Triple

T1280356
Position Surface form Disambiguated ID Type / Status
Subject Tupac Shakur E27310 entity
Predicate halfSibling P363 FINISHED
Object Sekyiwa Shakur
Sekyiwa Shakur is an American woman best known as the younger half-sister of the late rapper and cultural icon Tupac Shakur, and for her work preserving his legacy and engaging in community activism.
 E158915 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: Sekyiwa Shakur | Statement: [Tupac Shakur, halfSibling, Sekyiwa Shakur]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sekyiwa Shakur
Context triple: [Tupac Shakur, halfSibling, Sekyiwa Shakur]
  • A. 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.
  • B. Mutulu Shakur
    Mutulu Shakur was an American activist and Black Liberation Army member known for his involvement in radical political movements and as the stepfather of rapper Tupac Shakur.
  • C. 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."
  • D. 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.
  • E. 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.
  • 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: Sekyiwa Shakur
Triple: [Tupac Shakur, halfSibling, Sekyiwa Shakur]
Generated description
Sekyiwa Shakur is an American woman best known as the younger half-sister of the late rapper and cultural icon Tupac Shakur, and for her work preserving his legacy and engaging in community activism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sekyiwa Shakur
Target entity description: Sekyiwa Shakur is an American woman best known as the younger half-sister of the late rapper and cultural icon Tupac Shakur, and for her work preserving his legacy and engaging in community activism.
  • A. 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.
  • B. Mutulu Shakur
    Mutulu Shakur was an American activist and Black Liberation Army member known for his involvement in radical political movements and as the stepfather of rapper Tupac Shakur.
  • C. 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."
  • D. 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.
  • E. 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.
  • 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_69acd470b044819087e0adfd137ff037 completed March 8, 2026, 1:44 a.m.
NEDg Description generation batch_69acd7aa69d8819084e154ac82a9ff3c completed March 8, 2026, 1:58 a.m.
NED2 Entity disambiguation (via description) batch_69acd7fc5410819092a0c83c89a7c397 completed March 8, 2026, 1:59 a.m.
Created at: March 1, 2026, 7:50 p.m.