Triple

T8777007
Position Surface form Disambiguated ID Type / Status
Subject Ma, I Don't Love Her E208609 entity
Predicate featuresProductionBy P45803 FINISHED
Object The Neptunes E5588 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: The Neptunes | Statement: [Ma, I Don't Love Her, featuresProductionBy, The Neptunes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Neptunes
Context triple: [Ma, I Don't Love Her, featuresProductionBy, The Neptunes]
  • A. The Neptunes chosen
    The Neptunes are a highly influential American production duo, Pharrell Williams and Chad Hugo, known for their innovative, genre-blending work with major hip-hop and pop artists since the late 1990s.
  • B. N.E.R.D
    N.E.R.D is an American alternative hip hop and rock band formed by Pharrell Williams, Chad Hugo, and Shay Haley, known for its genre-blending sound and experimental production.
  • C. Lil Jon & the East Side Boyz
    Lil Jon & the East Side Boyz was an American hip hop group from Atlanta known for popularizing the crunk subgenre in the late 1990s and early 2000s with high-energy club anthems.
  • D. The Beatnuts
    The Beatnuts are a Queens-based hip hop production duo and rap group known for their sample-heavy, Latin-influenced boom-bap sound and underground cult following in the 1990s.
  • E. Jodeci
    Jodeci is an influential American R&B group known for pioneering the gritty, hip-hop–infused soul sound of the 1990s and inspiring many later artists in the genre.
  • 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: featuresProductionBy
Context triple: [Ma, I Don't Love Her, featuresProductionBy, The Neptunes]
  • A. featuresProducer
    Indicates that an entity serves as the producer or creator responsible for generating the features of another entity.
  • B. productionFeature
    Indicates that something is a characteristic, element, or attribute involved in the process or method of producing something.
  • C. productionBy chosen
    Indicates that something is created, manufactured, or generated by a particular agent, organization, or process.
  • D. featuresItem
    Indicates that one entity includes, presents, or highlights another entity as a notable item or component.
  • E. componentTypeProduced
    Indicates that one entity produces or manufactures a specific type of component as an output of its activity or process.
  • 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_69ca835fbee88190bf625939bac48d7f completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5f5086088190b317cf2aac7bee83 completed March 31, 2026, 11:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf51ceee2c81908d521cc4931e25dd completed April 3, 2026, 5:36 a.m.
PD Predicate disambiguation batch_69cc5c1aff3881908be6a9cbc9f50461 completed March 31, 2026, 11:43 p.m.
Created at: March 30, 2026, 6:42 p.m.