Triple
T6974002
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kwaluseni Campus |
E161669
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | Kwaluseni |
E218041
|
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: Kwaluseni | Statement: [Kwaluseni Campus, locatedIn, Kwaluseni]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kwaluseni Context triple: [Kwaluseni Campus, locatedIn, Kwaluseni]
-
A.
Kwaluseni
chosen
Kwaluseni is a town in Eswatini known primarily as the main campus site of the University of Eswatini.
-
B.
Thembuland
Thembuland is a historical region in South Africa that served as the traditional homeland of the Thembu people, an Nguni-speaking group to which figures like Nelson Mandela belong.
-
C.
Motswana
A Motswana is an individual belonging to the Tswana ethnic group, primarily associated with the country of Botswana and neighboring regions of Southern Africa.
-
D.
South Africa
South Africa is a country at the southern tip of the African continent, known for its cultural and linguistic diversity, complex history of apartheid and democratic transition, and significant economic and political influence in the region.
-
E.
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.
- 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_69c68854a0d88190bc0bf82263f1afce |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6db3bda908190a10a91dc8d043ef1 |
completed | March 27, 2026, 7:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c761a6bbdc81908c96871f151db279 |
completed | March 28, 2026, 5:05 a.m. |
Created at: March 27, 2026, 2:30 p.m.