies on trade, industrialization, and economic integration among member states.
  • 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_69d822dcc6248190bed689984bceb0e2 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb3f5ec448190b2ef887fdf7b633e completed April 14, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd8ace7da48190880a736ead5c4055 completed May 8, 2026, 7:03 a.m.
NEDg Description generation batch_69fd8bb3c1188190b158d30e9c962911 completed May 8, 2026, 7:07 a.m.
NED2 Entity disambiguation (via description) batch_69fd8c6e7d448190835f87e27c998623 completed May 8, 2026, 7:10 a.m.
Created at: April 10, 2026, 1:24 a.m.