Triple
T16356116
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Manzini |
E397182
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object | University of Eswatini (nearby campus at Kwaluseni) |
E31811
|
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: University of Eswatini (nearby campus at Kwaluseni) | Statement: [Manzini, hasEducationalInstitution, University of Eswatini (nearby campus at Kwaluseni)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Eswatini (nearby campus at Kwaluseni) Context triple: [Manzini, hasEducationalInstitution, University of Eswatini (nearby campus at Kwaluseni)]
-
A.
University of Swaziland
chosen
The University of Swaziland is the main public higher education institution in Eswatini, offering a range of undergraduate and postgraduate programs across multiple campuses.
-
B.
Kwaluseni Campus
Kwaluseni Campus is the main and largest campus of the University of Swaziland, serving as its primary academic and administrative center.
-
C.
Polokwane Campus
Polokwane Campus is a regional branch of the Tshwane University of Technology located in Polokwane, South Africa, offering a range of academic programs and services to students in the Limpopo province.
-
D.
Gaborone campus
Gaborone campus is the main campus of the University of Botswana, located in Botswana’s capital city and serving as its primary center for teaching, research, and administration.
-
E.
Mbombela Campus
Mbombela Campus is a regional campus of the Tshwane University of Technology located in Mbombela, South Africa, offering a range of academic programs to students in the area.
- 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_69d87f2778dc8190aa95c7572db127e6 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e2facf67e0819089a23ce6f5642fbe |
completed | April 18, 2026, 3:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a002dbaacd88190b2c90c5be2832307 |
completed | May 10, 2026, 7:03 a.m. |
Created at: April 10, 2026, 5:07 a.m.