Triple

T21969670
Position Surface form Disambiguated ID Type / Status
Subject Zolani Mahola E542553 entity
Predicate givenName P17 FINISHED
Object Zolani
Zolani is a South African singer, actress, and storyteller best known as the former lead vocalist of the band Freshlyground.
 E1513585 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: Zolani | Statement: [Zolani Mahola, givenName, Zolani]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Zolani
Context triple: [Zolani Mahola, givenName, Zolani]
  • A. Zondi
    Zondi is a given name associated with Zondi Mandela, a member of South Africa’s prominent Mandela family.
  • B. Thokozani
    Thokozani is a given name most notably borne by Zimbabwean politician Thokozani Khupe.
  • C. Thabo
    Thabo is a common Southern African given name, often used in countries such as South Africa and Lesotho.
  • D. Khumalo
    Khumalo is a common Southern African surname associated with notable figures in arts, politics, and public life, particularly in South Africa and Zimbabwe.
  • E. Bheki
    Bheki is a character in J.M. Coetzee’s novel "Age of Iron," representing the struggles and resistance of Black South African youth under apartheid.
  • 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: Zolani
Triple: [Zolani Mahola, givenName, Zolani]
Generated description
Zolani is a South African singer, actress, and storyteller best known as the former lead vocalist of the band Freshlyground.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Zolani
Target entity description: Zolani is a South African singer, actress, and storyteller best known as the former lead vocalist of the band Freshlyground.
  • A. Zondi
    Zondi is a given name associated with Zondi Mandela, a member of South Africa’s prominent Mandela family.
  • B. Thokozani
    Thokozani is a given name most notably borne by Zimbabwean politician Thokozani Khupe.
  • C. Thabo
    Thabo is a common Southern African given name, often used in countries such as South Africa and Lesotho.
  • D. Khumalo
    Khumalo is a common Southern African surname associated with notable figures in arts, politics, and public life, particularly in South Africa and Zimbabwe.
  • E. Bheki
    Bheki is a character in J.M. Coetzee’s novel "Age of Iron," representing the struggles and resistance of Black South African youth under apartheid.
  • 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_69e0c48070988190909db97667b9a0ac completed April 16, 2026, 11:14 a.m.
NER Named-entity recognition batch_69f1245e4ebc8190968108cc95a22fe4 completed April 28, 2026, 9:19 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a73682f3c8190982c30c32ad54fee completed May 18, 2026, 2:03 a.m.
NEDg Description generation batch_6a0a74fbaad081908c82af6989820455 completed May 18, 2026, 2:10 a.m.
NED2 Entity disambiguation (via description) batch_6a0a75da70b0819086ad27b3f422c1a9 completed May 18, 2026, 2:13 a.m.
Created at: April 16, 2026, 8:02 p.m.