Triple
T11924833
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mzilikazi kaMashobane |
E283751
|
entity |
| Predicate | hasHeritage |
P1494
|
FINISHED |
| Object | Nguni |
E720514
|
NE FINISHED |
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: Nguni | Statement: [Mzilikazi kaMashobane, hasHeritage, Nguni]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nguni Context triple: [Mzilikazi kaMashobane, hasHeritage, Nguni]
-
A.
Nguni
chosen
Nguni refers to a group of closely related Bantu-speaking peoples of Southern Africa, including the Zulu, Xhosa, Swazi, and Ndebele, who share linguistic and cultural ties.
-
B.
Gaza Nguni
Gaza Nguni was a powerful Nguni-speaking kingdom in southeastern Africa that emerged during the Mfecane upheavals and became a dominant regional force in the 19th century.
-
C.
Thembu
The Thembu are a Xhosa-speaking South African ethnic group historically known as one of the prominent chiefdoms in the Eastern Cape region.
-
D.
Xitswa
Xitswa is a Bantu language spoken primarily in southern Mozambique and neighboring regions, known for its rich oral traditions and close relation to other Tswa-Ronga languages.
-
E.
Sambia
Sambia is a historical region on the Baltic Sea coast, now part of Russia’s Kaliningrad Oblast, known for its amber deposits and former role within East Prussia.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6ab2ce9c48190b5d39511b524f666 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8e8e2fc648190a446c1917db1c7d9 |
completed | April 10, 2026, 12:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f45891f9c081909250a0aa0f7448d2 |
completed | May 1, 2026, 7:38 a.m. |
Created at: April 8, 2026, 9:45 p.m.