Triple

T2342898

Position	Surface form	Disambiguated ID	Type / Status
Subject	Kuala Lumpur	`E45064`	entity
Predicate	hasUniversity	`P113`	FINISHED
Object	International Islamic University Malaysia International Islamic University Malaysia is a public Islamic research university in Malaysia known for integrating Islamic values with modern academic disciplines and attracting an international student body.	`E258909`	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: International Islamic University Malaysia | Statement: [Kuala Lumpur, hasUniversity, International Islamic University Malaysia]

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

Target entity: International Islamic University Malaysia
Context triple: [Kuala Lumpur, hasUniversity, International Islamic University Malaysia]

A. Universiti Sains Islam Malaysia
Universiti Sains Islam Malaysia is a Malaysian public university that integrates Islamic values with science and contemporary academic disciplines.
B. Universiti Teknologi MARA
Universiti Teknologi MARA is a major Malaysian public university and one of the country’s largest institutions of higher learning, known for providing accessible education primarily to Bumiputera students across multiple campuses nationwide.
C. 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.
D. 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.
E. Universiti Putra Malaysia
Universiti Putra Malaysia is a leading Malaysian public research university renowned for its strengths in agriculture, forestry, and related scientific disciplines.
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: International Islamic University Malaysia
Triple: [Kuala Lumpur, hasUniversity, International Islamic University Malaysia]

Generated description

International Islamic University Malaysia is a public Islamic research university in Malaysia known for integrating Islamic values with modern academic disciplines and attracting an international student body.

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

Target entity: International Islamic University Malaysia
Target entity description: International Islamic University Malaysia is a public Islamic research university in Malaysia known for integrating Islamic values with modern academic disciplines and attracting an international student body.

A. Universiti Sains Islam Malaysia
Universiti Sains Islam Malaysia is a Malaysian public university that integrates Islamic values with science and contemporary academic disciplines.
B. Universiti Teknologi MARA
Universiti Teknologi MARA is a major Malaysian public university and one of the country’s largest institutions of higher learning, known for providing accessible education primarily to Bumiputera students across multiple campuses nationwide.
C. 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.
D. 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.
E. Universiti Putra Malaysia
Universiti Putra Malaysia is a leading Malaysian public research university renowned for its strengths in agriculture, forestry, and related scientific disciplines.
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_69a88917935081909b755dbf38e81024`	completed	March 4, 2026, 7:33 p.m.
NER	Named-entity recognition	`batch_69abc6ae33e881909a81a0c0def59059`	completed	March 7, 2026, 6:33 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ae9622cdb08190835222482bd22cf4`	completed	March 9, 2026, 9:42 a.m.
NEDg	Description generation	`batch_69ae977776ec8190ad5f7ce4594d73d9`	completed	March 9, 2026, 9:48 a.m.
NED2	Entity disambiguation (via description)	`batch_69ae9b64daf08190afa6898242bde864`	completed	March 9, 2026, 10:05 a.m.

Created at: March 4, 2026, 7:52 p.m.