Triple

T3996082
Position Surface form Disambiguated ID Type / Status
Subject Good Girl Gone Bad E87100 entity
Predicate producer P490 FINISHED
Object Carl Sturken
Carl Sturken is an American songwriter and record producer best known for his long-running hit-making partnership with Evan Rogers, including discovering and developing Rihanna.
E404293 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: Carl Sturken | Statement: [Good Girl Gone Bad, producer, Carl Sturken]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Carl Sturken
Context triple: [Good Girl Gone Bad, producer, Carl Sturken]
  • A. L.A. Reid
    L.A. Reid is an American record executive, producer, and co-founder of LaFace Records, known for shaping the careers of numerous major R&B and pop artists.
  • B. Jann Wenner
    Jann Wenner is an American media entrepreneur and publisher best known as the co-founder and longtime editor of the influential music and culture magazine Rolling Stone.
  • C. Scooter Braun
    Scooter Braun is an American talent manager and music executive best known for discovering and managing major pop artists including Justin Bieber.
  • D. Clive Davis
    Clive Davis is a legendary American record producer and music executive known for discovering and nurturing major artists and overseeing numerous hit albums and soundtracks.
  • E. John Janick
    John Janick is an American music executive best known as the chairman and CEO of Interscope Geffen A&M, where he has overseen major artists and successful label operations.
  • 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: Carl Sturken
Triple: [Good Girl Gone Bad, producer, Carl Sturken]
Generated description
Carl Sturken is an American songwriter and record producer best known for his long-running hit-making partnership with Evan Rogers, including discovering and developing Rihanna.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Carl Sturken
Target entity description: Carl Sturken is an American songwriter and record producer best known for his long-running hit-making partnership with Evan Rogers, including discovering and developing Rihanna.
  • A. L.A. Reid
    L.A. Reid is an American record executive, producer, and co-founder of LaFace Records, known for shaping the careers of numerous major R&B and pop artists.
  • B. Jann Wenner
    Jann Wenner is an American media entrepreneur and publisher best known as the co-founder and longtime editor of the influential music and culture magazine Rolling Stone.
  • C. Scooter Braun
    Scooter Braun is an American talent manager and music executive best known for discovering and managing major pop artists including Justin Bieber.
  • D. Clive Davis
    Clive Davis is a legendary American record producer and music executive known for discovering and nurturing major artists and overseeing numerous hit albums and soundtracks.
  • E. John Janick
    John Janick is an American music executive best known as the chairman and CEO of Interscope Geffen A&M, where he has overseen major artists and successful label operations.
  • 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_69aed94118148190975e6aa4e554cde9 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefa2159d88190a01de8b038341916 completed March 9, 2026, 4:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5403f14ec8190a77189c7066676f2 completed March 14, 2026, 11:02 a.m.
NEDg Description generation batch_69b54112e3788190800e295a745c4689 completed March 14, 2026, 11:05 a.m.
NED2 Entity disambiguation (via description) batch_69b541808d548190987ad1538c647664 completed March 14, 2026, 11:07 a.m.
Created at: March 9, 2026, 3:34 p.m.