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.