Triple
T22273667
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mzilikazi |
E550545
|
entity |
| Predicate | alsoKnownAs |
P39
|
FINISHED |
| Object | Mzilikazi Khumalo |
—
|
NE NERFINISHED |
How this triple was built (2 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: Mzilikazi Khumalo | Statement: [Mzilikazi, alsoKnownAs, Mzilikazi Khumalo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mzilikazi Khumalo Context triple: [Mzilikazi, alsoKnownAs, Mzilikazi Khumalo]
-
A.
Mzilikazi Khumalo
chosen
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.
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.
-
C.
Siphosethu Ngcobo
Siphosethu Ngcobo is a South African politician who serves in a top leadership role within the Inkatha Freedom Party.
-
D.
Gwede Mantashe
Gwede Mantashe is a South African politician and trade unionist who has held senior leadership roles in the African National Congress and the national government.
-
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.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e11e43d8208190aff4f9cf7f2c2a8a |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f14ea547e4819098baf88f3c605242 |
completed | April 29, 2026, 12:19 a.m. |
Created at: April 16, 2026, 8:40 p.m.