Triple

T6283648
Position Surface form Disambiguated ID Type / Status
Subject Clivillés & Cole E140842 entity
Predicate hasMemberRole P161 FINISHED
Object David Cole – producer
David Cole was an influential American record producer and one half of the dance-music duo Clivillés & Cole, best known for his work with C+C Music Factory and numerous pop and dance artists in the late 1980s and early 1990s.
E581646 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 Cole – producer | Statement: [Clivillés & Cole, hasMemberRole, David Cole – producer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Cole – producer
Context triple: [Clivillés & Cole, hasMemberRole, David Cole – producer]
  • A. Lyor Cohen
    Lyor Cohen is a prominent music industry executive known for his influential leadership at major hip-hop labels and his role in shaping the careers of numerous rap and R&B artists.
  • B. Raymond Hood
    Raymond Hood was a prominent early 20th-century American architect known for his influential skyscraper designs and contributions to the Art Deco style.
  • C. Ariel Rechtshaid
    Ariel Rechtshaid is a Grammy-winning American record producer, songwriter, and musician known for his work with artists across indie, pop, and alternative music.
  • D. Jerry Colonna
    Jerry Colonna was an American comedian, actor, and musician best known for his wild-eyed persona and frequent collaborations with Bob Hope in radio, film, and television.
  • E. Jay Graydon
    Jay Graydon is an American guitarist, songwriter, and Grammy-winning producer known for his sophisticated pop and jazz fusion work with artists such as Steely Dan, Al Jarreau, and Airplay.
  • 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 Cole – producer
Triple: [Clivillés & Cole, hasMemberRole, David Cole – producer]
Generated description
David Cole was an influential American record producer and one half of the dance-music duo Clivillés & Cole, best known for his work with C+C Music Factory and numerous pop and dance artists in the late 1980s and early 1990s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Cole – producer
Target entity description: David Cole was an influential American record producer and one half of the dance-music duo Clivillés & Cole, best known for his work with C+C Music Factory and numerous pop and dance artists in the late 1980s and early 1990s.
  • A. Lyor Cohen
    Lyor Cohen is a prominent music industry executive known for his influential leadership at major hip-hop labels and his role in shaping the careers of numerous rap and R&B artists.
  • B. Raymond Hood
    Raymond Hood was a prominent early 20th-century American architect known for his influential skyscraper designs and contributions to the Art Deco style.
  • C. Ariel Rechtshaid
    Ariel Rechtshaid is a Grammy-winning American record producer, songwriter, and musician known for his work with artists across indie, pop, and alternative music.
  • D. Jerry Colonna
    Jerry Colonna was an American comedian, actor, and musician best known for his wild-eyed persona and frequent collaborations with Bob Hope in radio, film, and television.
  • E. Jay Graydon
    Jay Graydon is an American guitarist, songwriter, and Grammy-winning producer known for his sophisticated pop and jazz fusion work with artists such as Steely Dan, Al Jarreau, and Airplay.
  • 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_69c008cd17c8819082b82d3fbeb68047 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c063fb6b1c8190b19a674c18fc9c53 completed March 22, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69c5196864788190934e7c66d450dcf1 completed March 26, 2026, 11:32 a.m.
NEDg Description generation batch_69c51e9932cc8190bce03a28097a2ddc completed March 26, 2026, 11:55 a.m.
NED2 Entity disambiguation (via description) batch_69c51f1689dc8190bbd38cd7a5425224 completed March 26, 2026, 11:57 a.m.
Created at: March 22, 2026, 4:26 p.m.