Triple

T18504730
Position Surface form Disambiguated ID Type / Status
Subject Hurby "Luv Bug" Azor E452169 entity
Predicate produced P490 FINISHED
Object Salt-N-Pepa album "Hot, Cool & Vicious" — NE NERFINISHED

How this triple was built (3 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: Salt-N-Pepa album "Hot, Cool & Vicious" | Statement: [Hurby "Luv Bug" Azor, produced, Salt-N-Pepa album "Hot, Cool & Vicious"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Salt-N-Pepa album "Hot, Cool & Vicious"
Context triple: [Hurby "Luv Bug" Azor, produced, Salt-N-Pepa album "Hot, Cool & Vicious"]
  • A. Beastie Boys album "Hello Nasty"
    "Hello Nasty" is a 1998 Beastie Boys studio album known for its eclectic blend of hip hop, electronic, and funk influences, featuring innovative production and the hit single "Intergalactic."
  • B. Beastie Boys album "Check Your Head"
    "Check Your Head" is a 1992 Beastie Boys album that blends hip hop, punk, and funk, marking a return to live instrumentation and a more experimental sound.
  • C. Beastie Boys album "Ill Communication"
    "Ill Communication" is a 1994 Beastie Boys album that blends hip hop, punk, and funk, featuring hits like "Sabotage" and showcasing the group's eclectic, sample-heavy style.
  • D. Sugarhill Gang (album)
    Sugarhill Gang is the 1980 debut studio album by the pioneering hip hop group The Sugarhill Gang, featuring early rap tracks that helped bring hip hop into the mainstream.
  • E. Puff Daddy & the Family album "No Way Out"
    "No Way Out" is the 1997 debut studio album by Puff Daddy & the Family, a landmark hip-hop release known for its polished production, chart-topping singles, and major influence on late-1990s rap and pop music.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Salt-N-Pepa album "Hot, Cool & Vicious"
Target entity description: "Hot, Cool & Vicious" is the 1986 debut studio album by hip hop trio Salt-N-Pepa, notable for helping bring female rap into the mainstream with hits like "Push It."
  • A. Beastie Boys album "Hello Nasty"
    "Hello Nasty" is a 1998 Beastie Boys studio album known for its eclectic blend of hip hop, electronic, and funk influences, featuring innovative production and the hit single "Intergalactic."
  • B. Beastie Boys album "Check Your Head"
    "Check Your Head" is a 1992 Beastie Boys album that blends hip hop, punk, and funk, marking a return to live instrumentation and a more experimental sound.
  • C. Beastie Boys album "Ill Communication"
    "Ill Communication" is a 1994 Beastie Boys album that blends hip hop, punk, and funk, featuring hits like "Sabotage" and showcasing the group's eclectic, sample-heavy style.
  • D. Sugarhill Gang (album)
    Sugarhill Gang is the 1980 debut studio album by the pioneering hip hop group The Sugarhill Gang, featuring early rap tracks that helped bring hip hop into the mainstream.
  • E. Puff Daddy & the Family album "No Way Out"
    "No Way Out" is the 1997 debut studio album by Puff Daddy & the Family, a landmark hip-hop release known for its polished production, chart-topping singles, and major influence on late-1990s rap and pop music.
  • F. None of above. chosen

Provenance (2 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_69d8d386df84819092355ebb260d848e completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e53341063c81908361b0eb78794145 completed April 19, 2026, 7:55 p.m.
Created at: April 10, 2026, 11:36 a.m.