Triple

T1528601
Position Surface form Disambiguated ID Type / Status
Subject Nick Bostrom E32389 entity
Predicate doctoralAdvisor P167 FINISHED
Object John Broome
John Broome is a British philosopher and economist known for his influential work on ethics, rationality, and climate change.
 E228657 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 Broome | Statement: [Nick Bostrom, doctoralAdvisor, John Broome]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Broome
Context triple: [Nick Bostrom, doctoralAdvisor, John Broome]
  • A. Nicholas Beauman
    Nicholas Beauman is a British editor and publisher known for championing and reissuing neglected literary works, particularly through the imprint Persephone Books.
  • B. George Boyne
    George Boyne is a British academic and university leader who serves as Principal and Vice-Chancellor of the University of Aberdeen.
  • C. Steven Pemberton
    Steven Pemberton is a British computer scientist and software engineer known for his work on programming languages, web standards, and contributions to the development of ABC and early Python influences.
  • D. Frank Greystock
    Frank Greystock is a central figure in Anthony Trollope’s Palliser novel "The Eustace Diamonds," portrayed as an ambitious yet morally conflicted politician entangled in complex romantic and social obligations.
  • E. James Burrough
    James Burrough was an 18th-century English architect and academic at the University of Cambridge, known for helping shape the university’s neoclassical architectural style.
  • 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 Broome
Triple: [Nick Bostrom, doctoralAdvisor, John Broome]
Generated description
John Broome is a British philosopher and economist known for his influential work on ethics, rationality, and climate change.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Broome
Target entity description: John Broome is a British philosopher and economist known for his influential work on ethics, rationality, and climate change.
  • A. Nicholas Beauman
    Nicholas Beauman is a British editor and publisher known for championing and reissuing neglected literary works, particularly through the imprint Persephone Books.
  • B. George Boyne
    George Boyne is a British academic and university leader who serves as Principal and Vice-Chancellor of the University of Aberdeen.
  • C. Steven Pemberton
    Steven Pemberton is a British computer scientist and software engineer known for his work on programming languages, web standards, and contributions to the development of ABC and early Python influences.
  • D. Frank Greystock
    Frank Greystock is a central figure in Anthony Trollope’s Palliser novel "The Eustace Diamonds," portrayed as an ambitious yet morally conflicted politician entangled in complex romantic and social obligations.
  • E. James Burrough
    James Burrough was an 18th-century English architect and academic at the University of Cambridge, known for helping shape the university’s neoclassical architectural style.
  • 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_69a885e9b0ac819093a9806ad0efc82c completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a90812cb1c819099e7ad48fedcbe94 completed March 5, 2026, 4:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae1fb455888190a1408a25b93a70ce completed March 9, 2026, 1:17 a.m.
NEDg Description generation batch_69ae20cb479c8190853d0d954af16887 completed March 9, 2026, 1:22 a.m.
NED2 Entity disambiguation (via description) batch_69ae21614e74819093617a355f0857c8 completed March 9, 2026, 1:24 a.m.
Created at: March 4, 2026, 7:26 p.m.