Triple
T11118247
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Louis Chesimard |
E262948
|
entity |
| Predicate | hasNameVariant |
P457
|
FINISHED |
| Object |
Louis Shakur
Louis Shakur is an alternative name used for Louis Chesimard, better known as Assata Shakur, a former Black Liberation Army member and prominent figure in Black radical history.
|
E906015
|
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: Louis Shakur | Statement: [Louis Chesimard, hasNameVariant, Louis Shakur]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Louis Shakur Context triple: [Louis Chesimard, hasNameVariant, Louis Shakur]
-
A.
Kakuya Shakur
Kakuya Shakur is the daughter of Assata Shakur, the former Black Liberation Army member and political exile.
-
B.
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.
-
C.
Roc Marciano
Roc Marciano is an American rapper and producer known for his minimalist, sample-heavy production style and influential role in the resurgence of gritty, underground East Coast hip-hop.
-
D.
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.
-
E.
Lyriq Bent
Lyriq Bent is a Canadian actor known for his roles in the Saw film series, the television miniseries Book of Negroes, and various film and TV dramas.
- 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: Louis Shakur Triple: [Louis Chesimard, hasNameVariant, Louis Shakur]
Generated description
Louis Shakur is an alternative name used for Louis Chesimard, better known as Assata Shakur, a former Black Liberation Army member and prominent figure in Black radical history.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Louis Shakur Target entity description: Louis Shakur is an alternative name used for Louis Chesimard, better known as Assata Shakur, a former Black Liberation Army member and prominent figure in Black radical history.
-
A.
Kakuya Shakur
Kakuya Shakur is the daughter of Assata Shakur, the former Black Liberation Army member and political exile.
-
B.
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.
-
C.
Roc Marciano
Roc Marciano is an American rapper and producer known for his minimalist, sample-heavy production style and influential role in the resurgence of gritty, underground East Coast hip-hop.
-
D.
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.
-
E.
Lyriq Bent
Lyriq Bent is a Canadian actor known for his roles in the Saw film series, the television miniseries Book of Negroes, and various film and TV dramas.
- 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_69d6aa9b46cc8190b19f9f0cc45bf322 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d79af6fe448190b042c2e77b855b05 |
completed | April 9, 2026, 12:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e42d8084a88190918f1f94ca0119ed |
completed | April 19, 2026, 1:18 a.m. |
| NEDg | Description generation | batch_69e4307baca48190bbf82f8235d7e2c7 |
completed | April 19, 2026, 1:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e43771eaec8190be9bb709723931e0 |
completed | April 19, 2026, 2:01 a.m. |
Created at: April 8, 2026, 9:27 p.m.