Triple
T1411398
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Swaziland |
E31811
|
entity |
| Predicate | hasLibrary |
P35
|
FINISHED |
| Object |
University of Swaziland Library
The University of Swaziland Library is the main academic library system supporting teaching, learning, and research at the University of Swaziland in Eswatini.
|
E31811
|
NE FINISHED |
How this triple was built (4 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 Library | Statement: [University of Swaziland, hasLibrary, University of Swaziland Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Swaziland Library Context triple: [University of Swaziland, hasLibrary, University of Swaziland Library]
-
A.
University of Swaziland
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.
Great Zimbabwe University
Great Zimbabwe University is a public higher education institution in Masvingo, Zimbabwe, known for its programs in arts, commerce, education, and social sciences and for drawing inspiration from the nearby Great Zimbabwe heritage site.
-
D.
University of Zimbabwe
The University of Zimbabwe is the oldest and largest public university in Zimbabwe, recognized as the country’s premier institution of higher education and research.
-
E.
University of Fort Hare
The University of Fort Hare is a historically significant South African institution renowned for educating many prominent African leaders, including Nelson Mandela.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: University of Swaziland Library Triple: [University of Swaziland, hasLibrary, University of Swaziland Library]
Generated description
The University of Swaziland Library is the main academic library system supporting teaching, learning, and research at the University of Swaziland in Eswatini.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: University of Swaziland Library Target entity description: The University of Swaziland Library is the main academic library system supporting teaching, learning, and research at the University of Swaziland in Eswatini.
-
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.
Great Zimbabwe University
Great Zimbabwe University is a public higher education institution in Masvingo, Zimbabwe, known for its programs in arts, commerce, education, and social sciences and for drawing inspiration from the nearby Great Zimbabwe heritage site.
-
D.
University of Zimbabwe
The University of Zimbabwe is the oldest and largest public university in Zimbabwe, recognized as the country’s premier institution of higher education and research.
-
E.
University of Fort Hare
The University of Fort Hare is a historically significant South African institution renowned for educating many prominent African leaders, including Nelson Mandela.
- F. None of above.
Provenance (5 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_69a49919a994819086528951bc224775 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c3e1da988190bc7c187e193539b6 |
completed | March 1, 2026, 10:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad015a52a88190933e7337067e5364 |
completed | March 8, 2026, 4:55 a.m. |
| NEDg | Description generation | batch_69ad01eb335c81908775e89b8a0348cc |
completed | March 8, 2026, 4:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad029584308190af10520e928f890b |
completed | March 8, 2026, 5:01 a.m. |
Created at: March 1, 2026, 7:59 p.m.