Triple

T13724071
Position Surface form Disambiguated ID Type / Status
Subject Cockiness (Love It) E329108 entity
Predicate producer P490 FINISHED
Object J-Bo
J-Bo is a music producer known for his work on the track "Cockiness (Love It)."
 E1058411 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: J-Bo | Statement: [Cockiness (Love It), producer, J-Bo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: J-Bo
Context triple: [Cockiness (Love It), producer, J-Bo]
  • A. JBO
    JBO is a British dance music record label known for releasing influential electronic and club-oriented tracks in the 1990s and 2000s.
  • B. Z-Bo
    Z-Bo is the nickname of Zach Randolph, a former NBA All-Star power forward best known for his rugged low-post scoring and rebounding, particularly with the Memphis Grizzlies.
  • C. J-Hen
    J-Hen is a music producer and/or artist associated with the hip hop and R&B production duo Tha Bizness.
  • D. Jimbo
    Jimbo is a character from the Australian short film "I Love Sarah Jane," which follows a group of kids navigating adolescence amid a zombie apocalypse.
  • E. Jimbo
    Jimbo is an American college football coach best known for leading Florida State University to a national championship and later coaching at Texas A&M.
  • 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: J-Bo
Triple: [Cockiness (Love It), producer, J-Bo]
Generated description
J-Bo is a music producer known for his work on the track "Cockiness (Love It)."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: J-Bo
Target entity description: J-Bo is a music producer known for his work on the track "Cockiness (Love It)."
  • A. JBO
    JBO is a British dance music record label known for releasing influential electronic and club-oriented tracks in the 1990s and 2000s.
  • B. Z-Bo
    Z-Bo is the nickname of Zach Randolph, a former NBA All-Star power forward best known for his rugged low-post scoring and rebounding, particularly with the Memphis Grizzlies.
  • C. J-Hen
    J-Hen is a music producer and/or artist associated with the hip hop and R&B production duo Tha Bizness.
  • D. Jimbo
    Jimbo is a character from the Australian short film "I Love Sarah Jane," which follows a group of kids navigating adolescence amid a zombie apocalypse.
  • E. Jimbo
    Jimbo is an American college football coach best known for leading Florida State University to a national championship and later coaching at Texas A&M.
  • 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_69d80770b9bc81909f70c8c317d53cff completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69de01f52e748190b49c34e10ab8ac34 completed April 14, 2026, 8:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69f79d60cd048190b20c4e6f49f816a6 completed May 3, 2026, 7:09 p.m.
NEDg Description generation batch_69f79e9e6ff88190b031fb1403cacabc completed May 3, 2026, 7:14 p.m.
NED2 Entity disambiguation (via description) batch_69f7a2d6e7ec81908a4cbc324e793c24 completed May 3, 2026, 7:32 p.m.
Created at: April 9, 2026, 9:55 p.m.