Triple

T14583

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of California, Berkeley	`E290`	entity
Predicate	hasSchool	`P113`	FINISHED
Object	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.	`E1541`	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: [University of California, Berkeley, hasSchool, School of Public Health]

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

Target entity: School of Public Health
Context triple: [University of California, Berkeley, hasSchool, School of Public Health]

A. College of Public Health and Human Sciences
The College of Public Health and Human Sciences is an academic unit specializing in public health, human development, and related applied health sciences.
B. School of Social Policy & Practice
The School of Social Policy & Practice is a graduate professional school at the University of Pennsylvania focused on social work, social policy, nonprofit leadership, and social justice.
C. School of Nursing
The School of Nursing at the University of Pennsylvania is a leading institution for nursing education, research, and clinical practice, known for its rigorous programs and contributions to healthcare innovation.
D. Graduate School of Education
The Graduate School of Education at the University of Pennsylvania is a leading institution for research and advanced training in education, preparing scholars, policymakers, and practitioners to improve teaching and learning worldwide.
E. Faculty of Biology, Medicine and Health
The Faculty of Biology, Medicine and Health is a major academic division of the University of Manchester that integrates research and teaching across the life sciences, medical, and health disciplines.
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: [University of California, Berkeley, hasSchool, School of Public Health]

Generated description

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.

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 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.

A. College of Public Health and Human Sciences
The College of Public Health and Human Sciences is an academic unit specializing in public health, human development, and related applied health sciences.
B. School of Social Policy & Practice
The School of Social Policy & Practice is a graduate professional school at the University of Pennsylvania focused on social work, social policy, nonprofit leadership, and social justice.
C. School of Nursing
The School of Nursing at the University of Pennsylvania is a leading institution for nursing education, research, and clinical practice, known for its rigorous programs and contributions to healthcare innovation.
D. Graduate School of Education
The Graduate School of Education at the University of Pennsylvania is a leading institution for research and advanced training in education, preparing scholars, policymakers, and practitioners to improve teaching and learning worldwide.
E. Faculty of Biology, Medicine and Health
The Faculty of Biology, Medicine and Health is a major academic division of the University of Manchester that integrates research and teaching across the life sciences, medical, and health disciplines.
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_69a23d7ad88c8190bffe8ab091d86642`	completed	Feb. 28, 2026, 12:57 a.m.
NER	Named-entity recognition	`batch_69a240014418819090625e2fb774a2e6`	completed	Feb. 28, 2026, 1:08 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a248e572f08190b52158e063a066bf`	completed	Feb. 28, 2026, 1:46 a.m.
NEDg	Description generation	`batch_69a2497d04248190a0a9037f79a932ef`	completed	Feb. 28, 2026, 1:48 a.m.
NED2	Entity disambiguation (via description)	`batch_69a249dbe1108190a2a844ba4e570fea`	completed	Feb. 28, 2026, 1:50 a.m.

Created at: Feb. 28, 2026, 1:02 a.m.