Triple

T2805856

Position	Surface form	Disambiguated ID	Type / Status
Subject	Seoul National University	`E54050`	entity
Predicate	hasGraduateSchool	`P113`	FINISHED
Object	Graduate School of Public Administration The Graduate School of Public Administration is a professional graduate school at Seoul National University specializing in education and research in public policy, public management, and governance.	`E299252`	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: Graduate School of Public Administration | Statement: [Seoul National University, hasGraduateSchool, Graduate School of Public Administration]

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

Target entity: Graduate School of Public Administration
Context triple: [Seoul National University, hasGraduateSchool, Graduate School of Public Administration]

A. 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.
B. School of Public Administration
The School of Public Administration is an academic unit of Zhongnan University of Economics and Law specializing in education and research on public management, public policy, and related administrative sciences.
C. School of Public Affairs
The School of Public Affairs at American University is a leading academic division specializing in public policy, public administration, and justice-related studies.
D. Faculty of Public Affairs
The Faculty of Public Affairs is an academic division of Carleton University focused on public policy, governance, international affairs, and related social sciences.
E. School of Public Policy and Administration
The School of Public Policy and Administration is a Carleton University academic unit specializing in education and research on public policy, public management, and governance.
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: Graduate School of Public Administration
Triple: [Seoul National University, hasGraduateSchool, Graduate School of Public Administration]

Generated description

The Graduate School of Public Administration is a professional graduate school at Seoul National University specializing in education and research in public policy, public management, and governance.

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

Target entity: Graduate School of Public Administration
Target entity description: The Graduate School of Public Administration is a professional graduate school at Seoul National University specializing in education and research in public policy, public management, and governance.

A. 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.
B. School of Public Administration
The School of Public Administration is an academic unit of Zhongnan University of Economics and Law specializing in education and research on public management, public policy, and related administrative sciences.
C. School of Public Affairs
The School of Public Affairs at American University is a leading academic division specializing in public policy, public administration, and justice-related studies.
D. Faculty of Public Affairs
The Faculty of Public Affairs is an academic division of Carleton University focused on public policy, governance, international affairs, and related social sciences.
E. School of Public Policy and Administration
The School of Public Policy and Administration is a Carleton University academic unit specializing in education and research on public policy, public management, and governance.
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_69ab49dcee188190b5c6eca9ae9e3469`	completed	March 6, 2026, 9:40 p.m.
NER	Named-entity recognition	`batch_69abde165a448190aa2728ec074daf88`	completed	March 7, 2026, 8:13 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69afc676d03081908986026dfe5fc852`	completed	March 10, 2026, 7:21 a.m.
NEDg	Description generation	`batch_69afc7e1e0708190a1e87212435029f6`	completed	March 10, 2026, 7:27 a.m.
NED2	Entity disambiguation (via description)	`batch_69afc8470cc081908241d23975181aa0`	completed	March 10, 2026, 7:29 a.m.

Created at: March 6, 2026, 9:59 p.m.