Triple
T16426144
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ntfombi Tfwala |
E398947
|
entity |
| Predicate | title |
P38
|
FINISHED |
| Object | Ndlovukati |
E397191
|
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: Ndlovukati | Statement: [Ntfombi Tfwala, title, Ndlovukati]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ndlovukati Context triple: [Ntfombi Tfwala, title, Ndlovukati]
-
A.
Ndlovukati
chosen
Ndlovukati is the title given to the Queen Mother and co-monarch in the traditional Swazi monarchy, holding significant spiritual and political authority.
-
B.
Ndaba
Ndaba is a South African author, entrepreneur, and activist best known as the grandson of Nelson Mandela and for his work promoting youth leadership and social change.
-
C.
Nongqawuse
Nongqawuse was a teenage Xhosa prophet whose visions in 1856–1857 inspired the catastrophic cattle-killing movement that led to widespread famine and social upheaval among the Xhosa people.
-
D.
Mdantsane
Mdantsane is a large township in South Africa’s Eastern Cape, known as a major residential area near East London and a historic center of anti-apartheid activism and boxing talent.
-
E.
Gundwane Ndiweni
Gundwane Ndiweni was a prominent 19th-century Ndebele military and political leader associated with the royal House of Khumalo in what is now Zimbabwe.
- 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_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. |
Created at: April 10, 2026, 5:09 a.m.