Triple

T3539969
Position Surface form Disambiguated ID Type / Status
Subject Conservative–Liberal Democrat coalition government E74859 entity
Predicate businessSecretary P4395 FINISHED
Object Vince Cable
Vince Cable is a British Liberal Democrat politician and economist who served as the UK's Business Secretary and later as leader of the Liberal Democrats.
E370849 NE FINISHED

How this triple was built (5 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: Vince Cable | Statement: [Conservative–Liberal Democrat coalition government, businessSecretary, Vince Cable]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Vince Cable
Context triple: [Conservative–Liberal Democrat coalition government, businessSecretary, Vince Cable]
  • A. Ed Balls
    Ed Balls is a British Labour Party politician and economist who served as a senior cabinet minister and Shadow Chancellor of the Exchequer.
  • B. Nick Clegg
    Nick Clegg is a British politician and former Deputy Prime Minister of the United Kingdom who led the Liberal Democrats and later became a senior executive at Meta (Facebook).
  • C. David Lidington
    David Lidington is a British Conservative politician who served as a senior cabinet minister, including as de facto Deputy Prime Minister under Theresa May.
  • D. Roy Jenkins
    Roy Jenkins was a prominent British politician and statesman, known for serving as Home Secretary, President of the European Commission, and later as a leading figure in the breakaway centrist movement that reshaped UK politics in the early 1980s.
  • E. Kevin Bartlett
    Kevin Bartlett is a legendary Australian rules footballer and coach best known for his prolific goal-kicking and long career with the Richmond Football Club in the VFL/AFL.
  • 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: Vince Cable
Triple: [Conservative–Liberal Democrat coalition government, businessSecretary, Vince Cable]
Generated description
Vince Cable is a British Liberal Democrat politician and economist who served as the UK's Business Secretary and later as leader of the Liberal Democrats.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Vince Cable
Target entity description: Vince Cable is a British Liberal Democrat politician and economist who served as the UK's Business Secretary and later as leader of the Liberal Democrats.
  • A. Ed Balls
    Ed Balls is a British Labour Party politician and economist who served as a senior cabinet minister and Shadow Chancellor of the Exchequer.
  • B. Nick Clegg
    Nick Clegg is a British politician and former Deputy Prime Minister of the United Kingdom who led the Liberal Democrats and later became a senior executive at Meta (Facebook).
  • C. David Lidington
    David Lidington is a British Conservative politician who served as a senior cabinet minister, including as de facto Deputy Prime Minister under Theresa May.
  • D. Roy Jenkins
    Roy Jenkins was a prominent British politician and statesman, known for serving as Home Secretary, President of the European Commission, and later as a leading figure in the breakaway centrist movement that reshaped UK politics in the early 1980s.
  • E. Kevin Bartlett
    Kevin Bartlett is a legendary Australian rules footballer and coach best known for his prolific goal-kicking and long career with the Richmond Football Club in the VFL/AFL.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: businessSecretary
Context triple: [Conservative–Liberal Democrat coalition government, businessSecretary, Vince Cable]
  • A. businessManager
    Indicates that one entity serves as the business manager, overseeing and handling business affairs or operations, for another entity.
  • B. businessBase
    Indicates that one entity serves as the primary business foundation, core location, or main operational base for another entity.
  • C. serviceSecretary chosen
    Indicates that one entity serves in the role of secretary for another entity.
  • D. businessFunction
    Indicates the specific role, activity, or operational function that an entity performs within a business context.
  • E. respondentBusiness
    Indicates that a business entity is the one providing answers or participating as the responding party in a survey, form, or legal/administrative process.
  • F. None of above.

Provenance (6 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_69ad85d274cc8190ab59c97298a1cfbf completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbccbbb5c8190a951754dda5fc642 completed March 8, 2026, 6:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69b402dbd7d08190b7b220aa8c7caac6 completed March 13, 2026, 12:28 p.m.
NEDg Description generation batch_69b4036178ec8190a70cd5dc75f9f389 completed March 13, 2026, 12:30 p.m.
NED2 Entity disambiguation (via description) batch_69b4086ab034819086c5fa7d4b172d75 completed March 13, 2026, 12:51 p.m.
PD Predicate disambiguation batch_69adae15749881909b847c6ca73c934e completed March 8, 2026, 5:12 p.m.
Created at: March 8, 2026, 3:20 p.m.