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.