Triple

T4208293
Position Surface form Disambiguated ID Type / Status
Subject The Blueprint E93833 entity
Predicate featuresArtist P1952 FINISHED
Object Biz Markie
Biz Markie was an American rapper, DJ, and producer best known for his humorous style and the 1989 hit single "Just a Friend."
E425088 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 | Statement: [The Blueprint, featuresArtist, Biz Markie]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Biz Markie
Context triple: [The Blueprint, featuresArtist, Biz Markie]
  • A. LL Cool J
    LL Cool J is an American rapper and actor who emerged as one of hip-hop’s early stars and later became widely known for his roles in film and television.
  • B. Flavor Flav
    Flavor Flav is an American rapper and hype man best known as a founding member of the politically charged hip hop group Public Enemy and for his flamboyant persona and reality TV appearances.
  • C. Doug E. Fresh
    Doug E. Fresh is an American rapper, record producer, and pioneering human beatbox artist widely regarded as one of the originators of beatboxing in hip-hop.
  • D. MC Hammer
    MC Hammer is an American rapper, dancer, and entertainer best known for his early 1990s pop-rap hits like "U Can't Touch This" and his flashy, high-energy performances.
  • E. Big Daddy Kane
    Big Daddy Kane is an influential American rapper and lyricist from Brooklyn, renowned as a pioneering figure in late 1980s and early 1990s hip-hop for his complex wordplay and smooth delivery.
  • 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
Triple: [The Blueprint, featuresArtist, Biz Markie]
Generated description
Biz Markie was an American rapper, DJ, and producer best known for his humorous style and the 1989 hit single "Just a Friend."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Biz Markie
Target entity description: Biz Markie was an American rapper, DJ, and producer best known for his humorous style and the 1989 hit single "Just a Friend."
  • A. LL Cool J
    LL Cool J is an American rapper and actor who emerged as one of hip-hop’s early stars and later became widely known for his roles in film and television.
  • B. Flavor Flav
    Flavor Flav is an American rapper and hype man best known as a founding member of the politically charged hip hop group Public Enemy and for his flamboyant persona and reality TV appearances.
  • C. Doug E. Fresh
    Doug E. Fresh is an American rapper, record producer, and pioneering human beatbox artist widely regarded as one of the originators of beatboxing in hip-hop.
  • D. MC Hammer
    MC Hammer is an American rapper, dancer, and entertainer best known for his early 1990s pop-rap hits like "U Can't Touch This" and his flashy, high-energy performances.
  • E. Big Daddy Kane
    Big Daddy Kane is an influential American rapper and lyricist from Brooklyn, renowned as a pioneering figure in late 1980s and early 1990s hip-hop for his complex wordplay and smooth delivery.
  • 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_69b3451743608190808f41d17ccf2650 completed March 12, 2026, 10:58 p.m.
NER Named-entity recognition batch_69b3480e2aa08190a0b24df3b0e4b272 completed March 12, 2026, 11:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5a84ffb18819081fcd4b258ccfedf completed March 14, 2026, 6:26 p.m.
NEDg Description generation batch_69b5a8e024a081909e7ecbe969793281 completed March 14, 2026, 6:28 p.m.
NED2 Entity disambiguation (via description) batch_69b5acefd1f881908226ff68a741552b completed March 14, 2026, 6:46 p.m.
Created at: March 12, 2026, 11:03 p.m.