Triple

T17458378
Position Surface form Disambiguated ID Type / Status
Subject Biz Markie E425088 entity
Predicate album P1995 FINISHED
Object 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."
E1270613 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 Biz Never Sleeps | Statement: [Biz Markie, album, The Biz Never Sleeps]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Biz Never Sleeps
Context triple: [Biz Markie, album, The Biz Never Sleeps]
  • 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. No Sleeep
    "No Sleeep" is a sultry, mid-tempo R&B single by Janet Jackson, released in 2015 as the lead track from her album "Unbreakable."
  • C. In My Business
    "In My Business" is a song by Whitney Houston from her 1998 album *My Love Is Your Love*, blending R&B and pop with themes of privacy and personal boundaries.
  • D. We Never Sleep
    "We Never Sleep" is the famous motto of the Pinkerton National Detective Agency, emphasizing its constant vigilance and round-the-clock investigative work.
  • E. Back in Business
    "Back in Business" was the promotional slogan used to market WWE's WrestleMania 37, emphasizing the event's return to hosting live fans after pandemic restrictions.
  • 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 Biz Never Sleeps
Triple: [Biz Markie, album, The Biz Never Sleeps]
Generated description
"The Biz Never Sleeps" is a 1989 hip hop album by Biz Markie, best known for featuring his breakout hit single "Just a Friend."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Biz Never Sleeps
Target entity description: "The Biz Never Sleeps" is a 1989 hip hop album by Biz Markie, best known for featuring his breakout hit single "Just a Friend."
  • 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. No Sleeep
    "No Sleeep" is a sultry, mid-tempo R&B single by Janet Jackson, released in 2015 as the lead track from her album "Unbreakable."
  • C. In My Business
    "In My Business" is a song by Whitney Houston from her 1998 album *My Love Is Your Love*, blending R&B and pop with themes of privacy and personal boundaries.
  • D. We Never Sleep
    "We Never Sleep" is the famous motto of the Pinkerton National Detective Agency, emphasizing its constant vigilance and round-the-clock investigative work.
  • E. Back in Business
    "Back in Business" was the promotional slogan used to market WWE's WrestleMania 37, emphasizing the event's return to hosting live fans after pandemic restrictions.
  • 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_69d889db0ba481908402409af3b37917 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e4514385e48190b97a257bb3d07d2d completed April 19, 2026, 3:51 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01b820024c8190bd8f083b426f82f5 completed May 11, 2026, 11:06 a.m.
NEDg Description generation batch_6a01b90e68d08190be86aee8d6692ce1 completed May 11, 2026, 11:10 a.m.
NED2 Entity disambiguation (via description) batch_6a01b993324081908b561700bbeac11c completed May 11, 2026, 11:12 a.m.
Created at: April 10, 2026, 5:47 a.m.