Triple

T1280354
Position Surface form Disambiguated ID Type / Status
Subject Tupac Shakur E27310 entity
Predicate mother P120 FINISHED
Object Afeni Shakur
Afeni Shakur was an American political activist and former Black Panther best known as the mother of rapper Tupac Shakur and as the executor and guardian of his artistic legacy.
E153552 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: Afeni Shakur | Statement: [Tupac Shakur, mother, Afeni Shakur]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Afeni Shakur
Context triple: [Tupac Shakur, mother, Afeni Shakur]
  • A. Tupac Shakur
    Tupac Shakur was a highly influential American rapper, actor, and cultural icon known for his socially conscious lyrics, prolific output, and enduring impact on hip-hop and popular culture.
  • B. 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.
  • C. Cormega
    Cormega is an American rapper from Queensbridge, New York, known for his gritty street narratives and association with the early Nas-led hip-hop collective The Firm.
  • 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. Raekwon
    Raekwon is an American rapper best known as a core member of the influential hip hop group Wu-Tang Clan and for his acclaimed solo album "Only Built 4 Cuban Linx...."
  • 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: Afeni Shakur
Triple: [Tupac Shakur, mother, Afeni Shakur]
Generated description
Afeni Shakur was an American political activist and former Black Panther best known as the mother of rapper Tupac Shakur and as the executor and guardian of his artistic legacy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Afeni Shakur
Target entity description: Afeni Shakur was an American political activist and former Black Panther best known as the mother of rapper Tupac Shakur and as the executor and guardian of his artistic legacy.
  • A. Tupac Shakur
    Tupac Shakur was a highly influential American rapper, actor, and cultural icon known for his socially conscious lyrics, prolific output, and enduring impact on hip-hop and popular culture.
  • B. 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.
  • C. Cormega
    Cormega is an American rapper from Queensbridge, New York, known for his gritty street narratives and association with the early Nas-led hip-hop collective The Firm.
  • 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. Raekwon
    Raekwon is an American rapper best known as a core member of the influential hip hop group Wu-Tang Clan and for his acclaimed solo album "Only Built 4 Cuban Linx...."
  • 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_69a496d3710c8190955dee8bc0dacb50 completed March 1, 2026, 7:43 p.m.
NER Named-entity recognition batch_69a4c094eb4881909a33061339f91190 completed March 1, 2026, 10:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69acc61df4b48190aa142f30026e6580 completed March 8, 2026, 12:43 a.m.
NEDg Description generation batch_69acc6ae66408190bf48fe3150a08116 completed March 8, 2026, 12:45 a.m.
NED2 Entity disambiguation (via description) batch_69acc73b92248190b723cb64046799e3 completed March 8, 2026, 12:47 a.m.
Created at: March 1, 2026, 7:50 p.m.