Triple

T5193302
Position Surface form Disambiguated ID Type / Status
Subject Disturbing tha Peace E117208 entity
Predicate foundedBy P104 FINISHED
Object 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.
E502295 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: Chaka Zulu | Statement: [Disturbing tha Peace, foundedBy, Chaka Zulu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chaka Zulu
Context triple: [Disturbing tha Peace, foundedBy, Chaka Zulu]
  • A. 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.
  • B. Mama Africa
    Mama Africa is a 2016 studio album by Nigerian singer Yemi Alade that blends Afro-pop, highlife, and dance music while celebrating African culture and womanhood.
  • C. Mama Africa
    "Mama Africa" is a roots reggae album by Jamaican musician Peter Tosh that blends socially conscious lyrics with traditional and contemporary reggae sounds.
  • D. Goapele
    Goapele is an American soul and R&B singer-songwriter known for her socially conscious lyrics and smooth, jazz-inflected vocal style.
  • E. 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.
  • 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: Chaka Zulu
Triple: [Disturbing tha Peace, foundedBy, Chaka Zulu]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chaka Zulu
Target entity description: 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.
  • A. 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.
  • B. Mama Africa
    Mama Africa is a 2016 studio album by Nigerian singer Yemi Alade that blends Afro-pop, highlife, and dance music while celebrating African culture and womanhood.
  • C. Mama Africa
    "Mama Africa" is a roots reggae album by Jamaican musician Peter Tosh that blends socially conscious lyrics with traditional and contemporary reggae sounds.
  • D. Goapele
    Goapele is an American soul and R&B singer-songwriter known for her socially conscious lyrics and smooth, jazz-inflected vocal style.
  • E. 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.
  • 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_69bd4462ed04819084fcb01eb9d2fa74 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd79efd16c8190b0b16278a00baecd completed March 20, 2026, 4:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69bee0943ce48190838aff0cfd12c655 completed March 21, 2026, 6:16 p.m.
NEDg Description generation batch_69bee5fc0c408190b4ad4b77e0045182 completed March 21, 2026, 6:39 p.m.
NED2 Entity disambiguation (via description) batch_69bee6b954c08190a353ebcfe829888a completed March 21, 2026, 6:43 p.m.
Created at: March 20, 2026, 1:46 p.m.