Triple
T12908397
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Khumalo dynasty |
E308786
|
entity |
| Predicate | notableMember |
P10
|
FINISHED |
| Object |
Mashobane Khumalo
Mashobane Khumalo was a prominent historical leader of the Khumalo dynasty in southern Africa, known as the father of the Ndebele king Mzilikazi.
|
E1022634
|
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: Mashobane Khumalo | Statement: [Khumalo dynasty, notableMember, Mashobane Khumalo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mashobane Khumalo Context triple: [Khumalo dynasty, notableMember, Mashobane Khumalo]
-
A.
Mzilikazi Khumalo
Mzilikazi Khumalo was the 19th-century founder and king of the Ndebele (Matabele) nation in southern Africa, renowned for his military leadership and state-building after breaking away from Shaka Zulu.
-
B.
Siphosethu Ngcobo
Siphosethu Ngcobo is a South African politician who serves in a top leadership role within the Inkatha Freedom Party.
-
C.
Mponeng Mhlauli
Mponeng Mhlauli is a South African writer whose experiences under apartheid inspired the story that became the basis for the Disney Channel film "The Color of Friendship."
-
D.
Sithembiso Khumalo
Sithembiso Khumalo is an actor known for appearing in the 2006 political thriller film "Catch a Fire."
-
E.
Amos Masondo
Amos Masondo is a South African politician and former mayor of Johannesburg who has held senior leadership roles in the country’s national legislative structures.
- 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: Mashobane Khumalo Triple: [Khumalo dynasty, notableMember, Mashobane Khumalo]
Generated description
Mashobane Khumalo was a prominent historical leader of the Khumalo dynasty in southern Africa, known as the father of the Ndebele king Mzilikazi.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mashobane Khumalo Target entity description: Mashobane Khumalo was a prominent historical leader of the Khumalo dynasty in southern Africa, known as the father of the Ndebele king Mzilikazi.
-
A.
Mzilikazi Khumalo
Mzilikazi Khumalo was the 19th-century founder and king of the Ndebele (Matabele) nation in southern Africa, renowned for his military leadership and state-building after breaking away from Shaka Zulu.
-
B.
Siphosethu Ngcobo
Siphosethu Ngcobo is a South African politician who serves in a top leadership role within the Inkatha Freedom Party.
-
C.
Mponeng Mhlauli
Mponeng Mhlauli is a South African writer whose experiences under apartheid inspired the story that became the basis for the Disney Channel film "The Color of Friendship."
-
D.
Sithembiso Khumalo
Sithembiso Khumalo is an actor known for appearing in the 2006 political thriller film "Catch a Fire."
-
E.
Amos Masondo
Amos Masondo is a South African politician and former mayor of Johannesburg who has held senior leadership roles in the country’s national legislative structures.
- 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_69d7bdf92b588190acdf2a2291ac4590 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d9719d4d1c8190a2c4f362e1772a73 |
completed | April 10, 2026, 9:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6e262580c8190ad3f1aa77fd0674c |
completed | May 3, 2026, 5:51 a.m. |
| NEDg | Description generation | batch_69f6e4774f4881908692c2d57158db4a |
completed | May 3, 2026, 6 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6e5630a5c8190bc17abac3cc6612e |
completed | May 3, 2026, 6:04 a.m. |
Created at: April 9, 2026, 5:41 p.m.