Triple

T22876982
Position Surface form Disambiguated ID Type / Status
Subject Stakes Is High E567350 entity
Predicate hasTrack P3284 FINISHED
Object The Bizness
"The Bizness" is a track by influential hip-hop group De La Soul, featured on their critically acclaimed 1996 album *Stakes Is High*.
E1558545 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: The Bizness | Statement: [Stakes Is High, hasTrack, The Bizness]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Bizness
Context triple: [Stakes Is High, hasTrack, The Bizness]
  • A. Tha Bizness
    Tha Bizness is an American hip hop and R&B production duo known for crafting beats for prominent artists across the rap and urban music scenes.
  • B. The Biz Never Sleeps
    "The Biz Never Sleeps" is a 1989 hip hop album by Biz Markie, best known for featuring his breakout hit single "Just a Friend."
  • C. Bizness Boi
    Bizness Boi is an American record producer known for crafting melodic, atmospheric hip-hop and R&B tracks for artists such as Swae Lee and other contemporary rap and R&B acts.
  • D. It’s a Business
    "It’s a Business" is a musical number from the Broadway show *Curtains*, characterized by its satirical take on the commercial side of show business.
  • E. Big Bidness
    Big Bidness is a track from the Insane Clown Posse album "Double or Nothing," known for its darkly comedic, horrorcore rap style.
  • 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: The Bizness
Triple: [Stakes Is High, hasTrack, The Bizness]
Generated description
"The Bizness" is a track by influential hip-hop group De La Soul, featured on their critically acclaimed 1996 album *Stakes Is High*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Bizness
Target entity description: "The Bizness" is a track by influential hip-hop group De La Soul, featured on their critically acclaimed 1996 album *Stakes Is High*.
  • A. Tha Bizness
    Tha Bizness is an American hip hop and R&B production duo known for crafting beats for prominent artists across the rap and urban music scenes.
  • B. The Biz Never Sleeps
    "The Biz Never Sleeps" is a 1989 hip hop album by Biz Markie, best known for featuring his breakout hit single "Just a Friend."
  • C. Bizness Boi
    Bizness Boi is an American record producer known for crafting melodic, atmospheric hip-hop and R&B tracks for artists such as Swae Lee and other contemporary rap and R&B acts.
  • D. It’s a Business
    "It’s a Business" is a musical number from the Broadway show *Curtains*, characterized by its satirical take on the commercial side of show business.
  • E. Big Bidness
    Big Bidness is a track from the Insane Clown Posse album "Double or Nothing," known for its darkly comedic, horrorcore rap style.
  • 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_69e24589d8348190b96422d13a678bc1 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17f5966c08190a9ded9b19b166112 completed April 29, 2026, 3:47 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bae9a47dc819099627ee010461c39 completed May 19, 2026, 12:28 a.m.
NEDg Description generation batch_6a0bafe8692c819094c6e511964f8b2e completed May 19, 2026, 12:33 a.m.
NED2 Entity disambiguation (via description) batch_6a0bb0abb2c481909c1897b302e92579 completed May 19, 2026, 12:36 a.m.
Created at: April 17, 2026, 3:39 p.m.