Triple

T523826
Position Surface form Disambiguated ID Type / Status
Subject The Roots E10874 entity
Predicate founder P104 FINISHED
Object Tariq "Black Thought" Trotter
Tariq "Black Thought" Trotter is an American rapper, lyricist, and actor best known as the lead MC of the hip hop band The Roots and for his intricate, socially conscious wordplay.
 E65607 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: Tariq "Black Thought" Trotter | Statement: [The Roots, founder, Tariq "Black Thought" Trotter]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tariq "Black Thought" Trotter
Context triple: [The Roots, founder, Tariq "Black Thought" Trotter]
  • 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. 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.
  • C. Ahmir "Questlove" Thompson
    Ahmir "Questlove" Thompson is an American drummer, DJ, producer, author, and filmmaker best known as the bandleader of The Roots and musical director for The Tonight Show Starring Jimmy Fallon.
  • D. Wyclef Jean
    Wyclef Jean is a Haitian-born rapper, musician, and producer best known as a member of the Fugees and for his successful solo career blending hip hop, reggae, and world music.
  • E. J Dilla
    J Dilla was a highly influential American hip-hop producer and rapper renowned for his innovative, soulful, and off-kilter approach to beat-making.
  • 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: Tariq "Black Thought" Trotter
Triple: [The Roots, founder, Tariq "Black Thought" Trotter]
Generated description
Tariq "Black Thought" Trotter is an American rapper, lyricist, and actor best known as the lead MC of the hip hop band The Roots and for his intricate, socially conscious wordplay.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tariq "Black Thought" Trotter
Target entity description: Tariq "Black Thought" Trotter is an American rapper, lyricist, and actor best known as the lead MC of the hip hop band The Roots and for his intricate, socially conscious wordplay.
  • 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. 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.
  • C. Ahmir "Questlove" Thompson
    Ahmir "Questlove" Thompson is an American drummer, DJ, producer, author, and filmmaker best known as the bandleader of The Roots and musical director for The Tonight Show Starring Jimmy Fallon.
  • D. Wyclef Jean
    Wyclef Jean is a Haitian-born rapper, musician, and producer best known as a member of the Fugees and for his successful solo career blending hip hop, reggae, and world music.
  • E. J Dilla
    J Dilla was a highly influential American hip-hop producer and rapper renowned for his innovative, soulful, and off-kilter approach to beat-making.
  • 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_69a2f1b656c08190b387f21b06d99e68 completed Feb. 28, 2026, 1:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4b23f97448190bd85a8c85d338039 completed March 1, 2026, 9:40 p.m.
NEDg Description generation batch_69a4b2c975ec8190bc16f146f89c3f05 completed March 1, 2026, 9:42 p.m.
NED2 Entity disambiguation (via description) batch_69a4b343f8f88190bd011924dd485bef completed March 1, 2026, 9:44 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.