Triple

T10523003

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of Malaya	`E248221`	entity
Predicate	hasFaculty	`P141`	FINISHED
Object	Faculty of Languages and Linguistics, University of Malaya The Faculty of Languages and Linguistics at the University of Malaya is an academic unit specializing in language studies, linguistics, and related research and professional training.	`E869254`	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: Faculty of Languages and Linguistics, University of Malaya | Statement: [University of Malaya, hasFaculty, Faculty of Languages and Linguistics, University of Malaya]

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

Target entity: Faculty of Languages and Linguistics, University of Malaya
Context triple: [University of Malaya, hasFaculty, Faculty of Languages and Linguistics, University of Malaya]

A. Department of Malay Studies
The Department of Malay Studies is an academic unit at the National University of Singapore dedicated to the interdisciplinary study of Malay language, culture, history, and society in Singapore and the wider Malay world.
B. 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.
C. Institute of the Malay World and Civilization
The Institute of the Malay World and Civilization is a research center dedicated to the study, preservation, and promotion of Malay history, culture, language, and heritage.
D. National University of Malaysia
The National University of Malaysia is a leading Malaysian public research university known for its strong emphasis on national identity, Malay language scholarship, and comprehensive academic programs across diverse disciplines.
E. 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.
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: Faculty of Languages and Linguistics, University of Malaya
Triple: [University of Malaya, hasFaculty, Faculty of Languages and Linguistics, University of Malaya]

Generated description

The Faculty of Languages and Linguistics at the University of Malaya is an academic unit specializing in language studies, linguistics, and related research and professional training.

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

Target entity: Faculty of Languages and Linguistics, University of Malaya
Target entity description: The Faculty of Languages and Linguistics at the University of Malaya is an academic unit specializing in language studies, linguistics, and related research and professional training.

A. Department of Malay Studies
The Department of Malay Studies is an academic unit at the National University of Singapore dedicated to the interdisciplinary study of Malay language, culture, history, and society in Singapore and the wider Malay world.
B. 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.
C. Institute of the Malay World and Civilization
The Institute of the Malay World and Civilization is a research center dedicated to the study, preservation, and promotion of Malay history, culture, language, and heritage.
D. National University of Malaysia
The National University of Malaysia is a leading Malaysian public research university known for its strong emphasis on national identity, Malay language scholarship, and comprehensive academic programs across diverse disciplines.
E. 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.
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_69d381c5c7448190bec34bee7ec72bac`	completed	April 6, 2026, 9:49 a.m.
NER	Named-entity recognition	`batch_69d509e155b08190996325bf484ec55d`	completed	April 7, 2026, 1:42 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69d90e1c73208190aa3d3e30aa4482ac`	completed	April 10, 2026, 2:50 p.m.
NEDg	Description generation	`batch_69d9107e8b94819086ebba1675a0db54`	completed	April 10, 2026, 3 p.m.
NED2	Entity disambiguation (via description)	`batch_69d911a16b1481909197b00c30de48c4`	completed	April 10, 2026, 3:05 p.m.

Created at: April 6, 2026, 12:29 p.m.