Triple
T2323170
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Windhoek |
E48226
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Namibia University of Science and Technology
Namibia University of Science and Technology is a leading public institution in Namibia specializing in science, engineering, technology, and applied research.
|
E257474
|
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: Namibia University of Science and Technology | Statement: [Windhoek, hasUniversity, Namibia University of Science and Technology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Namibia University of Science and Technology Context triple: [Windhoek, hasUniversity, Namibia University of Science and Technology]
-
A.
University of Namibia main campus
The University of Namibia main campus is the primary campus of Namibia’s national public university, located in the capital city of Windhoek and serving as its central hub for teaching, research, and administration.
-
B.
Nkumba University
Nkumba University is a private higher education institution in Uganda known for offering a range of undergraduate and postgraduate programs in fields such as business, education, social sciences, and applied sciences.
-
C.
Durban University of Technology
Durban University of Technology is a public university of technology in South Africa known for its career-focused programs in engineering, applied sciences, and the arts.
-
D.
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.
-
E.
Cape Peninsula University of Technology
Cape Peninsula University of Technology is a public university of technology in South Africa known for its career-focused, applied science and engineering programs.
- 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: Namibia University of Science and Technology Triple: [Windhoek, hasUniversity, Namibia University of Science and Technology]
Generated description
Namibia University of Science and Technology is a leading public institution in Namibia specializing in science, engineering, technology, and applied research.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Namibia University of Science and Technology Target entity description: Namibia University of Science and Technology is a leading public institution in Namibia specializing in science, engineering, technology, and applied research.
-
A.
University of Namibia main campus
The University of Namibia main campus is the primary campus of Namibia’s national public university, located in the capital city of Windhoek and serving as its central hub for teaching, research, and administration.
-
B.
Nkumba University
Nkumba University is a private higher education institution in Uganda known for offering a range of undergraduate and postgraduate programs in fields such as business, education, social sciences, and applied sciences.
-
C.
Durban University of Technology
Durban University of Technology is a public university of technology in South Africa known for its career-focused programs in engineering, applied sciences, and the arts.
-
D.
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.
-
E.
Cape Peninsula University of Technology
Cape Peninsula University of Technology is a public university of technology in South Africa known for its career-focused, applied science and engineering programs.
- F. None of above. chosen
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_69a88aa308a88190b0b86c011fda7fce |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc645bac081908c0b161d0ca99aaf |
completed | March 7, 2026, 6:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae96139e688190847bfa872bd08ed4 |
completed | March 9, 2026, 9:42 a.m. |
| NEDg | Description generation | batch_69ae971aa3bc8190b0b8b216106dca90 |
completed | March 9, 2026, 9:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae9795cf048190bc7a01ef86c12138 |
completed | March 9, 2026, 9:49 a.m. |
Created at: March 4, 2026, 7:49 p.m.