Triple

T1280355
Position Surface form Disambiguated ID Type / Status
Subject Tupac Shakur E27310 entity
Predicate stepfather P6826 FINISHED
Object 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.
E155500 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: Mutulu Shakur | Statement: [Tupac Shakur, stepfather, Mutulu Shakur]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mutulu Shakur
Context triple: [Tupac Shakur, stepfather, Mutulu 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. 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. 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.
  • D. Huey P. Newton
    Huey P. Newton was an African American political activist and co-founder of the Black Panther Party, known for his leadership in the Black Power movement and advocacy for Black self-defense and community programs.
  • E. Assata Shakur
    Assata Shakur is a former Black Panther and Black Liberation Army member, convicted in the 1973 killing of a New Jersey state trooper, who became an icon of Black radical resistance after escaping prison and receiving political asylum in Cuba.
  • 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: Mutulu Shakur
Triple: [Tupac Shakur, stepfather, Mutulu Shakur]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mutulu Shakur
Target entity description: 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.
  • 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. 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. 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.
  • D. Huey P. Newton
    Huey P. Newton was an African American political activist and co-founder of the Black Panther Party, known for his leadership in the Black Power movement and advocacy for Black self-defense and community programs.
  • E. Assata Shakur
    Assata Shakur is a former Black Panther and Black Liberation Army member, convicted in the 1973 killing of a New Jersey state trooper, who became an icon of Black radical resistance after escaping prison and receiving political asylum in Cuba.
  • 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_69acce5dac54819097ff1fe72a19380d completed March 8, 2026, 1:18 a.m.
NEDg Description generation batch_69accef1f294819093f463001ae8796b completed March 8, 2026, 1:20 a.m.
NED2 Entity disambiguation (via description) batch_69accf59a4e48190bfe11b97c4d33913 completed March 8, 2026, 1:22 a.m.
Created at: March 1, 2026, 7:50 p.m.