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.