Triple

T12510704

Position	Surface form	Disambiguated ID	Type / Status
Subject	College of Humanities, Arts, and Social Sciences	`E299067`	entity
Predicate	hasAcademicUnit	`P1488`	FINISHED
Object	Nanyang Centre for Public Administration Nanyang Centre for Public Administration is a specialized institute at Nanyang Technological University focused on education, research, and training in public administration and governance, particularly in the Asian context.	`E986921`	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: Nanyang Centre for Public Administration | Statement: [College of Humanities, Arts, and Social Sciences, hasAcademicUnit, Nanyang Centre for Public Administration]

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

Target entity: Nanyang Centre for Public Administration
Context triple: [College of Humanities, Arts, and Social Sciences, hasAcademicUnit, Nanyang Centre for Public Administration]

A. Institute of Administrative Sciences
The Institute of Administrative Sciences is a key academic unit of the University of the Punjab in Lahore, Pakistan, specializing in public administration, management, and related social science disciplines.
B. Lee Kuan Yew School of Public Policy
The Lee Kuan Yew School of Public Policy is a leading graduate institution in Asia specializing in public policy and governance education and research, named after Singapore’s founding prime minister.
C. National College of Public Administration and Governance
The National College of Public Administration and Governance is a leading academic institution in the Philippines specializing in public administration, public policy, and governance education and research.
D. Faculty of Public Administration
The Faculty of Public Administration is an academic unit of Pavol Jozef Šafárik University in Košice specializing in education and research in public administration, governance, and related social sciences.
E. Faculty of Public Administration
The Faculty of Public Administration is a division of Moscow State University specializing in the education and research of public policy, governance, and administrative management.
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: Nanyang Centre for Public Administration
Triple: [College of Humanities, Arts, and Social Sciences, hasAcademicUnit, Nanyang Centre for Public Administration]

Generated description

Nanyang Centre for Public Administration is a specialized institute at Nanyang Technological University focused on education, research, and training in public administration and governance, particularly in the Asian context.

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

Target entity: Nanyang Centre for Public Administration
Target entity description: Nanyang Centre for Public Administration is a specialized institute at Nanyang Technological University focused on education, research, and training in public administration and governance, particularly in the Asian context.

A. Institute of Administrative Sciences
The Institute of Administrative Sciences is a key academic unit of the University of the Punjab in Lahore, Pakistan, specializing in public administration, management, and related social science disciplines.
B. Lee Kuan Yew School of Public Policy
The Lee Kuan Yew School of Public Policy is a leading graduate institution in Asia specializing in public policy and governance education and research, named after Singapore’s founding prime minister.
C. National College of Public Administration and Governance
The National College of Public Administration and Governance is a leading academic institution in the Philippines specializing in public administration, public policy, and governance education and research.
D. Faculty of Public Administration
The Faculty of Public Administration is an academic unit of Pavol Jozef Šafárik University in Košice specializing in education and research in public administration, governance, and related social sciences.
E. Faculty of Public Administration
The Faculty of Public Administration is a division of Moscow State University specializing in the education and research of public policy, governance, and administrative management.
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_69d6ada4cd388190ae3bbf83ff87057a`	completed	April 8, 2026, 7:33 p.m.
NER	Named-entity recognition	`batch_69d9541d6e508190a4992f328e077467`	completed	April 10, 2026, 7:48 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f64bb94d608190aae4c8ec39556362`	completed	May 2, 2026, 7:08 p.m.
NEDg	Description generation	`batch_69f64ce1b0ec8190bcbd245255e548b5`	completed	May 2, 2026, 7:13 p.m.
NED2	Entity disambiguation (via description)	`batch_69f64da735f48190b051ce173c13e5b2`	completed	May 2, 2026, 7:16 p.m.

Created at: April 8, 2026, 9:57 p.m.