Triple

T352605

Position	Surface form	Disambiguated ID	Type / Status
Subject	Duke University	`E7474`	entity
Predicate	affiliate	`P1721`	FINISHED
Object	Duke-NUS Medical School Duke-NUS Medical School is a graduate medical school in Singapore formed through a collaboration between Duke University and the National University of Singapore, focusing on innovative medical education and research.	`E44609`	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: Duke-NUS Medical School | Statement: [Duke University, affiliate, Duke-NUS Medical School]

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

Target entity: Duke-NUS Medical School
Context triple: [Duke University, affiliate, Duke-NUS Medical School]

A. Duke Global Health Institute
The Duke Global Health Institute is a Duke University research center dedicated to advancing global health through interdisciplinary research, education, and policy engagement focused on improving health equity worldwide.
B. Duke Clinical Research Institute
Duke Clinical Research Institute is a leading academic research organization specializing in the design, conduct, and analysis of clinical trials and health outcomes studies across a wide range of medical fields.
C. Institute of Medical Science, University of Tokyo
The Institute of Medical Science, University of Tokyo is a leading Japanese biomedical research and graduate education center renowned for its work in infectious diseases, genomics, and advanced medical science.
D. Duke Translational Medicine Institute
Duke Translational Medicine Institute is a Duke University research center focused on accelerating the translation of scientific discoveries into clinical applications and improved patient care.
E. Hanoi Medical University
Hanoi Medical University is one of Vietnam’s oldest and most prestigious medical schools, renowned for training healthcare professionals and conducting medical 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: Duke-NUS Medical School
Triple: [Duke University, affiliate, Duke-NUS Medical School]

Generated description

Duke-NUS Medical School is a graduate medical school in Singapore formed through a collaboration between Duke University and the National University of Singapore, focusing on innovative medical education and research.

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

Target entity: Duke-NUS Medical School
Target entity description: Duke-NUS Medical School is a graduate medical school in Singapore formed through a collaboration between Duke University and the National University of Singapore, focusing on innovative medical education and research.

A. Duke Global Health Institute
The Duke Global Health Institute is a Duke University research center dedicated to advancing global health through interdisciplinary research, education, and policy engagement focused on improving health equity worldwide.
B. Duke Clinical Research Institute
Duke Clinical Research Institute is a leading academic research organization specializing in the design, conduct, and analysis of clinical trials and health outcomes studies across a wide range of medical fields.
C. Institute of Medical Science, University of Tokyo
The Institute of Medical Science, University of Tokyo is a leading Japanese biomedical research and graduate education center renowned for its work in infectious diseases, genomics, and advanced medical science.
D. Duke Translational Medicine Institute
Duke Translational Medicine Institute is a Duke University research center focused on accelerating the translation of scientific discoveries into clinical applications and improved patient care.
E. Hanoi Medical University
Hanoi Medical University is one of Vietnam’s oldest and most prestigious medical schools, renowned for training healthcare professionals and conducting medical 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_69a2e7e696948190bebc966535995e45`	completed	Feb. 28, 2026, 1:04 p.m.
NER	Named-entity recognition	`batch_69a2ee043fac8190af72291c04761687`	completed	Feb. 28, 2026, 1:30 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a3dd353b488190b6ed966290260806`	completed	March 1, 2026, 6:31 a.m.
NEDg	Description generation	`batch_69a3ddbbe7e08190ac167e158d19dbce`	completed	March 1, 2026, 6:33 a.m.
NED2	Entity disambiguation (via description)	`batch_69a3de3fef7c819082193eb7083175e1`	completed	March 1, 2026, 6:35 a.m.

Created at: Feb. 28, 2026, 1:08 p.m.