Triple

T7950126
Position Surface form Disambiguated ID Type / Status
Subject Marley Marl E184591 entity
Predicate producerOf P490 FINISHED
Object Kool G Rap & DJ Polo – Road to the Riches
"Kool G Rap & DJ Polo – Road to the Riches" is a seminal late-1980s hip-hop album known for its complex lyricism, gritty street narratives, and influential role in shaping hardcore and mafioso rap.
E704979 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: Kool G Rap & DJ Polo – Road to the Riches | Statement: [Marley Marl, producerOf, Kool G Rap & DJ Polo – Road to the Riches]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kool G Rap & DJ Polo – Road to the Riches
Context triple: [Marley Marl, producerOf, Kool G Rap & DJ Polo – Road to the Riches]
  • A. Trackmasters
    Trackmasters is a prominent American hip hop and R&B production duo known for crafting numerous mainstream hits for major artists throughout the 1990s and 2000s.
  • B. Feed Tha Streets
    Feed Tha Streets is a mixtape series by American rapper Roddy Ricch that helped establish his reputation in the hip-hop scene.
  • C. Loungin (LL Cool J featuring Total)
    "Loungin (LL Cool J featuring Total)" is a mid-1990s R&B/hip-hop collaboration known for its smooth, laid-back vibe and romantic themes, showcasing LL Cool J’s crossover appeal and Total’s soulful vocals.
  • D. Get Rich or Die Tryin' (album)
    Get Rich or Die Tryin' is the 2003 debut studio album by American rapper 50 Cent, widely acclaimed for its gritty street narratives and massive commercial success.
  • E. Yung Rich Nation
    Yung Rich Nation is the debut studio album by American hip-hop trio Migos, showcasing their trap sound and solidifying their rise in mainstream rap.
  • 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: Kool G Rap & DJ Polo – Road to the Riches
Triple: [Marley Marl, producerOf, Kool G Rap & DJ Polo – Road to the Riches]
Generated description
"Kool G Rap & DJ Polo – Road to the Riches" is a seminal late-1980s hip-hop album known for its complex lyricism, gritty street narratives, and influential role in shaping hardcore and mafioso rap.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kool G Rap & DJ Polo – Road to the Riches
Target entity description: "Kool G Rap & DJ Polo – Road to the Riches" is a seminal late-1980s hip-hop album known for its complex lyricism, gritty street narratives, and influential role in shaping hardcore and mafioso rap.
  • A. Trackmasters
    Trackmasters is a prominent American hip hop and R&B production duo known for crafting numerous mainstream hits for major artists throughout the 1990s and 2000s.
  • B. Feed Tha Streets
    Feed Tha Streets is a mixtape series by American rapper Roddy Ricch that helped establish his reputation in the hip-hop scene.
  • C. Loungin (LL Cool J featuring Total)
    "Loungin (LL Cool J featuring Total)" is a mid-1990s R&B/hip-hop collaboration known for its smooth, laid-back vibe and romantic themes, showcasing LL Cool J’s crossover appeal and Total’s soulful vocals.
  • D. Get Rich or Die Tryin' (album)
    Get Rich or Die Tryin' is the 2003 debut studio album by American rapper 50 Cent, widely acclaimed for its gritty street narratives and massive commercial success.
  • E. Yung Rich Nation
    Yung Rich Nation is the debut studio album by American hip-hop trio Migos, showcasing their trap sound and solidifying their rise in mainstream rap.
  • 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.