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.