Triple
T1411652
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lusaka |
E31817
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
University of Zambia
The University of Zambia is the largest and oldest public university in Zambia, recognized as the country’s premier institution for higher education and research.
|
E161692
|
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 Zambia | Statement: [Lusaka, hasUniversity, University of Zambia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Zambia Context triple: [Lusaka, hasUniversity, University of Zambia]
-
A.
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.
-
B.
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.
-
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.
Bulawayo Polytechnic
Bulawayo Polytechnic is a major technical and vocational education institution in Bulawayo, Zimbabwe, offering a range of diploma and certificate programs in engineering, commerce, and applied sciences.
-
E.
Midlands State University
Midlands State University is a public higher education institution in Zimbabwe known for its diverse academic programs and multi-campus system, with its main campus located in Gweru.
- 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 Zambia Triple: [Lusaka, hasUniversity, University of Zambia]
Generated description
The University of Zambia is the largest and oldest public university in Zambia, recognized as the country’s premier institution for higher education and research.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: University of Zambia Target entity description: The University of Zambia is the largest and oldest public university in Zambia, recognized as the country’s premier institution for higher education and research.
-
A.
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.
-
B.
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.
-
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.
Bulawayo Polytechnic
Bulawayo Polytechnic is a major technical and vocational education institution in Bulawayo, Zimbabwe, offering a range of diploma and certificate programs in engineering, commerce, and applied sciences.
-
E.
Midlands State University
Midlands State University is a public higher education institution in Zimbabwe known for its diverse academic programs and multi-campus system, with its main campus located in Gweru.
- 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_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_69ace57be14881908d469d2b5333d6d5 |
completed | March 8, 2026, 2:57 a.m. |
| NEDg | Description generation | batch_69ace61c6f348190bba7717b1bd7f24a |
completed | March 8, 2026, 2:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ace6eeb99081908ac23a6c71faeae6 |
completed | March 8, 2026, 3:03 a.m. |
Created at: March 1, 2026, 7:59 p.m.