Triple
T11447564
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ministry of Higher and Tertiary Education, Innovation, Science and Technology Development of Zimbabwe |
E271303
|
entity |
| Predicate | worksWith |
P398
|
FINISHED |
| Object |
Zimbabwe Council for Higher Education
The Zimbabwe Council for Higher Education is the national regulatory and quality assurance body responsible for accrediting and overseeing higher education institutions and programs in Zimbabwe.
|
E928318
|
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: Zimbabwe Council for Higher Education | Statement: [Ministry of Higher and Tertiary Education, Innovation, Science and Technology Development of Zimbabwe, worksWith, Zimbabwe Council for Higher Education]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zimbabwe Council for Higher Education Context triple: [Ministry of Higher and Tertiary Education, Innovation, Science and Technology Development of Zimbabwe, worksWith, Zimbabwe Council for Higher Education]
-
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.
Chinhoyi University of Technology
Chinhoyi University of Technology is a public higher education institution in Chinhoyi, Zimbabwe, known for its focus on science, engineering, and technology programs.
-
C.
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.
-
D.
University of Lusaka
The University of Lusaka is a private higher education institution in Zambia’s capital that offers a range of undergraduate and postgraduate programs across fields such as business, law, health sciences, and social sciences.
-
E.
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.
- 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: Zimbabwe Council for Higher Education Triple: [Ministry of Higher and Tertiary Education, Innovation, Science and Technology Development of Zimbabwe, worksWith, Zimbabwe Council for Higher Education]
Generated description
The Zimbabwe Council for Higher Education is the national regulatory and quality assurance body responsible for accrediting and overseeing higher education institutions and programs in Zimbabwe.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zimbabwe Council for Higher Education Target entity description: The Zimbabwe Council for Higher Education is the national regulatory and quality assurance body responsible for accrediting and overseeing higher education institutions and programs in Zimbabwe.
-
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.
Chinhoyi University of Technology
Chinhoyi University of Technology is a public higher education institution in Chinhoyi, Zimbabwe, known for its focus on science, engineering, and technology programs.
-
C.
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.
-
D.
University of Lusaka
The University of Lusaka is a private higher education institution in Zambia’s capital that offers a range of undergraduate and postgraduate programs across fields such as business, law, health sciences, and social sciences.
-
E.
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.
- 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_69d6aadff8888190a13f253f0d460874 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d81c6d4890819082fb4a670feb2629 |
completed | April 9, 2026, 9:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e603f7b7c0819092de5ab040b21dc9 |
completed | April 20, 2026, 10:46 a.m. |
| NEDg | Description generation | batch_69e610a07bf881908de79850edb9576f |
completed | April 20, 2026, 11:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e617fdaaa88190a1860fb00309596b |
completed | April 20, 2026, 12:11 p.m. |
Created at: April 8, 2026, 9:35 p.m.