Triple
T7152191
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lilongwe |
E166716
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Malawi College of Health Sciences (Lilongwe campus)
Malawi College of Health Sciences (Lilongwe campus) is a public health training institution in Malawi’s capital that offers professional education for nurses, clinical officers, and other allied health workers.
|
E646080
|
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: Malawi College of Health Sciences (Lilongwe campus) | Statement: [Lilongwe, hasUniversity, Malawi College of Health Sciences (Lilongwe campus)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malawi College of Health Sciences (Lilongwe campus) Context triple: [Lilongwe, hasUniversity, Malawi College of Health Sciences (Lilongwe campus)]
-
A.
Lusaka Apex Medical University
Lusaka Apex Medical University is a private medical university in Zambia that focuses on training healthcare professionals and advancing medical education and research.
-
B.
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.
-
C.
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.
-
D.
Luyengo Campus
Luyengo Campus is one of the main campuses of the University of Swaziland, known for its agricultural and environmental science programs.
-
E.
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.
- 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: Malawi College of Health Sciences (Lilongwe campus) Triple: [Lilongwe, hasUniversity, Malawi College of Health Sciences (Lilongwe campus)]
Generated description
Malawi College of Health Sciences (Lilongwe campus) is a public health training institution in Malawi’s capital that offers professional education for nurses, clinical officers, and other allied health workers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Malawi College of Health Sciences (Lilongwe campus) Target entity description: Malawi College of Health Sciences (Lilongwe campus) is a public health training institution in Malawi’s capital that offers professional education for nurses, clinical officers, and other allied health workers.
-
A.
Lusaka Apex Medical University
Lusaka Apex Medical University is a private medical university in Zambia that focuses on training healthcare professionals and advancing medical education and research.
-
B.
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.
-
C.
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.
-
D.
Luyengo Campus
Luyengo Campus is one of the main campuses of the University of Swaziland, known for its agricultural and environmental science programs.
-
E.
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.
- 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_69c68886779c8190a8e3fbabffe68253 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e7f3e4a88190a3110f2368262528 |
completed | March 27, 2026, 8:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7adad45208190a8e09173a4d26591 |
completed | March 28, 2026, 10:30 a.m. |
| NEDg | Description generation | batch_69c7aeb1c59c8190b02fcb731003ad31 |
completed | March 28, 2026, 10:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7af2ad8a081909185cfd3a3d4e4d0 |
completed | March 28, 2026, 10:36 a.m. |
Created at: March 27, 2026, 2:46 p.m.