Triple

T4222309
Position Surface form Disambiguated ID Type / Status
Subject No Doubt E94369 entity
Predicate hasFormerMember P1168 FINISHED
Object John Spence
John Spence was an early vocalist for the American rock band No Doubt whose energetic performances helped shape the group’s formative sound before his untimely death in 1987.
 E445183 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 Spence | Statement: [No Doubt, hasFormerMember, John Spence]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Spence
Context triple: [No Doubt, hasFormerMember, John Spence]
  • 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. Richard Suckle
    Richard Suckle is an American film producer known for his work on major studio projects, including the DC superhero film "Wonder Woman" (2017).
  • C. Richard Hiscott
    Richard Hiscott is an editor known for his work on the television series "Willow."
  • D. John Sharp
    John Sharp was an English clergyman and theologian known for his influential sermons and religious writings in the late 17th and early 18th centuries.
  • 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: John Spence
Triple: [No Doubt, hasFormerMember, John Spence]
Generated description
John Spence was an early vocalist for the American rock band No Doubt whose energetic performances helped shape the group’s formative sound before his untimely death in 1987.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Spence
Target entity description: John Spence was an early vocalist for the American rock band No Doubt whose energetic performances helped shape the group’s formative sound before his untimely death in 1987.
  • 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. Richard Suckle
    Richard Suckle is an American film producer known for his work on major studio projects, including the DC superhero film "Wonder Woman" (2017).
  • C. Richard Hiscott
    Richard Hiscott is an editor known for his work on the television series "Willow."
  • D. John Sharp
    John Sharp was an English clergyman and theologian known for his influential sermons and religious writings in the late 17th and early 18th centuries.
  • 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_69b3451997e08190851db4a9a588837d completed March 12, 2026, 10:58 p.m.
NER Named-entity recognition batch_69b34e0e06d881908e3aa8ef1a90c010 completed March 12, 2026, 11:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69b67ba3fef08190a0f92460703b0a98 completed March 15, 2026, 9:28 a.m.
NEDg Description generation batch_69b67df16bb48190a45c976ca323cf6b completed March 15, 2026, 9:37 a.m.
NED2 Entity disambiguation (via description) batch_69b67e4338888190bbd396fc94af66bc completed March 15, 2026, 9:39 a.m.
Created at: March 12, 2026, 11:04 p.m.