Triple

T14497208

Position	Surface form	Disambiguated ID	Type / Status
Subject	Blantyre	`E359531`	entity
Predicate	hasInstitution	`P186`	FINISHED
Object	College of Medicine, University of Malawi The College of Medicine, University of Malawi is the country’s principal medical school and health sciences training institution, providing education, research, and clinical services for Malawi and the surrounding region.	`E1103255`	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: College of Medicine, University of Malawi | Statement: [Blantyre, hasInstitution, College of Medicine, University of Malawi]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: College of Medicine, University of Malawi
Context triple: [Blantyre, hasInstitution, College of Medicine, University of Malawi]

A. 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.
B. 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.
C. 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.
D. Nelson R. Mandela School of Medicine Campus
Nelson R. Mandela School of Medicine Campus is the medical education and research campus of the University of KwaZulu-Natal, named in honor of South African anti-apartheid leader Nelson Mandela.
E. 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.
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: College of Medicine, University of Malawi
Triple: [Blantyre, hasInstitution, College of Medicine, University of Malawi]

Generated description

The College of Medicine, University of Malawi is the country’s principal medical school and health sciences training institution, providing education, research, and clinical services for Malawi and the surrounding region.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: College of Medicine, University of Malawi
Target entity description: The College of Medicine, University of Malawi is the country’s principal medical school and health sciences training institution, providing education, research, and clinical services for Malawi and the surrounding region.

A. 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.
B. 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.
C. 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.
D. Nelson R. Mandela School of Medicine Campus
Nelson R. Mandela School of Medicine Campus is the medical education and research campus of the University of KwaZulu-Natal, named in honor of South African anti-apartheid leader Nelson Mandela.
E. 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.
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_69d8279740308190af9df93a3af8592e`	completed	April 9, 2026, 10:26 p.m.
NER	Named-entity recognition	`batch_69de9311cc748190880c784f173b7f2b`	completed	April 14, 2026, 7:18 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fd6d9731588190b27a826582e5fc6d`	completed	May 8, 2026, 4:59 a.m.
NEDg	Description generation	`batch_69fd6f82453481909a3e1b032f30a7a5`	completed	May 8, 2026, 5:07 a.m.
NED2	Entity disambiguation (via description)	`batch_69fd708521c881909863b7cd3fc4a313`	completed	May 8, 2026, 5:11 a.m.

Created at: April 10, 2026, 1:21 a.m.