Triple

T16957610

Position	Surface form	Disambiguated ID	Type / Status
Subject	Singapore University of Social Sciences School of Law	`E411345`	entity
Predicate	parentOrganization	`P254`	FINISHED
Object	Singapore University of Social Sciences Singapore University of Social Sciences is a Singapore-based autonomous university focused on applied learning and lifelong education, particularly in the social sciences and professional disciplines.	`E1244814`	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: Singapore University of Social Sciences | Statement: [Singapore University of Social Sciences School of Law, parentOrganization, Singapore University of Social Sciences]

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

Target entity: Singapore University of Social Sciences
Context triple: [Singapore University of Social Sciences School of Law, parentOrganization, Singapore University of Social Sciences]

A. 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.
B. Xiamen University Malaysia
Xiamen University Malaysia is the Malaysian branch campus of China’s Xiamen University, offering a range of undergraduate and postgraduate programs with a focus on fostering China–Malaysia educational and cultural exchange.
C. Monash University Malaysia
Monash University Malaysia is the Malaysian branch campus of Australia's Monash University, offering internationally recognized higher education and research programs in Southeast Asia.
D. Nanyang Technological University
Nanyang Technological University is a leading research-intensive public university in Singapore known for its strengths in engineering, technology, and innovation.
E. INTI International University
INTI International University is a private higher education institution in Malaysia known for its international partnerships and career-focused academic programs.
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: Singapore University of Social Sciences
Triple: [Singapore University of Social Sciences School of Law, parentOrganization, Singapore University of Social Sciences]

Generated description

Singapore University of Social Sciences is a Singapore-based autonomous university focused on applied learning and lifelong education, particularly in the social sciences and professional disciplines.

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

Target entity: Singapore University of Social Sciences
Target entity description: Singapore University of Social Sciences is a Singapore-based autonomous university focused on applied learning and lifelong education, particularly in the social sciences and professional disciplines.

A. 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.
B. Xiamen University Malaysia
Xiamen University Malaysia is the Malaysian branch campus of China’s Xiamen University, offering a range of undergraduate and postgraduate programs with a focus on fostering China–Malaysia educational and cultural exchange.
C. Monash University Malaysia
Monash University Malaysia is the Malaysian branch campus of Australia's Monash University, offering internationally recognized higher education and research programs in Southeast Asia.
D. Nanyang Technological University
Nanyang Technological University is a leading research-intensive public university in Singapore known for its strengths in engineering, technology, and innovation.
E. INTI International University
INTI International University is a private higher education institution in Malaysia known for its international partnerships and career-focused academic programs.
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_69d886c9c9d481909afe222093641cae`	completed	April 10, 2026, 5:12 a.m.
NER	Named-entity recognition	`batch_69e3d01d34d08190a73ce48e9988bd97`	completed	April 18, 2026, 6:40 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a00dc06e6b481908d8032f5772762c9`	completed	May 10, 2026, 7:27 p.m.
NEDg	Description generation	`batch_6a0114d33cac819083d8e542ea5bc274`	completed	May 10, 2026, 11:29 p.m.
NED2	Entity disambiguation (via description)	`batch_6a0115c967b0819088e2335fd45d755b`	completed	May 10, 2026, 11:33 p.m.

Created at: April 10, 2026, 5:31 a.m.