Triple

T306139
Position Surface form Disambiguated ID Type / Status
Subject Black Eyed Peas E6305 entity
Predicate associatedAct P37 FINISHED
Object David Guetta
David Guetta is a French DJ and record producer known for pioneering mainstream EDM and creating numerous global pop and dance hits through high-profile collaborations.
E39421 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: David Guetta | Statement: [Black Eyed Peas, associatedAct, David Guetta]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Guetta
Context triple: [Black Eyed Peas, associatedAct, David Guetta]
  • A. Toby Gad
    Toby Gad is a German-born, Grammy-nominated songwriter and producer known for crafting hit pop and R&B songs for artists such as John Legend, Beyoncé, and Fergie.
  • B. Kevin Glazer
    Kevin Glazer is an American businessman and member of the Glazer family, known for their ownership stakes in major sports franchises such as Manchester United and the Tampa Bay Buccaneers.
  • C. Hudson Mohawke
    Hudson Mohawke is a Scottish electronic music producer and DJ known for his influential, genre-blending work in experimental hip hop and electronic music, including production for major rap and pop artists.
  • D. Hit-Boy
    Hit-Boy is an American record producer and rapper known for crafting influential hip-hop and R&B hits for artists like Kanye West, Jay-Z, and Beyoncé.
  • E. Max Martini
    Max Martini is an American actor known for his tough, military and law-enforcement roles in film and television, including major parts in action and science fiction movies.
  • 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: David Guetta
Triple: [Black Eyed Peas, associatedAct, David Guetta]
Generated description
David Guetta is a French DJ and record producer known for pioneering mainstream EDM and creating numerous global pop and dance hits through high-profile collaborations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Guetta
Target entity description: David Guetta is a French DJ and record producer known for pioneering mainstream EDM and creating numerous global pop and dance hits through high-profile collaborations.
  • A. Toby Gad
    Toby Gad is a German-born, Grammy-nominated songwriter and producer known for crafting hit pop and R&B songs for artists such as John Legend, Beyoncé, and Fergie.
  • B. Kevin Glazer
    Kevin Glazer is an American businessman and member of the Glazer family, known for their ownership stakes in major sports franchises such as Manchester United and the Tampa Bay Buccaneers.
  • C. Hudson Mohawke
    Hudson Mohawke is a Scottish electronic music producer and DJ known for his influential, genre-blending work in experimental hip hop and electronic music, including production for major rap and pop artists.
  • D. Hit-Boy
    Hit-Boy is an American record producer and rapper known for crafting influential hip-hop and R&B hits for artists like Kanye West, Jay-Z, and Beyoncé.
  • E. Max Martini
    Max Martini is an American actor known for his tough, military and law-enforcement roles in film and television, including major parts in action and science fiction movies.
  • 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_69a2e79230508190b912ecb555aae17e completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2ea2fba548190a5aeb1597dca96bd completed Feb. 28, 2026, 1:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3b077a6808190aedb6e347cb749f2 completed March 1, 2026, 3:20 a.m.
NEDg Description generation batch_69a3b14ff54481909d37f03ea2d6b455 completed March 1, 2026, 3:24 a.m.
NED2 Entity disambiguation (via description) batch_69a3b1b81ad88190ad65622d7a664002 completed March 1, 2026, 3:25 a.m.
Created at: Feb. 28, 2026, 1:06 p.m.