Triple
T4408704
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Secretary of State for Business, Innovation and Skills |
E94797
|
entity |
| Predicate | officeHeldBy |
P537
|
FINISHED |
| Object |
John Hutton
John Hutton is a British Labour politician who held several senior cabinet posts, including roles overseeing business and economic policy, during the 2000s.
|
E443715
|
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: John Hutton | Statement: [Secretary of State for Business, Innovation and Skills, officeHeldBy, John Hutton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Hutton Context triple: [Secretary of State for Business, Innovation and Skills, officeHeldBy, John Hutton]
-
A.
William Mackenzie
William Mackenzie is a Canadian businessman best known as a co-founder of the global alternative asset management firm Brookfield Asset Management.
-
B.
John MacLeod
John MacLeod was an American basketball coach best known for leading the Phoenix Suns to multiple playoff appearances, including a trip to the 1976 NBA Finals.
-
C.
James Ramsay
James Ramsay was an 18th-century Anglican clergyman and prominent British abolitionist who campaigned vigorously against the transatlantic slave trade.
-
D.
Thomas Urquhart
Thomas Urquhart was a 17th-century Scottish writer, translator, and eccentric known for his elaborate prose and early English translation of Rabelais.
-
E.
William McGillivray
William McGillivray was a prominent Canadian fur trader and businessman who became a leading figure in the North West Company during the late 18th and early 19th centuries.
- 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: John Hutton Triple: [Secretary of State for Business, Innovation and Skills, officeHeldBy, John Hutton]
Generated description
John Hutton is a British Labour politician who held several senior cabinet posts, including roles overseeing business and economic policy, during the 2000s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Hutton Target entity description: John Hutton is a British Labour politician who held several senior cabinet posts, including roles overseeing business and economic policy, during the 2000s.
-
A.
William Mackenzie
William Mackenzie is a Canadian businessman best known as a co-founder of the global alternative asset management firm Brookfield Asset Management.
-
B.
John MacLeod
John MacLeod was an American basketball coach best known for leading the Phoenix Suns to multiple playoff appearances, including a trip to the 1976 NBA Finals.
-
C.
James Ramsay
James Ramsay was an 18th-century Anglican clergyman and prominent British abolitionist who campaigned vigorously against the transatlantic slave trade.
-
D.
Thomas Urquhart
Thomas Urquhart was a 17th-century Scottish writer, translator, and eccentric known for his elaborate prose and early English translation of Rabelais.
-
E.
William McGillivray
William McGillivray was a prominent Canadian fur trader and businessman who became a leading figure in the North West Company during the late 18th and early 19th centuries.
- 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_69b34539638c8190abfea3eb29425210 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3548cb92881908a3f98466da8e0a2 |
completed | March 13, 2026, 12:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6374a22c88190ba36ddb180634573 |
completed | March 15, 2026, 4:36 a.m. |
| NEDg | Description generation | batch_69b6384b32c08190969a892ccc135b2f |
completed | March 15, 2026, 4:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b63c3585b08190ab6837ffdb6db73e |
completed | March 15, 2026, 4:57 a.m. |
Created at: March 12, 2026, 11:28 p.m.