Triple

T22665255
Position Surface form Disambiguated ID Type / Status
Subject Everton F.C. youth academy E559766 entity
Predicate notableAlumnus P304 FINISHED
Object James Vaughan
James Vaughan is an English former professional footballer best known as a striker who became the Premier League’s youngest-ever goalscorer while at Everton.
 E1549720 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 Vaughan | Statement: [Everton F.C. youth academy, notableAlumnus, James Vaughan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James Vaughan
Context triple: [Everton F.C. youth academy, notableAlumnus, James Vaughan]
  • A. Frederick Vane
    Frederick Vane was an 18th-century British politician who served as a Member of Parliament and was associated with the Whig party.
  • B. John Varn
    John Varn is a musician best known as a member of the punk rock band The Groovie Ghoulies.
  • C. John Vere
    John Vere was a member of the prominent Vere family of English nobility, related to the Elizabethan military commander Sir Francis Vere.
  • D. John Vassall
    John Vassall was a British civil servant who became notorious as a Soviet spy during the Cold War after being blackmailed over his homosexuality.
  • E. Alexander Barclay
    Alexander Barclay was a Scottish-born English poet and clergyman of the early 16th century, best known for his satirical work "The Ship of Fools."
  • 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 Vaughan
Triple: [Everton F.C. youth academy, notableAlumnus, James Vaughan]
Generated description
James Vaughan is an English former professional footballer best known as a striker who became the Premier League’s youngest-ever goalscorer while at Everton.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James Vaughan
Target entity description: James Vaughan is an English former professional footballer best known as a striker who became the Premier League’s youngest-ever goalscorer while at Everton.
  • A. Frederick Vane
    Frederick Vane was an 18th-century British politician who served as a Member of Parliament and was associated with the Whig party.
  • B. John Varn
    John Varn is a musician best known as a member of the punk rock band The Groovie Ghoulies.
  • C. John Vere
    John Vere was a member of the prominent Vere family of English nobility, related to the Elizabethan military commander Sir Francis Vere.
  • D. John Vassall
    John Vassall was a British civil servant who became notorious as a Soviet spy during the Cold War after being blackmailed over his homosexuality.
  • E. Alexander Barclay
    Alexander Barclay was a Scottish-born English poet and clergyman of the early 16th century, best known for his satirical work "The Ship of Fools."
  • 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_69e2454a158c819093b8e35f5045efb6 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f1781b3dbc8190a312843cf8c1bfc6 completed April 29, 2026, 3:16 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b73e5fe208190b46cd7956dc4640a completed May 18, 2026, 8:17 p.m.
NEDg Description generation batch_6a0b79cc34948190985f71a825fef91d completed May 18, 2026, 8:42 p.m.
NED2 Entity disambiguation (via description) batch_6a0b7a57b09c819094bab59c7efa84b2 completed May 18, 2026, 8:45 p.m.
Created at: April 17, 2026, 3:08 p.m.