Triple

T7950128
Position Surface form Disambiguated ID Type / Status
Subject Marley Marl E184591 entity
Predicate producerOf P490 FINISHED
Object Roxanne Shanté – Bad Sister
"Roxanne Shanté – Bad Sister" is a 1989 hip hop album by pioneering Queensbridge MC Roxanne Shanté that showcases her battle-rap prowess and early influence on female rap.
E704981 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: Roxanne Shanté – Bad Sister | Statement: [Marley Marl, producerOf, Roxanne Shanté – Bad Sister]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Roxanne Shanté – Bad Sister
Context triple: [Marley Marl, producerOf, Roxanne Shanté – Bad Sister]
  • A. Da Baddest Bitch
    Da Baddest Bitch is the debut studio album by American rapper Trina, known for its bold, sexually explicit lyrics and influential role in early 2000s Southern hip hop.
  • B. Still da Baddest
    Still da Baddest is a 2008 studio album by American rapper Trina that showcases her assertive, sexually confident Southern hip hop style.
  • C. Ruff Ryders' Anthem
    "Ruff Ryders' Anthem" is a landmark late-1990s hip-hop single by DMX, produced by Swizz Beatz, that became an iconic street anthem and breakout hit for both artist and producer.
  • D. Riding the Rap
    "Riding the Rap" is a crime novel by Elmore Leonard featuring U.S. Marshal Raylan Givens as he navigates a kidnapping scheme in South Florida.
  • E. Bad and Boujee
    "Bad and Boujee" is a 2016 trap single by hip-hop trio Migos featuring Lil Uzi Vert that became a breakout hit and cultural phenomenon, topping the Billboard Hot 100.
  • 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: Roxanne Shanté – Bad Sister
Triple: [Marley Marl, producerOf, Roxanne Shanté – Bad Sister]
Generated description
"Roxanne Shanté – Bad Sister" is a 1989 hip hop album by pioneering Queensbridge MC Roxanne Shanté that showcases her battle-rap prowess and early influence on female rap.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Roxanne Shanté – Bad Sister
Target entity description: "Roxanne Shanté – Bad Sister" is a 1989 hip hop album by pioneering Queensbridge MC Roxanne Shanté that showcases her battle-rap prowess and early influence on female rap.
  • A. Da Baddest Bitch
    Da Baddest Bitch is the debut studio album by American rapper Trina, known for its bold, sexually explicit lyrics and influential role in early 2000s Southern hip hop.
  • B. Still da Baddest
    Still da Baddest is a 2008 studio album by American rapper Trina that showcases her assertive, sexually confident Southern hip hop style.
  • C. Ruff Ryders' Anthem
    "Ruff Ryders' Anthem" is a landmark late-1990s hip-hop single by DMX, produced by Swizz Beatz, that became an iconic street anthem and breakout hit for both artist and producer.
  • D. Riding the Rap
    "Riding the Rap" is a crime novel by Elmore Leonard featuring U.S. Marshal Raylan Givens as he navigates a kidnapping scheme in South Florida.
  • E. Bad and Boujee
    "Bad and Boujee" is a 2016 trap single by hip-hop trio Migos featuring Lil Uzi Vert that became a breakout hit and cultural phenomenon, topping the Billboard Hot 100.
  • 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_69ca8292cba881908a64427b938dac47 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3b2d09a4819097aa49e29a5426ec completed March 31, 2026, 3:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbe04872ec819090819899ed8dfc80 completed March 31, 2026, 2:55 p.m.
NEDg Description generation batch_69cc46bfad4081908de1667b8a10ed0a completed March 31, 2026, 10:12 p.m.
NED2 Entity disambiguation (via description) batch_69cc47e7167881908dce54e8b4615900 completed March 31, 2026, 10:17 p.m.
Created at: March 30, 2026, 5:10 p.m.