Triple
T6509109
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Midnight Marauders |
E150082
|
entity |
| Predicate | notableTrack |
P8087
|
FINISHED |
| Object |
Steve Biko (Stir It Up)
"Steve Biko (Stir It Up)" is a politically charged hip-hop track by A Tribe Called Quest that pays tribute to South African anti-apartheid activist Steve Biko and appears on their acclaimed album "Midnight Marauders."
|
E601313
|
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: Steve Biko (Stir It Up) | Statement: [Midnight Marauders, notableTrack, Steve Biko (Stir It Up)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Steve Biko (Stir It Up) Context triple: [Midnight Marauders, notableTrack, Steve Biko (Stir It Up)]
-
A.
Steve Biko
Steve Biko was a South African anti-apartheid activist and leading proponent of the Black Consciousness Movement, whose ideas and death in police custody made him an enduring symbol of resistance to racial oppression.
-
B.
Cry Freedom (song)
"Cry Freedom" is a politically charged rock song by American band White Lion, known for its anti-apartheid message and emotive, melodic style.
-
C.
Brenda Fassie
Brenda Fassie was a hugely popular and influential South African pop singer and cultural icon, often called the "Queen of African Pop."
-
D.
To Be Young, Gifted and Black
"To Be Young, Gifted and Black" is a civil rights-era anthem by Nina Simone that celebrates Black pride, resilience, and the potential of Black youth.
-
E.
Sun City: Artists United Against Apartheid
Sun City: Artists United Against Apartheid was a 1985 protest supergroup and musical project organized by Steven Van Zandt that united prominent musicians to oppose South African apartheid and the Sun City resort.
- 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: Steve Biko (Stir It Up) Triple: [Midnight Marauders, notableTrack, Steve Biko (Stir It Up)]
Generated description
"Steve Biko (Stir It Up)" is a politically charged hip-hop track by A Tribe Called Quest that pays tribute to South African anti-apartheid activist Steve Biko and appears on their acclaimed album "Midnight Marauders."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Steve Biko (Stir It Up) Target entity description: "Steve Biko (Stir It Up)" is a politically charged hip-hop track by A Tribe Called Quest that pays tribute to South African anti-apartheid activist Steve Biko and appears on their acclaimed album "Midnight Marauders."
-
A.
Steve Biko
Steve Biko was a South African anti-apartheid activist and leading proponent of the Black Consciousness Movement, whose ideas and death in police custody made him an enduring symbol of resistance to racial oppression.
-
B.
Cry Freedom (song)
"Cry Freedom" is a politically charged rock song by American band White Lion, known for its anti-apartheid message and emotive, melodic style.
-
C.
Brenda Fassie
Brenda Fassie was a hugely popular and influential South African pop singer and cultural icon, often called the "Queen of African Pop."
-
D.
To Be Young, Gifted and Black
"To Be Young, Gifted and Black" is a civil rights-era anthem by Nina Simone that celebrates Black pride, resilience, and the potential of Black youth.
-
E.
Sun City: Artists United Against Apartheid
Sun City: Artists United Against Apartheid was a 1985 protest supergroup and musical project organized by Steven Van Zandt that united prominent musicians to oppose South African apartheid and the Sun City resort.
- 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_69c687ef291081909d437f035eef1cda |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c69f386aa08190bfc8592a92ec6339 |
completed | March 27, 2026, 3:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6cb5782fc8190a56b714bbc007490 |
completed | March 27, 2026, 6:24 p.m. |
| NEDg | Description generation | batch_69c6cd88f66c81909b364a816aeee8bf |
completed | March 27, 2026, 6:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6ce3a53cc8190a40d696a22ec65f4 |
completed | March 27, 2026, 6:36 p.m. |
Created at: March 27, 2026, 1:43 p.m.