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.