Triple

T23170187
Position Surface form Disambiguated ID Type / Status
Subject Dan Muckala E578830 entity
Predicate notableWorkWith P26239 FINISHED
Object Mandisa
Mandisa was a Grammy-winning American contemporary Christian and gospel singer who gained national recognition as a finalist on the fifth season of American Idol.
 E1572073 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: Mandisa | Statement: [Dan Muckala, notableWorkWith, Mandisa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mandisa
Context triple: [Dan Muckala, notableWorkWith, Mandisa]
  • A. Zandile
    Zandile is a given name notably borne by Amala Ratna Zandile Dlamini, the South African–American rapper and singer known professionally as Doja Cat.
  • B. Mamphela
    Mamphela is the given name of Mamphela Ramphele, a prominent South African activist, medical doctor, academic, and former anti-apartheid leader.
  • C. Thandiwe
    Thandiwe is a feminine given name of African origin, notably borne by British-Zimbabwean actress Thandiwe Newton.
  • D. Zanele
    Zanele is a feminine given name commonly used in Southern Africa, particularly among Zulu and Xhosa speakers.
  • E. Lindiwe
    Lindiwe is a South African female given name commonly associated with prominent figures in politics and public life.
  • 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: Mandisa
Triple: [Dan Muckala, notableWorkWith, Mandisa]
Generated description
Mandisa was a Grammy-winning American contemporary Christian and gospel singer who gained national recognition as a finalist on the fifth season of American Idol.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mandisa
Target entity description: Mandisa was a Grammy-winning American contemporary Christian and gospel singer who gained national recognition as a finalist on the fifth season of American Idol.
  • A. Zandile
    Zandile is a given name notably borne by Amala Ratna Zandile Dlamini, the South African–American rapper and singer known professionally as Doja Cat.
  • B. Mamphela
    Mamphela is the given name of Mamphela Ramphele, a prominent South African activist, medical doctor, academic, and former anti-apartheid leader.
  • C. Thandiwe
    Thandiwe is a feminine given name of African origin, notably borne by British-Zimbabwean actress Thandiwe Newton.
  • D. Zanele
    Zanele is a feminine given name commonly used in Southern Africa, particularly among Zulu and Xhosa speakers.
  • E. Lindiwe
    Lindiwe is a South African female given name commonly associated with prominent figures in politics and public life.
  • 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_69e245fd2a388190b814c0dfa15f7148 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18f2f10208190b3a0f9a4c790cb0a completed April 29, 2026, 4:55 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c30a88f5481909885c05b189f71a6 completed May 19, 2026, 9:43 a.m.
NEDg Description generation batch_6a0c312da45881908330ce9d0c8795b9 completed May 19, 2026, 9:45 a.m.
NED2 Entity disambiguation (via description) batch_6a0c31a2ce1881909bc4584a1ae7bcdc completed May 19, 2026, 9:47 a.m.
Created at: April 17, 2026, 4:03 p.m.