Triple

T12332826
Position Surface form Disambiguated ID Type / Status
Subject Trouble E294005 entity
Predicate producer P490 FINISHED
Object Benny-D
Benny-D is a music producer best known for his work on the track "Trouble."
 E979714 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: Benny-D | Statement: [Trouble, producer, Benny-D]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Benny-D
Context triple: [Trouble, producer, Benny-D]
  • A. Benji B
    Benji B is a British DJ, radio presenter, and music producer known for his influential BBC Radio 1 shows and work with artists across hip-hop, electronic, and experimental music.
  • B. Benny
    Benny is a common diminutive form of the given name Benedict, often used as a familiar or affectionate nickname.
  • C. Benny
    Benny is a skilled and loyal member of Tobey Marshall’s street-racing crew in the film "Need for Speed."
  • D. Mavado
    Mavado is a Jamaican dancehall and reggae artist known for his gritty vocal style and influential role in modern dancehall music.
  • E. Juggy D
    Juggy D is a British-Indian Punjabi singer known for his contributions to the UK bhangra and Asian underground music scenes.
  • 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: Benny-D
Triple: [Trouble, producer, Benny-D]
Generated description
Benny-D is a music producer best known for his work on the track "Trouble."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Benny-D
Target entity description: Benny-D is a music producer best known for his work on the track "Trouble."
  • A. Benji B
    Benji B is a British DJ, radio presenter, and music producer known for his influential BBC Radio 1 shows and work with artists across hip-hop, electronic, and experimental music.
  • B. Benny
    Benny is a common diminutive form of the given name Benedict, often used as a familiar or affectionate nickname.
  • C. Benny
    Benny is a skilled and loyal member of Tobey Marshall’s street-racing crew in the film "Need for Speed."
  • D. Mavado
    Mavado is a Jamaican dancehall and reggae artist known for his gritty vocal style and influential role in modern dancehall music.
  • E. Juggy D
    Juggy D is a British-Indian Punjabi singer known for his contributions to the UK bhangra and Asian underground music scenes.
  • 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_69d6ab6ae0dc8190b1522a9c1c55c114 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f64ad20819080d99e57833b4b51 completed April 10, 2026, 6:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62aa12f108190851c6958eb35ee5b completed May 2, 2026, 4:47 p.m.
NEDg Description generation batch_69f62be420308190bcb00d8b37b09ea2 completed May 2, 2026, 4:52 p.m.
NED2 Entity disambiguation (via description) batch_69f63050f5d48190881688d12c4c1819 completed May 2, 2026, 5:11 p.m.
Created at: April 8, 2026, 9:53 p.m.