Triple

T2475759
Position Surface form Disambiguated ID Type / Status
Subject Zenani Mandela-Dlamini E55084 entity
Predicate familyName P18 FINISHED
Object Dlamini
Dlamini is a common Southern African surname of Swazi origin, notably associated with the Swazi royal family and various prominent public figures.
E271562 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: Dlamini | Statement: [Zenani Mandela-Dlamini, familyName, Dlamini]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dlamini
Context triple: [Zenani Mandela-Dlamini, familyName, Dlamini]
  • A. Thabana Ntlenyana
    Thabana Ntlenyana is the highest mountain in southern Africa, located in the Drakensberg range within Lesotho.
  • B. Zindziswa
    Zindziswa is the given first name of Zindzi Mandela, the South African diplomat, poet, and daughter of Nelson Mandela and Winnie Madikizela-Mandela.
  • C. Princess Zenani of the Thembu
    Princess Zenani of the Thembu is a South African royal and diplomat, the daughter of Nelson and Winnie Mandela, who has served as an ambassador representing South Africa abroad.
  • D. Nomzamo
    Nomzamo is the given name of Winnie Madikizela-Mandela, the prominent South African anti-apartheid activist and politician.
  • E. Nolani
    Nolani are the inhabitants or natives of the city of Nola in southern Italy.
  • 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: Dlamini
Triple: [Zenani Mandela-Dlamini, familyName, Dlamini]
Generated description
Dlamini is a common Southern African surname of Swazi origin, notably associated with the Swazi royal family and various prominent public figures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dlamini
Target entity description: Dlamini is a common Southern African surname of Swazi origin, notably associated with the Swazi royal family and various prominent public figures.
  • A. Thabana Ntlenyana
    Thabana Ntlenyana is the highest mountain in southern Africa, located in the Drakensberg range within Lesotho.
  • B. Zindziswa
    Zindziswa is the given first name of Zindzi Mandela, the South African diplomat, poet, and daughter of Nelson Mandela and Winnie Madikizela-Mandela.
  • C. Princess Zenani of the Thembu
    Princess Zenani of the Thembu is a South African royal and diplomat, the daughter of Nelson and Winnie Mandela, who has served as an ambassador representing South Africa abroad.
  • D. Nomzamo
    Nomzamo is the given name of Winnie Madikizela-Mandela, the prominent South African anti-apartheid activist and politician.
  • E. Nolani
    Nolani are the inhabitants or natives of the city of Nola in southern Italy.
  • 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_69ab49e279e88190ab10d7248aea9d11 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd14c8c388190bbdc486ffed6899e completed March 7, 2026, 7:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69af1f8990488190bc54cc5eadf11baa completed March 9, 2026, 7:29 p.m.
NEDg Description generation batch_69af1fe9eecc8190b5f3e15bde5239b4 completed March 9, 2026, 7:30 p.m.
NED2 Entity disambiguation (via description) batch_69af204da9c88190a59155f04a214b8d completed March 9, 2026, 7:32 p.m.
Created at: March 6, 2026, 9:45 p.m.