Triple

T6727495
Position Surface form Disambiguated ID Type / Status
Subject Afeni Shakur E153552 entity
Predicate spouse P13 FINISHED
Object Lumumba Shakur
Lumumba Shakur was a Black Panther Party activist and the first husband of Afeni Shakur, with whom he was involved in prominent 1960s–70s Black liberation organizing.
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: Lumumba Shakur | Statement: [Afeni Shakur, spouse, Lumumba Shakur]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lumumba Shakur
Context triple: [Afeni Shakur, spouse, Lumumba Shakur]
  • A. 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.
  • B. Mopreme Shakur
    Mopreme Shakur is an American rapper and stepbrother of Tupac Shakur, known for his work with groups like Thug Life and his contributions to West Coast hip hop in the 1990s.
  • C. 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.
  • 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. 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.
  • 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: Lumumba Shakur
Triple: [Afeni Shakur, spouse, Lumumba Shakur]
Generated description
Lumumba Shakur was a Black Panther Party activist and the first husband of Afeni Shakur, with whom he was involved in prominent 1960s–70s Black liberation organizing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lumumba Shakur
Target entity description: Lumumba Shakur was a Black Panther Party activist and the first husband of Afeni Shakur, with whom he was involved in prominent 1960s–70s Black liberation organizing.
  • A. 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.
  • B. Mopreme Shakur
    Mopreme Shakur is an American rapper and stepbrother of Tupac Shakur, known for his work with groups like Thug Life and his contributions to West Coast hip hop in the 1990s.
  • C. Afeni Shakur chosen
    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.
  • 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. 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.
  • F. None of above.

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_69c6880afb988190ad88011b48ecfcba completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d152a4908190a041f2049240e7ca completed March 27, 2026, 6:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69c72f8255ac81909e7732947d2a5f53 completed March 28, 2026, 1:31 a.m.
NEDg Description generation batch_69c7303c58a08190a1a71850e3874be1 completed March 28, 2026, 1:34 a.m.
NED2 Entity disambiguation (via description) batch_69c7308117548190be91fac0a9dd2989 completed March 28, 2026, 1:36 a.m.
Created at: March 27, 2026, 2:08 p.m.