Triple

T1109272
Position Surface form Disambiguated ID Type / Status
Subject Talib Kweli E25555 entity
Predicate associatedAct P37 FINISHED
Object Yasiin Bey
Yasiin Bey, formerly known as Mos Def, is an American rapper, actor, and activist renowned for his socially conscious lyrics and influential role in alternative hip hop.
 E135626 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: Yasiin Bey | Statement: [Talib Kweli, associatedAct, Yasiin Bey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Yasiin Bey
Context triple: [Talib Kweli, associatedAct, Yasiin Bey]
  • A. Malaak Shabazz
    Malaak Shabazz is one of the daughters of the late civil rights leader Malcolm X and has been involved in activism and public speaking related to her father's legacy.
  • B. Bilal
    Bilal is an American neo-soul and R&B singer-songwriter known for his rich, genre-blending vocals and critically acclaimed work with artists across hip-hop, jazz, and soul.
  • C. 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.
  • D. Dulé Hill
    Dulé Hill is an American actor best known for his roles as presidential aide Charlie Young on "The West Wing" and pharmaceutical salesman-turned-fake psychic Burton "Gus" Guster on "Psych."
  • E. 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.
  • 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: Yasiin Bey
Triple: [Talib Kweli, associatedAct, Yasiin Bey]
Generated description
Yasiin Bey, formerly known as Mos Def, is an American rapper, actor, and activist renowned for his socially conscious lyrics and influential role in alternative hip hop.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Yasiin Bey
Target entity description: Yasiin Bey, formerly known as Mos Def, is an American rapper, actor, and activist renowned for his socially conscious lyrics and influential role in alternative hip hop.
  • A. Malaak Shabazz
    Malaak Shabazz is one of the daughters of the late civil rights leader Malcolm X and has been involved in activism and public speaking related to her father's legacy.
  • B. Bilal
    Bilal is an American neo-soul and R&B singer-songwriter known for his rich, genre-blending vocals and critically acclaimed work with artists across hip-hop, jazz, and soul.
  • C. 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.
  • D. Dulé Hill
    Dulé Hill is an American actor best known for his roles as presidential aide Charlie Young on "The West Wing" and pharmaceutical salesman-turned-fake psychic Burton "Gus" Guster on "Psych."
  • E. 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.
  • 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_69a49428d4448190b3b36991ceae87ce completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4ba045fd88190982e1c6278fb9ca3 completed March 1, 2026, 10:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac6f0fac0c8190b23a976b495d1701 completed March 7, 2026, 6:31 p.m.
NEDg Description generation batch_69ac6fea11408190b84d9fc54d4c4917 completed March 7, 2026, 6:35 p.m.
NED2 Entity disambiguation (via description) batch_69ac70592c5c8190a1f86378ec5f70a9 completed March 7, 2026, 6:37 p.m.
Created at: March 1, 2026, 7:43 p.m.