Triple

T384955

Position	Surface form	Disambiguated ID	Type / Status
Subject	George Washington University	`E8759`	entity
Predicate	hasCollege	`P113`	FINISHED
Object	Milken Institute School of Public Health The Milken Institute School of Public Health is George Washington University’s public health school, known for its programs and research in global health, health policy, and population health.	`E51668`	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: Milken Institute School of Public Health | Statement: [George Washington University, hasCollege, Milken Institute School of Public Health]

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

Target entity: Milken Institute School of Public Health
Context triple: [George Washington University, hasCollege, Milken Institute School of Public Health]

A. Harvard T.H. Chan School of Public Health
Harvard T.H. Chan School of Public Health is a leading graduate institution dedicated to advancing public health through research, education, and policy, and is part of Harvard University.
B. Trachtenberg School of Public Policy and Public Administration
The Trachtenberg School of Public Policy and Public Administration is a graduate school at George Washington University specializing in public policy, public administration, and related fields of governance and public affairs.
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. Goldman School of Public Policy
The Goldman School of Public Policy is a leading graduate institution at the University of California, Berkeley, specializing in public policy education and research.
E. Graduate School of Public Policy
The Graduate School of Public Policy at the University of Tokyo is a professional graduate school specializing in training future leaders and experts in public policy, international affairs, and related fields.
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: Milken Institute School of Public Health
Triple: [George Washington University, hasCollege, Milken Institute School of Public Health]

Generated description

The Milken Institute School of Public Health is George Washington University’s public health school, known for its programs and research in global health, health policy, and population health.

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

Target entity: Milken Institute School of Public Health
Target entity description: The Milken Institute School of Public Health is George Washington University’s public health school, known for its programs and research in global health, health policy, and population health.

A. Harvard T.H. Chan School of Public Health
Harvard T.H. Chan School of Public Health is a leading graduate institution dedicated to advancing public health through research, education, and policy, and is part of Harvard University.
B. Trachtenberg School of Public Policy and Public Administration
The Trachtenberg School of Public Policy and Public Administration is a graduate school at George Washington University specializing in public policy, public administration, and related fields of governance and public affairs.
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. Goldman School of Public Policy
The Goldman School of Public Policy is a leading graduate institution at the University of California, Berkeley, specializing in public policy education and research.
E. Graduate School of Public Policy
The Graduate School of Public Policy at the University of Tokyo is a professional graduate school specializing in training future leaders and experts in public policy, international affairs, and related fields.
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_69a2e7f47dd08190a4e294ccbbe46cd4`	completed	Feb. 28, 2026, 1:04 p.m.
NER	Named-entity recognition	`batch_69a2ec4345a48190a413261cba4eafd7`	completed	Feb. 28, 2026, 1:23 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a4177149008190a4b7b252e21dcb09`	completed	March 1, 2026, 10:39 a.m.
NEDg	Description generation	`batch_69a41834c510819093a9405a0bea297a`	completed	March 1, 2026, 10:43 a.m.
NED2	Entity disambiguation (via description)	`batch_69a4188888ec8190b9dc3efb93bfe627`	completed	March 1, 2026, 10:44 a.m.

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