Triple

T16426107
Position Surface form Disambiguated ID Type / Status
Subject Sobhuza II E398946 entity
Predicate mother P120 FINISHED
Object Labotsibeni Mdluli
Labotsibeni Mdluli was a prominent Swazi queen mother and regent who played a key role in the political leadership and modernization of Swaziland in the late 19th and early 20th centuries.
 E1212076 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: Labotsibeni Mdluli | Statement: [Sobhuza II, mother, Labotsibeni Mdluli]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Labotsibeni Mdluli
Context triple: [Sobhuza II, mother, Labotsibeni Mdluli]
  • A. Noqaphi Nosekeni
    Noqaphi Nosekeni was the maternal grandmother of Zindzi Mandela and a member of Nelson Mandela’s extended family.
  • B. Thuso Mbedu
    Thuso Mbedu is a South African actress acclaimed for her powerful performances in international television and film, earning recognition and award nominations for her dramatic roles.
  • C. Vuli Ndlela
    "Vuli Ndlela" is a hugely popular South African pop song by Brenda Fassie, widely regarded as one of her signature hits and a classic of 1990s African music.
  • D. Amandla
    Amandla is a unisex given name of Xhosa and Zulu origin meaning "power" or "strength."
  • E. Goapele Mohlabane
    Goapele Mohlabane is an American soul and R&B singer-songwriter known for her socially conscious lyrics and smooth, jazz-infused sound.
  • 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: Labotsibeni Mdluli
Triple: [Sobhuza II, mother, Labotsibeni Mdluli]
Generated description
Labotsibeni Mdluli was a prominent Swazi queen mother and regent who played a key role in the political leadership and modernization of Swaziland in the late 19th and early 20th centuries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Labotsibeni Mdluli
Target entity description: Labotsibeni Mdluli was a prominent Swazi queen mother and regent who played a key role in the political leadership and modernization of Swaziland in the late 19th and early 20th centuries.
  • A. Noqaphi Nosekeni
    Noqaphi Nosekeni was the maternal grandmother of Zindzi Mandela and a member of Nelson Mandela’s extended family.
  • B. Thuso Mbedu
    Thuso Mbedu is a South African actress acclaimed for her powerful performances in international television and film, earning recognition and award nominations for her dramatic roles.
  • C. Vuli Ndlela
    "Vuli Ndlela" is a hugely popular South African pop song by Brenda Fassie, widely regarded as one of her signature hits and a classic of 1990s African music.
  • D. Amandla
    Amandla is a unisex given name of Xhosa and Zulu origin meaning "power" or "strength."
  • E. Goapele Mohlabane
    Goapele Mohlabane is an American soul and R&B singer-songwriter known for her socially conscious lyrics and smooth, jazz-infused sound.
  • 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_69d87f2b9024819085c20e52de95d583 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e328faa7448190a2606f1b37ea0a3d completed April 18, 2026, 6:47 a.m.
NED1 Entity disambiguation (via context triple) batch_6a003c7273e48190b0668948141cf30b completed May 10, 2026, 8:06 a.m.
NEDg Description generation batch_6a003ef320e4819094cfa05fc1a40cbd completed May 10, 2026, 8:16 a.m.
NED2 Entity disambiguation (via description) batch_6a00404955f88190a4863f8527a69d6f completed May 10, 2026, 8:22 a.m.
Created at: April 10, 2026, 5:09 a.m.