Triple
T9621675
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Abwenzi Pa Za Umoyo |
E232355
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object |
Malawi Ministry of Health
The Malawi Ministry of Health is the government body responsible for overseeing public health policy, healthcare services, and disease prevention efforts throughout Malawi.
|
E809760
|
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 Ministry of Health | Statement: [Abwenzi Pa Za Umoyo, collaboratesWith, Malawi Ministry of Health]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malawi Ministry of Health Context triple: [Abwenzi Pa Za Umoyo, collaboratesWith, Malawi Ministry of Health]
-
A.
Government of Malawi
The Government of Malawi is the central governing authority of the Republic of Malawi, responsible for national administration, policymaking, and public services across the country.
-
B.
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.
-
C.
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.
-
D.
Northern Region, Malawi
Northern Region, Malawi is the least populated and most mountainous of Malawi’s three regions, known for its high plateaus, cooler climate, and protected areas such as Nyika National Park.
-
E.
Blantyre, Malawi
Blantyre, Malawi is the country’s largest commercial and industrial city, located in the southern region and serving as a major economic and transport hub.
- 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 Ministry of Health Triple: [Abwenzi Pa Za Umoyo, collaboratesWith, Malawi Ministry of Health]
Generated description
The Malawi Ministry of Health is the government body responsible for overseeing public health policy, healthcare services, and disease prevention efforts throughout Malawi.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Malawi Ministry of Health Target entity description: The Malawi Ministry of Health is the government body responsible for overseeing public health policy, healthcare services, and disease prevention efforts throughout Malawi.
-
A.
Government of Malawi
The Government of Malawi is the central governing authority of the Republic of Malawi, responsible for national administration, policymaking, and public services across the country.
-
B.
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.
-
C.
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.
-
D.
Northern Region, Malawi
Northern Region, Malawi is the least populated and most mountainous of Malawi’s three regions, known for its high plateaus, cooler climate, and protected areas such as Nyika National Park.
-
E.
Blantyre, Malawi
Blantyre, Malawi is the country’s largest commercial and industrial city, located in the southern region and serving as a major economic and transport hub.
- 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_69ca84867bb88190b4b57dd5a56d5691 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9ad505588190b8c81ce09f1904ec |
completed | April 1, 2026, 10:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1797386d88190bc1d9309ecc1b4fb |
completed | April 4, 2026, 8:49 p.m. |
| NEDg | Description generation | batch_69d17a0d603881908066d61fff1d2fda |
completed | April 4, 2026, 8:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d17a769b608190b49ad82b35cf1b44 |
completed | April 4, 2026, 8:54 p.m. |
Created at: March 30, 2026, 8:10 p.m.