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.