Triple

T2755301
Position Surface form Disambiguated ID Type / Status
Subject The Four Tops E61085 entity
Predicate member P10 FINISHED
Object Levi Stubbs
Levi Stubbs was the powerful lead vocalist of the Motown group The Four Tops, renowned for his emotive baritone voice on hits like "Reach Out I'll Be There" and "I Can't Help Myself (Sugar Pie Honey Bunch)."
E296314 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: Levi Stubbs | Statement: [The Four Tops, member, Levi Stubbs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Levi Stubbs
Context triple: [The Four Tops, member, Levi Stubbs]
  • A. David Ruffin
    David Ruffin was an American soul singer best known as the charismatic lead vocalist of The Temptations during their classic Motown era, lending his voice to hits like "My Girl."
  • B. Otis Williams
    Otis Williams is an American baritone singer and founding member of the legendary Motown vocal group The Temptations.
  • C. Dennis Edwards
    Dennis Edwards was an American soul and R&B singer best known as a lead vocalist for The Temptations during their late-1960s and 1970s psychedelic soul era.
  • D. Eddie Kendricks
    Eddie Kendricks was an American singer and founding member of The Temptations, renowned for his distinctive falsetto lead vocals on many of the group's classic Motown hits.
  • E. Smokey Robinson
    Smokey Robinson is an influential American singer, songwriter, and record producer, best known as a defining figure of Motown and a pioneer of soul and R&B music.
  • 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: Levi Stubbs
Triple: [The Four Tops, member, Levi Stubbs]
Generated description
Levi Stubbs was the powerful lead vocalist of the Motown group The Four Tops, renowned for his emotive baritone voice on hits like "Reach Out I'll Be There" and "I Can't Help Myself (Sugar Pie Honey Bunch)."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Levi Stubbs
Target entity description: Levi Stubbs was the powerful lead vocalist of the Motown group The Four Tops, renowned for his emotive baritone voice on hits like "Reach Out I'll Be There" and "I Can't Help Myself (Sugar Pie Honey Bunch)."
  • A. David Ruffin
    David Ruffin was an American soul singer best known as the charismatic lead vocalist of The Temptations during their classic Motown era, lending his voice to hits like "My Girl."
  • B. Otis Williams
    Otis Williams is an American baritone singer and founding member of the legendary Motown vocal group The Temptations.
  • C. Dennis Edwards
    Dennis Edwards was an American soul and R&B singer best known as a lead vocalist for The Temptations during their late-1960s and 1970s psychedelic soul era.
  • D. Eddie Kendricks
    Eddie Kendricks was an American singer and founding member of The Temptations, renowned for his distinctive falsetto lead vocals on many of the group's classic Motown hits.
  • E. Smokey Robinson
    Smokey Robinson is an influential American singer, songwriter, and record producer, best known as a defining figure of Motown and a pioneer of soul and R&B music.
  • 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_69ab4b7a85bc819094a349b84beb1f2c completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdb718f4c8190bfc34c6597163ebc completed March 7, 2026, 8:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc040c5f08190898e81938afe6884 completed March 10, 2026, 6:54 a.m.
NEDg Description generation batch_69afc0c3db88819094cb835ce9401f03 completed March 10, 2026, 6:57 a.m.
NED2 Entity disambiguation (via description) batch_69afc1213c008190beb7e65eadc97ed5 completed March 10, 2026, 6:58 a.m.
Created at: March 6, 2026, 9:56 p.m.