Triple

T22536525
Position Surface form Disambiguated ID Type / Status
Subject Nigga What, Nigga Who (Originator 99) E557169 entity
Predicate hasBeatProducer P93557 FINISHED
Object Timbaland — NE NERFINISHED

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: Timbaland | Statement: [Nigga What, Nigga Who (Originator 99), hasBeatProducer, Timbaland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Timbaland
Context triple: [Nigga What, Nigga Who (Originator 99), hasBeatProducer, Timbaland]
  • A. Timbaland chosen
    Timbaland is an influential American record producer, rapper, and songwriter known for his innovative, rhythmically complex sound that has shaped modern hip-hop and R&B.
  • B. Dan the Automator
    Dan the Automator is an American hip-hop producer and DJ known for his innovative, genre-blending work on projects like Dr. Octagon, Deltron 3030, and Handsome Boy Modeling School.
  • C. Pharrell Williams
    Pharrell Williams is an American singer, songwriter, producer, and fashion entrepreneur known for his influential work in pop and hip-hop music and his distinctive, genre-blending sound.
  • D. Jermaine Dupri
    Jermaine Dupri is an American record producer, songwriter, and rapper known for his influential work in hip-hop and R&B and for founding the So So Def record label.
  • E. Doug Aitken
    Doug Aitken is an American contemporary artist known for his innovative multimedia installations, video art, and immersive environments that explore themes of modern life and landscape.
  • 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: hasBeatProducer
Context triple: [Nigga What, Nigga Who (Originator 99), hasBeatProducer, Timbaland]
  • A. hasBeat
    Indicates that one entity has defeated or surpassed another in a competitive or comparative context.
  • B. hasRemixProducer
    Indicates that one entity serves as the producer responsible for creating a remix version of another entity (typically a musical work).
  • C. hasMainDJOrProducer chosen
    Indicates that an entity (such as a music show, event, or recording) has a specific person or group serving as its primary DJ or producer.
  • D. hasMelodicProduction
    Indicates that one entity (typically a musical work or track) features a production style characterized by prominent, structured melodies.
  • E. hasNotableBeat
    Indicates that an entity (such as a journalist or reporter) is professionally assigned to cover a specific topic, area, or subject as their primary reporting focus.
  • F. None of above.

Provenance (3 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_69e11e57483c8190b0887c4f8ff26446 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15edbd1ec81908ef26b9e442d1921 completed April 29, 2026, 1:29 a.m.
PD Predicate disambiguation batch_69e898c864148190a3f5feec7967d49c completed April 22, 2026, 9:45 a.m.
Created at: April 16, 2026, 8:51 p.m.