Triple

T2663580

Position	Surface form	Disambiguated ID	Type / Status
Subject	Nanyang Technological University	`E54779`	entity
Predicate	hasSchool	`P113`	FINISHED
Object	National Institute of Education The National Institute of Education is Singapore’s main teacher education and educational research institution, functioning as an autonomous institute within Nanyang Technological University.	`E54779`	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: National Institute of Education | Statement: [Nanyang Technological University, hasSchool, National Institute of Education]

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

Target entity: National Institute of Education
Context triple: [Nanyang Technological University, hasSchool, National Institute of Education]

A. National Institute of Education
The National Institute of Education was a U.S. federal agency responsible for supporting and coordinating educational research and improvement nationwide.
B. College of Education and External Studies
The College of Education and External Studies is a constituent college of Makerere University in Uganda that specializes in teacher education, distance learning, and research in educational disciplines.
C. National University of Singapore
The National University of Singapore is a leading global research-intensive university and Singapore’s flagship higher education institution, renowned for its strengths in science, engineering, medicine, and public policy.
D. University of Malaya
The University of Malaya is Malaysia’s oldest and most prestigious public research university, located in Kuala Lumpur and widely recognized as a leading institution in Southeast Asia.
E. Nanyang Technological University
Nanyang Technological University is a leading research-intensive public university in Singapore known for its strengths in engineering, technology, and innovation.
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: National Institute of Education
Triple: [Nanyang Technological University, hasSchool, National Institute of Education]

Generated description

The National Institute of Education is Singapore’s main teacher education and educational research institution, functioning as an autonomous institute within Nanyang Technological University.

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

Target entity: National Institute of Education
Target entity description: The National Institute of Education is Singapore’s main teacher education and educational research institution, functioning as an autonomous institute within Nanyang Technological University.

A. National Institute of Education
The National Institute of Education was a U.S. federal agency responsible for supporting and coordinating educational research and improvement nationwide.
B. College of Education and External Studies
The College of Education and External Studies is a constituent college of Makerere University in Uganda that specializes in teacher education, distance learning, and research in educational disciplines.
C. National University of Singapore
The National University of Singapore is a leading global research-intensive university and Singapore’s flagship higher education institution, renowned for its strengths in science, engineering, medicine, and public policy.
D. University of Malaya
The University of Malaya is Malaysia’s oldest and most prestigious public research university, located in Kuala Lumpur and widely recognized as a leading institution in Southeast Asia.
E. Nanyang Technological University chosen
Nanyang Technological University is a leading research-intensive public university in Singapore known for its strengths in engineering, technology, and innovation.
F. None of above.

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_69ab49e028948190b97e01d73548b1d9`	completed	March 6, 2026, 9:40 p.m.
NER	Named-entity recognition	`batch_69abd96b9f1c8190a8a9460ca88a9aaf`	completed	March 7, 2026, 7:53 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69afa056f478819091f6751edfee0132`	completed	March 10, 2026, 4:38 a.m.
NEDg	Description generation	`batch_69afa12b8d388190a50de5f41c0fa782`	completed	March 10, 2026, 4:42 a.m.
NED2	Entity disambiguation (via description)	`batch_69afa4e2f56c8190a418aef660da8e12`	completed	March 10, 2026, 4:58 a.m.

Created at: March 6, 2026, 9:54 p.m.