Triple
T11507479
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mzuzu |
E272822
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
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.
|
E929875
|
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: Mzuzu University | Statement: [Mzuzu, hasUniversity, Mzuzu University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mzuzu University Context triple: [Mzuzu, hasUniversity, Mzuzu University]
-
A.
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.
-
B.
Lupane State University
Lupane State University is a public higher education institution in Zimbabwe known for offering degree programs in areas such as agriculture, commerce, and social sciences, primarily serving the Matabeleland region.
-
C.
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.
-
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.
Sefako Makgatho Health Sciences University
Sefako Makgatho Health Sciences University is a South African public university specializing in health sciences education and research, located north of Pretoria.
- 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: Mzuzu University Triple: [Mzuzu, hasUniversity, Mzuzu University]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mzuzu University Target entity description: 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.
-
A.
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.
-
B.
Lupane State University
Lupane State University is a public higher education institution in Zimbabwe known for offering degree programs in areas such as agriculture, commerce, and social sciences, primarily serving the Matabeleland region.
-
C.
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.
-
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.
Sefako Makgatho Health Sciences University
Sefako Makgatho Health Sciences University is a South African public university specializing in health sciences education and research, located north of Pretoria.
- 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_69d6aae2c3748190bed2ea50dfb160dc |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d86db43a648190be859bec2fe9f43b |
completed | April 10, 2026, 3:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e624e6e5b88190a2c64dcea1d7791b |
completed | April 20, 2026, 1:06 p.m. |
| NEDg | Description generation | batch_69e62cf224f881908badcdab6aea1aef |
completed | April 20, 2026, 1:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e663ffedfc8190a2b51995c62d1e6b |
completed | April 20, 2026, 5:36 p.m. |
Created at: April 8, 2026, 9:36 p.m.