Triple

T7950127
Position Surface form Disambiguated ID Type / Status
Subject Marley Marl E184591 entity
Predicate producerOf P490 FINISHED
Object Biz Markie – Goin’ Off
"Biz Markie – Goin’ Off" is the 1988 debut studio album by rapper Biz Markie, known for its humorous lyricism, beatboxing, and influential role in golden age hip hop.
E704980 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: Biz Markie – Goin’ Off | Statement: [Marley Marl, producerOf, Biz Markie – Goin’ Off]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Biz Markie – Goin’ Off
Context triple: [Marley Marl, producerOf, Biz Markie – Goin’ Off]
  • A. The Notorious B.I.G. track "Gimme the Loot"
    "Gimme the Loot" is a hard-hitting, crime-themed track from The Notorious B.I.G.’s debut album "Ready to Die," showcasing his vivid storytelling, multiple vocal personas, and gritty East Coast boom-bap production.
  • B. Send It Up
    "Send It Up" is a hard-edged, industrial-rap track by Kanye West from his experimental 2013 album *Yeezus*, known for its abrasive production and club-oriented energy.
  • C. The Notorious B.I.G. track "Machine Gun Funk"
    "Machine Gun Funk" is a hard-hitting, jazz-inflected gangsta rap track from The Notorious B.I.G.’s debut album *Ready to Die*, known for its gritty storytelling and classic East Coast production.
  • D. Gangsta’s Paradise
    "Gangsta’s Paradise" is a 1995 hip-hop song by Coolio featuring L.V., best known for its introspective lyrics on urban struggle and its prominent use of a Stevie Wonder sample.
  • E. Jive Talkin'
    "Jive Talkin'" is a 1975 disco-influenced hit single by the Bee Gees, widely credited with helping to launch their successful mid-1970s reinvention and later dominance of the disco era.
  • 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: Biz Markie – Goin’ Off
Triple: [Marley Marl, producerOf, Biz Markie – Goin’ Off]
Generated description
"Biz Markie – Goin’ Off" is the 1988 debut studio album by rapper Biz Markie, known for its humorous lyricism, beatboxing, and influential role in golden age hip hop.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Biz Markie – Goin’ Off
Target entity description: "Biz Markie – Goin’ Off" is the 1988 debut studio album by rapper Biz Markie, known for its humorous lyricism, beatboxing, and influential role in golden age hip hop.
  • A. The Notorious B.I.G. track "Gimme the Loot"
    "Gimme the Loot" is a hard-hitting, crime-themed track from The Notorious B.I.G.’s debut album "Ready to Die," showcasing his vivid storytelling, multiple vocal personas, and gritty East Coast boom-bap production.
  • B. Send It Up
    "Send It Up" is a hard-edged, industrial-rap track by Kanye West from his experimental 2013 album *Yeezus*, known for its abrasive production and club-oriented energy.
  • C. The Notorious B.I.G. track "Machine Gun Funk"
    "Machine Gun Funk" is a hard-hitting, jazz-inflected gangsta rap track from The Notorious B.I.G.’s debut album *Ready to Die*, known for its gritty storytelling and classic East Coast production.
  • D. Gangsta’s Paradise
    "Gangsta’s Paradise" is a 1995 hip-hop song by Coolio featuring L.V., best known for its introspective lyrics on urban struggle and its prominent use of a Stevie Wonder sample.
  • E. Jive Talkin'
    "Jive Talkin'" is a 1975 disco-influenced hit single by the Bee Gees, widely credited with helping to launch their successful mid-1970s reinvention and later dominance of the disco era.
  • 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.