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.