Triple

T2877397
Position Surface form Disambiguated ID Type / Status
Subject Lobengula Khumalo E56909 entity
Predicate mother P120 FINISHED
Object Fulatha Tshabalala
Fulatha Tshabalala was a Ndebele woman best known as the mother of Lobengula Khumalo, the second and last king of the Northern Ndebele (Matabele) kingdom in what is now Zimbabwe.
E330765 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: Fulatha Tshabalala | Statement: [Lobengula Khumalo, mother, Fulatha Tshabalala]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fulatha Tshabalala
Context triple: [Lobengula Khumalo, mother, Fulatha Tshabalala]
  • A. Njongonkulu Ndungane
    Njongonkulu Ndungane is a South African Anglican cleric who served as Archbishop of Cape Town and was a prominent anti-apartheid activist and church leader.
  • B. Dumisa Ntsebeza
    Dumisa Ntsebeza is a South African lawyer, human rights advocate, and former Truth and Reconciliation Commission commissioner known for his work on transitional justice and constitutional law.
  • C. Mahlamba Ndlopfu
    Mahlamba Ndlopfu is the official presidential residence of South Africa, located in the Bryntirion Estate in Pretoria.
  • D. Gadla Henry Mphakanyiswa
    Gadla Henry Mphakanyiswa was a South African chief and the father of Nelson Mandela, making him the paternal great-grandfather of Zindzi Mandela.
  • E. Raymond Mhlaba
    Raymond Mhlaba was a South African anti-apartheid activist, senior African National Congress leader, and later a provincial premier who became notable for his role in the struggle against apartheid and his imprisonment alongside Nelson Mandela.
  • 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: Fulatha Tshabalala
Triple: [Lobengula Khumalo, mother, Fulatha Tshabalala]
Generated description
Fulatha Tshabalala was a Ndebele woman best known as the mother of Lobengula Khumalo, the second and last king of the Northern Ndebele (Matabele) kingdom in what is now Zimbabwe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fulatha Tshabalala
Target entity description: Fulatha Tshabalala was a Ndebele woman best known as the mother of Lobengula Khumalo, the second and last king of the Northern Ndebele (Matabele) kingdom in what is now Zimbabwe.
  • A. Njongonkulu Ndungane
    Njongonkulu Ndungane is a South African Anglican cleric who served as Archbishop of Cape Town and was a prominent anti-apartheid activist and church leader.
  • B. Dumisa Ntsebeza
    Dumisa Ntsebeza is a South African lawyer, human rights advocate, and former Truth and Reconciliation Commission commissioner known for his work on transitional justice and constitutional law.
  • C. Mahlamba Ndlopfu
    Mahlamba Ndlopfu is the official presidential residence of South Africa, located in the Bryntirion Estate in Pretoria.
  • D. Gadla Henry Mphakanyiswa
    Gadla Henry Mphakanyiswa was a South African chief and the father of Nelson Mandela, making him the paternal great-grandfather of Zindzi Mandela.
  • E. Raymond Mhlaba
    Raymond Mhlaba was a South African anti-apartheid activist, senior African National Congress leader, and later a provincial premier who became notable for his role in the struggle against apartheid and his imprisonment alongside Nelson Mandela.
  • 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_69ab4a4ced288190ab6d3e062d10f7f6 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abe007329c8190b0bc1851c7307124 completed March 7, 2026, 8:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69b2249f50008190921040166f6036b9 completed March 12, 2026, 2:27 a.m.
NEDg Description generation batch_69b2254ac6d88190b40c7c5b5a0f4eba completed March 12, 2026, 2:30 a.m.
NED2 Entity disambiguation (via description) batch_69b225c6c2d88190adb381023e0c3219 completed March 12, 2026, 2:32 a.m.
Created at: March 6, 2026, 10:03 p.m.