Triple

T991405
Position Surface form Disambiguated ID Type / Status
Subject Permanent Secretary to the Treasury E21398 entity
Predicate officeHeldBy P537 FINISHED
Object James Bowler
James Bowler is a senior British civil servant who serves as the Permanent Secretary to HM Treasury, overseeing the UK government's economic and financial administration.
E233260 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: James Bowler | Statement: [Permanent Secretary to the Treasury, officeHeldBy, James Bowler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Bowler
Context triple: [Permanent Secretary to the Treasury, officeHeldBy, James Bowler]
  • A. Richard Bristow
    Richard Bristow was a 16th-century English Catholic scholar and theologian who contributed to the development and annotation of the Douay–Rheims Bible.
  • B. Adrian Biddle
    Adrian Biddle was a British cinematographer known for his visually striking work on films such as "Aliens," "Thelma & Louise," and "The Mummy."
  • C. Andrew Humphrey
    Andrew Humphrey was a senior Royal Air Force officer who rose to become Chief of the Air Staff and later Chief of the Defence Staff in the United Kingdom.
  • D. Richard Hiscott
    Richard Hiscott is an editor known for his work on the television series "Willow."
  • E. Keith Foulke
    Keith Foulke is a former Major League Baseball relief pitcher best known as the Boston Red Sox closer who played a pivotal role in their 2004 World Series championship run.
  • 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: James Bowler
Triple: [Permanent Secretary to the Treasury, officeHeldBy, James Bowler]
Generated description
James Bowler is a senior British civil servant who serves as the Permanent Secretary to HM Treasury, overseeing the UK government's economic and financial administration.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Bowler
Target entity description: James Bowler is a senior British civil servant who serves as the Permanent Secretary to HM Treasury, overseeing the UK government's economic and financial administration.
  • A. Richard Bristow
    Richard Bristow was a 16th-century English Catholic scholar and theologian who contributed to the development and annotation of the Douay–Rheims Bible.
  • B. Adrian Biddle
    Adrian Biddle was a British cinematographer known for his visually striking work on films such as "Aliens," "Thelma & Louise," and "The Mummy."
  • C. Andrew Humphrey
    Andrew Humphrey was a senior Royal Air Force officer who rose to become Chief of the Air Staff and later Chief of the Defence Staff in the United Kingdom.
  • D. Richard Hiscott
    Richard Hiscott is an editor known for his work on the television series "Willow."
  • E. Keith Foulke
    Keith Foulke is a former Major League Baseball relief pitcher best known as the Boston Red Sox closer who played a pivotal role in their 2004 World Series championship run.
  • 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_69a493c476b48190b41fc5e793171cc6 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b4c25e5081909ff1ada6b8bf617a completed March 1, 2026, 9:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69ae3032c1588190bae02f0e2152c6f1 completed March 9, 2026, 2:28 a.m.
NEDg Description generation batch_69ae30f6b7c4819080cb7cb7adc1f6d3 completed March 9, 2026, 2:31 a.m.
NED2 Entity disambiguation (via description) batch_69ae31849d7c8190a4e3c90334bf21a5 completed March 9, 2026, 2:33 a.m.
Created at: March 1, 2026, 7:41 p.m.