Triple

T6683861
Position Surface form Disambiguated ID Type / Status
Subject Miriam Makeba E152051 entity
Predicate notableWork P4 FINISHED
Object Soweto Blues
Soweto Blues is a politically charged anti-apartheid protest song, famously performed by South African singer Miriam Makeba and associated with the 1976 Soweto uprising.
E612070 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: Soweto Blues | Statement: [Miriam Makeba, notableWork, Soweto Blues]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Soweto Blues
Context triple: [Miriam Makeba, notableWork, Soweto Blues]
  • A. Chaka Zulu
    Chaka Zulu is a music industry executive and artist manager best known for co-founding Ludacris’s Disturbing tha Peace record label and helping shape early-2000s Southern hip hop.
  • B. Goapele
    Goapele is an American soul and R&B singer-songwriter known for her socially conscious lyrics and smooth, jazz-inflected vocal style.
  • C. God Bless Africa
    God Bless Africa is the English translation of the title of "Nkosi Sikelel' iAfrika," a famous African hymn that has served as a national or pan-African anthem in several African countries.
  • D. 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.
  • E. Mama Africa
    "Mama Africa" is a socially conscious Afropop/R&B song by Akon that celebrates and pays tribute to the African continent and its people.
  • 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: Soweto Blues
Triple: [Miriam Makeba, notableWork, Soweto Blues]
Generated description
Soweto Blues is a politically charged anti-apartheid protest song, famously performed by South African singer Miriam Makeba and associated with the 1976 Soweto uprising.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Soweto Blues
Target entity description: Soweto Blues is a politically charged anti-apartheid protest song, famously performed by South African singer Miriam Makeba and associated with the 1976 Soweto uprising.
  • A. Chaka Zulu
    Chaka Zulu is a music industry executive and artist manager best known for co-founding Ludacris’s Disturbing tha Peace record label and helping shape early-2000s Southern hip hop.
  • B. Goapele
    Goapele is an American soul and R&B singer-songwriter known for her socially conscious lyrics and smooth, jazz-inflected vocal style.
  • C. God Bless Africa
    God Bless Africa is the English translation of the title of "Nkosi Sikelel' iAfrika," a famous African hymn that has served as a national or pan-African anthem in several African countries.
  • D. 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.
  • E. Mama Africa
    "Mama Africa" is a socially conscious Afropop/R&B song by Akon that celebrates and pays tribute to the African continent and its people.
  • 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_69c687f9977c819097e7f5ada4fe522e completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6b122df14819082068af37611b691 completed March 27, 2026, 4:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6f7ae8f388190a3c78c89b7293804 completed March 27, 2026, 9:33 p.m.
NEDg Description generation batch_69c6f9f7b4b08190b5c4dab67758af67 completed March 27, 2026, 9:43 p.m.
NED2 Entity disambiguation (via description) batch_69c6fac7c0e881909b4c2058beebda9f completed March 27, 2026, 9:46 p.m.
Created at: March 27, 2026, 2:04 p.m.