Triple

T12403244
Position Surface form Disambiguated ID Type / Status
Subject Levi Stubbs E296314 entity
Predicate birthName P65 FINISHED
Object Levi Stubbles
Levi Stubbles, better known as Levi Stubbs, was the powerful lead vocalist of the Motown group the Four Tops and one of soul music’s most distinctive voices.
E981388 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 Stubbles | Statement: [Levi Stubbs, birthName, Levi Stubbles]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Levi Stubbles
Context triple: [Levi Stubbs, birthName, Levi Stubbles]
  • A. Pete Hogwallop
    Pete Hogwallop is a dim-witted yet loyal escaped convict and companion to Ulysses Everett McGill in the Coen brothers’ film "O Brother, Where Art Thou?".
  • B. Tubby Raymond
    Tubby Raymond was a highly successful American college football coach best known for leading the University of Delaware’s program for decades and popularizing the Wing-T offense.
  • C. Barnard Rubble
    Barnard "Barney" Rubble is a main character from the animated television series "The Flintstones," known as Fred Flintstone’s cheerful best friend and neighbor in the prehistoric town of Bedrock.
  • D. Stewball
    Stewball is a rhythm and blues song popularized by the American vocal group The Coasters, based on the traditional folk ballad about a racehorse.
  • E. Hopps
    Hopps is a surname most notably associated with Walter Hopps, an influential American museum director and curator known for championing contemporary art.
  • 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 Stubbles
Triple: [Levi Stubbs, birthName, Levi Stubbles]
Generated description
Levi Stubbles, better known as Levi Stubbs, was the powerful lead vocalist of the Motown group the Four Tops and one of soul music’s most distinctive voices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Levi Stubbles
Target entity description: Levi Stubbles, better known as Levi Stubbs, was the powerful lead vocalist of the Motown group the Four Tops and one of soul music’s most distinctive voices.
  • A. Pete Hogwallop
    Pete Hogwallop is a dim-witted yet loyal escaped convict and companion to Ulysses Everett McGill in the Coen brothers’ film "O Brother, Where Art Thou?".
  • B. Tubby Raymond
    Tubby Raymond was a highly successful American college football coach best known for leading the University of Delaware’s program for decades and popularizing the Wing-T offense.
  • C. Barnard Rubble
    Barnard "Barney" Rubble is a main character from the animated television series "The Flintstones," known as Fred Flintstone’s cheerful best friend and neighbor in the prehistoric town of Bedrock.
  • D. Stewball
    Stewball is a rhythm and blues song popularized by the American vocal group The Coasters, based on the traditional folk ballad about a racehorse.
  • E. Hopps
    Hopps is a surname most notably associated with Walter Hopps, an influential American museum director and curator known for championing contemporary art.
  • 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_69d6ad9f464c81909db36d7e96e34b9e completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d477004819095e65ef6f70c69d9 completed April 10, 2026, 7:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63484c6808190a71d24f8ee3a7e15 completed May 2, 2026, 5:29 p.m.
NEDg Description generation batch_69f63675dbb08190b2711d1d58ffea9b completed May 2, 2026, 5:37 p.m.
NED2 Entity disambiguation (via description) batch_69f6375cc6908190922825013e0b4000 completed May 2, 2026, 5:41 p.m.
Created at: April 8, 2026, 9:55 p.m.