Triple

T3513070

Position	Surface form	Disambiguated ID	Type / Status
Subject	Bandar Seri Begawan	`E74240`	entity
Predicate	hasEducationalInstitution	`P113`	FINISHED
Object	Universiti Brunei Darussalam (nearby) Universiti Brunei Darussalam is Brunei’s premier national university, known for its comprehensive academic programs and research in areas such as Islamic studies, environmental science, and regional studies.	`E366366`	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 Brunei Darussalam (nearby) | Statement: [Bandar Seri Begawan, hasEducationalInstitution, Universiti Brunei Darussalam (nearby)]

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

Target entity: Universiti Brunei Darussalam (nearby)
Context triple: [Bandar Seri Begawan, hasEducationalInstitution, Universiti Brunei Darussalam (nearby)]

A. Universiti Tunku Abdul Rahman (Kampar campus nearby region)
Universiti Tunku Abdul Rahman’s Kampar campus is a major Malaysian private university campus located in the town of Kampar in Perak, known for its scenic lakeside setting and strong emphasis on science, engineering, and business programs.
B. 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.
C. Universiti Malaysia Sabah Labuan International Campus
Universiti Malaysia Sabah Labuan International Campus is a branch campus of Universiti Malaysia Sabah located on Labuan Island, focusing on programs such as international business, finance, and information technology.
D. Malaysia Campus
Malaysia Campus is the Malaysian branch of Heriot-Watt University, offering British-style higher education and research programs in Southeast Asia.
E. 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.
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 Brunei Darussalam (nearby)
Triple: [Bandar Seri Begawan, hasEducationalInstitution, Universiti Brunei Darussalam (nearby)]

Generated description

Universiti Brunei Darussalam is Brunei’s premier national university, known for its comprehensive academic programs and research in areas such as Islamic studies, environmental science, and regional studies.

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

Target entity: Universiti Brunei Darussalam (nearby)
Target entity description: Universiti Brunei Darussalam is Brunei’s premier national university, known for its comprehensive academic programs and research in areas such as Islamic studies, environmental science, and regional studies.

A. Universiti Tunku Abdul Rahman (Kampar campus nearby region)
Universiti Tunku Abdul Rahman’s Kampar campus is a major Malaysian private university campus located in the town of Kampar in Perak, known for its scenic lakeside setting and strong emphasis on science, engineering, and business programs.
B. 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.
C. Universiti Malaysia Sabah Labuan International Campus
Universiti Malaysia Sabah Labuan International Campus is a branch campus of Universiti Malaysia Sabah located on Labuan Island, focusing on programs such as international business, finance, and information technology.
D. Malaysia Campus
Malaysia Campus is the Malaysian branch of Heriot-Watt University, offering British-style higher education and research programs in Southeast Asia.
E. 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.
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_69ad85cfb5c881909c9a2edd9d6043cc`	completed	March 8, 2026, 2:21 p.m.
NER	Named-entity recognition	`batch_69adbc2d0bf481909d1f19a87d147b63`	completed	March 8, 2026, 6:13 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b37e76c3a08190831402ff0c680196`	completed	March 13, 2026, 3:03 a.m.
NEDg	Description generation	`batch_69b38232467c81909eb831bb0747cb77`	completed	March 13, 2026, 3:19 a.m.
NED2	Entity disambiguation (via description)	`batch_69b385f078d48190a72e61c59aa27e43`	completed	March 13, 2026, 3:35 a.m.

Created at: March 8, 2026, 3:19 p.m.