Triple

T1880139

Position	Surface form	Disambiguated ID	Type / Status
Subject	Selangor	`E39832`	entity
Predicate	hasHigherEducationInstitution	`P113`	FINISHED
Object	Universiti Kebangsaan Malaysia (partly in Selangor) Universiti Kebangsaan Malaysia is a major Malaysian public research university and one of the country’s leading national universities, known for its strong emphasis on Malay language and culture as well as diverse academic and research programs.	`E210333`	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: Universiti Kebangsaan Malaysia (partly in Selangor) | Statement: [Selangor, hasHigherEducationInstitution, Universiti Kebangsaan Malaysia (partly in Selangor)]

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

Target entity: Universiti Kebangsaan Malaysia (partly in Selangor)
Context triple: [Selangor, hasHigherEducationInstitution, Universiti Kebangsaan Malaysia (partly in Selangor)]

A. Sunway University (Malaysia)
Sunway University is a leading private Malaysian university in Subang Jaya known for its strong industry links, international partnerships, and emphasis on research and quality teaching.
B. Malaysia Campus
Malaysia Campus is the University of Nottingham’s international branch campus in Malaysia, offering British-style higher education and research in an Asian setting.
C. Malaysia Campus
Malaysia Campus is the Malaysian branch of Heriot-Watt University, offering British-style higher education and research programs in Southeast Asia.
D. Universiti Sains Islam Malaysia
Universiti Sains Islam Malaysia is a Malaysian public university that integrates Islamic values with science and contemporary academic disciplines.
E. Government of Malaysia
The Government of Malaysia is the federal authority of Malaysia, responsible for national governance, policymaking, and international relations, including its role as a founding member of the Association of Southeast Asian Nations (ASEAN).
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: Universiti Kebangsaan Malaysia (partly in Selangor)
Triple: [Selangor, hasHigherEducationInstitution, Universiti Kebangsaan Malaysia (partly in Selangor)]

Generated description

Universiti Kebangsaan Malaysia is a major Malaysian public research university and one of the country’s leading national universities, known for its strong emphasis on Malay language and culture as well as diverse academic and research programs.

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

Target entity: Universiti Kebangsaan Malaysia (partly in Selangor)
Target entity description: Universiti Kebangsaan Malaysia is a major Malaysian public research university and one of the country’s leading national universities, known for its strong emphasis on Malay language and culture as well as diverse academic and research programs.

A. Sunway University (Malaysia)
Sunway University is a leading private Malaysian university in Subang Jaya known for its strong industry links, international partnerships, and emphasis on research and quality teaching.
B. Malaysia Campus
Malaysia Campus is the University of Nottingham’s international branch campus in Malaysia, offering British-style higher education and research in an Asian setting.
C. Malaysia Campus
Malaysia Campus is the Malaysian branch of Heriot-Watt University, offering British-style higher education and research programs in Southeast Asia.
D. Universiti Sains Islam Malaysia
Universiti Sains Islam Malaysia is a Malaysian public university that integrates Islamic values with science and contemporary academic disciplines.
E. Government of Malaysia
The Government of Malaysia is the federal authority of Malaysia, responsible for national governance, policymaking, and international relations, including its role as a founding member of the Association of Southeast Asian Nations (ASEAN).
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_69a88633e4fc8190b7eb40463e048ec5`	completed	March 4, 2026, 7:21 p.m.
NER	Named-entity recognition	`batch_69abb0fa3d388190993073ffb0f60a84`	completed	March 7, 2026, 5 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69addf5c55e081909fc6912e1283a73a`	completed	March 8, 2026, 8:43 p.m.
NEDg	Description generation	`batch_69ade089c3848190a730957799b08993`	completed	March 8, 2026, 8:48 p.m.
NED2	Entity disambiguation (via description)	`batch_69ade14bd7e48190bf7d4832a4d46992`	completed	March 8, 2026, 8:51 p.m.

Created at: March 4, 2026, 7:34 p.m.