Triple

T12403335
Position Surface form Disambiguated ID Type / Status
Subject Lawrence Payton E296315 entity
Predicate formedGroupWith P80042 FINISHED
Object Levi Stubbs E296314 NE FINISHED

How this triple was built (3 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: [Lawrence Payton, formedGroupWith, Levi Stubbs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Levi Stubbs
Context triple: [Lawrence Payton, formedGroupWith, Levi Stubbs]
  • A. Levi Stubbs chosen
    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)."
  • B. Percy Sledge
    Percy Sledge was an American soul and R&B singer best known for his emotive 1966 hit "When a Man Loves a Woman."
  • C. 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."
  • D. Gerald Levert
    Gerald Levert was an American R&B singer, songwriter, and producer known for his soulful vocals, solo hits, and work with the group LeVert.
  • E. Otis Williams
    Otis Williams is an American baritone singer and founding member of the legendary Motown vocal group The Temptations.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: formedGroupWith
Context triple: [Lawrence Payton, formedGroupWith, Levi Stubbs]
  • A. formedGroup chosen
    Indicates that multiple entities have come together to create or establish a group or collective unit.
  • B. formedSupergroupWith
    Indicates that two or more existing musical acts or groups combined their members to create a new collaborative “supergroup.”
  • C. memberOfGroupWith
    Indicates that an entity belongs to, or is associated as a member with, a particular group or collection of entities.
  • D. memberOf
    Indicates that an entity belongs to, is part of, or is a constituent of a larger group, organization, or collection.
  • E. representedGroups
    Indicates that an entity serves as an official or recognized representative for one or more groups.
  • F. None of above.

Provenance (4 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_69d6ad9f464c81909db36d7e96e34b9e completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94e1888b48190bd750f839a26e99e completed April 10, 2026, 7:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6a533a2788190b885c000c29f4e87 completed May 3, 2026, 1:30 a.m.
PD Predicate disambiguation batch_69d94d354b488190adc83fb4f2770dd5 completed April 10, 2026, 7:19 p.m.
Created at: April 8, 2026, 9:55 p.m.