Triple

T197136
Position Surface form Disambiguated ID Type / Status
Subject Love in the Future E3841 entity
Predicate producer P490 FINISHED
Object 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.
E28254 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: Q-Tip | Statement: [Love in the Future, producer, Q-Tip]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Q-Tip
Context triple: [Love in the Future, producer, Q-Tip]
  • 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. 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.
  • C. André 3000
    André 3000 is an American rapper, singer, songwriter, producer, and actor best known as one half of the influential hip hop duo Outkast.
  • D. Snoop Dogg
    Snoop Dogg is an American rapper, songwriter, and media personality known for his laid-back flow, West Coast G-funk sound, and decades-long influence on hip-hop culture.
  • E. DMX
    DMX was an American rapper and actor known for his gritty delivery, intense persona, and influential late-1990s and early-2000s hip-hop hits such as "Ruff Ryders' Anthem" and "Party Up (Up in Here)."
  • 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: Q-Tip
Triple: [Love in the Future, producer, Q-Tip]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Q-Tip
Target entity description: 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.
  • 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. 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.
  • C. André 3000
    André 3000 is an American rapper, singer, songwriter, producer, and actor best known as one half of the influential hip hop duo Outkast.
  • D. Snoop Dogg
    Snoop Dogg is an American rapper, songwriter, and media personality known for his laid-back flow, West Coast G-funk sound, and decades-long influence on hip-hop culture.
  • E. DMX
    DMX was an American rapper and actor known for his gritty delivery, intense persona, and influential late-1990s and early-2000s hip-hop hits such as "Ruff Ryders' Anthem" and "Party Up (Up in Here)."
  • 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_69a2548debd48190ae3a06d6e65b53c6 completed Feb. 28, 2026, 2:35 a.m.
NER Named-entity recognition batch_69a2598594388190a56f36fa036eac84 completed Feb. 28, 2026, 2:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69a34d935eb48190a6f327ae77917d2c completed Feb. 28, 2026, 8:18 p.m.
NEDg Description generation batch_69a34e06b8488190b361506c261baab6 completed Feb. 28, 2026, 8:20 p.m.
NED2 Entity disambiguation (via description) batch_69a34e63883c81908aa5d8d907c37720 completed Feb. 28, 2026, 8:21 p.m.
Created at: Feb. 28, 2026, 2:41 a.m.