Triple

T523048
Position Surface form Disambiguated ID Type / Status
Subject Late Registration E10859 entity
Predicate producer P490 FINISHED
Object DJ Quik
DJ Quik is an American rapper, DJ, and record producer known for his influential role in West Coast hip hop and his smooth, funk-infused production style.
 E65942 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: DJ Quik | Statement: [Late Registration, producer, DJ Quik]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: DJ Quik
Context triple: [Late Registration, producer, DJ Quik]
  • A. Talib Kweli
    Talib Kweli is an American rapper and activist known for his socially conscious lyrics and influential role in underground and alternative hip hop.
  • B. Ludacris
    Ludacris is an American rapper, actor, and entrepreneur known for his witty Southern hip hop style and roles in the Fast & Furious film franchise.
  • C. King Oliver
    King Oliver was an influential early jazz cornetist and bandleader whose Creole Jazz Band helped launch Louis Armstrong’s career and shape the New Orleans jazz style.
  • D. Q-Tip
    Q-Tip is an American rapper, producer, and founding member of A Tribe Called Quest, renowned for his influential role in shaping alternative hip hop and jazz rap.
  • E. Deric "D-Dot" Angelettie
    Deric "D-Dot" Angelettie is an American hip-hop producer and rapper best known for his work with Bad Boy Records and his influential role in shaping the sound of 1990s East Coast rap.
  • 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: DJ Quik
Triple: [Late Registration, producer, DJ Quik]
Generated description
DJ Quik is an American rapper, DJ, and record producer known for his influential role in West Coast hip hop and his smooth, funk-infused production style.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: DJ Quik
Target entity description: DJ Quik is an American rapper, DJ, and record producer known for his influential role in West Coast hip hop and his smooth, funk-infused production style.
  • A. Talib Kweli
    Talib Kweli is an American rapper and activist known for his socially conscious lyrics and influential role in underground and alternative hip hop.
  • B. Ludacris
    Ludacris is an American rapper, actor, and entrepreneur known for his witty Southern hip hop style and roles in the Fast & Furious film franchise.
  • C. King Oliver
    King Oliver was an influential early jazz cornetist and bandleader whose Creole Jazz Band helped launch Louis Armstrong’s career and shape the New Orleans jazz style.
  • D. Q-Tip
    Q-Tip is an American rapper, producer, and founding member of A Tribe Called Quest, renowned for his influential role in shaping alternative hip hop and jazz rap.
  • E. Deric "D-Dot" Angelettie
    Deric "D-Dot" Angelettie is an American hip-hop producer and rapper best known for his work with Bad Boy Records and his influential role in shaping the sound of 1990s East Coast rap.
  • 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_69a2e84b16c4819088d284c47c3a7968 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1b4f01881908b408357ff113308 completed Feb. 28, 2026, 1:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4b5d50c688190b0093af8870f6fdf completed March 1, 2026, 9:55 p.m.
NEDg Description generation batch_69a4b6643eb481908c1acc6f6d93aa05 completed March 1, 2026, 9:57 p.m.
NED2 Entity disambiguation (via description) batch_69a4b6d923b881908d5ad572be2c2946 completed March 1, 2026, 9:59 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.