Triple

T15700969

Position	Surface form	Disambiguated ID	Type / Status
Subject	Hamadan University of Medical Sciences	`E380590`	entity
Predicate	hasAcademicUnit	`P1488`	FINISHED
Object	School of Public Health The School of Public Health is an academic unit dedicated to education and research in population health, disease prevention, and health policy within Hamadan University of Medical Sciences.	`E1171987`	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: School of Public Health | Statement: [Hamadan University of Medical Sciences, hasAcademicUnit, School of Public Health]

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

Target entity: School of Public Health
Context triple: [Hamadan University of Medical Sciences, hasAcademicUnit, School of Public Health]

A. School of Public Health
The University of Michigan School of Public Health is a leading institution dedicated to research, education, and practice in public health disciplines such as epidemiology, health management, and environmental health.
B. School of Public Health
The School of Public Health is an academic unit of the University of Zambia dedicated to education and research in public health and related disciplines.
C. School of Public Health
The School of Public Health at the University of California, Berkeley is a leading institution dedicated to research, education, and practice in public health disciplines such as epidemiology, environmental health, health policy, and global health.
D. School of Public Health
The School of Public Health is a specialized faculty of the Université de Montréal dedicated to education and research in population health, epidemiology, health policy, and related public health disciplines.
E. School of Public Health
The School of Public Health at Georgia State University is an academic unit focused on education and research in public health disciplines such as epidemiology, health policy, and community health.
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: School of Public Health
Triple: [Hamadan University of Medical Sciences, hasAcademicUnit, School of Public Health]

Generated description

The School of Public Health is an academic unit dedicated to education and research in population health, disease prevention, and health policy within Hamadan University of Medical Sciences.

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

Target entity: School of Public Health
Target entity description: The School of Public Health is an academic unit dedicated to education and research in population health, disease prevention, and health policy within Hamadan University of Medical Sciences.

A. School of Public Health
The School of Public Health is an academic unit specializing in research, education, and policy related to population health, disease prevention, and health promotion.
B. School of Public Health
The School of Public Health is an academic unit of the University of North Texas Health Science Center dedicated to education and research in population health, epidemiology, health policy, and related public health disciplines.
C. School of Public Health
The School of Public Health is a specialized faculty of Anhui Medical University focused on education and research in population health, disease prevention, and health policy.
D. School of Public Health
The School of Public Health at the University of Saskatchewan is an academic unit dedicated to education and research in public health, epidemiology, and health policy to improve population health outcomes.
E. School of Public Health
The School of Public Health is an academic unit at the University of the Witwatersrand dedicated to education and research in population health, epidemiology, and health systems.
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_69d86d99e860819094b6957cde470f2c`	completed	April 10, 2026, 3:25 a.m.
NER	Named-entity recognition	`batch_69e04f6d71308190971c10c599da9645`	completed	April 16, 2026, 2:54 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ff75756ecc8190bd2123ddfd080fd1`	completed	May 9, 2026, 5:57 p.m.
NEDg	Description generation	`batch_69ff763d40348190bf102da746420390`	completed	May 9, 2026, 6 p.m.
NED2	Entity disambiguation (via description)	`batch_69ff76ec45948190bee47609c0d2fd10`	completed	May 9, 2026, 6:03 p.m.

Created at: April 10, 2026, 4:45 a.m.