Triple
T22726153
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lindiwe Sisulu |
E561997
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object | University of Swaziland |
—
|
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: University of Swaziland | Statement: [Lindiwe Sisulu, educatedAt, University of Swaziland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Swaziland Context triple: [Lindiwe Sisulu, educatedAt, University of Swaziland]
-
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.
University of Venda
The University of Venda is a South African public university located in Thohoyandou, Limpopo, known for serving rural communities and offering a wide range of undergraduate and postgraduate programs.
-
C.
University of Botswana
The University of Botswana is the largest and oldest public university in Botswana, recognized as the country’s premier institution for higher education and research.
-
D.
University of Zululand
The University of Zululand is a South African public university located in KwaZulu-Natal, known for serving predominantly rural communities and offering a wide range of undergraduate and postgraduate programs.
-
E.
Mzuzu University
Mzuzu University is a public higher education institution in Malawi known for offering diverse academic programs and serving as a key center for learning and research in the northern region of the country.
- 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_69e2454fc984819088213b58ee87a002 |
completed | April 17, 2026, 2:35 p.m. |
| NER | Named-entity recognition | batch_69f17929710c81909a895622ee32920e |
completed | April 29, 2026, 3:21 a.m. |
Created at: April 17, 2026, 3:20 p.m.