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.