Triple

T10523001

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of Malaya	`E248221`	entity
Predicate	hasFaculty	`P141`	FINISHED
Object	Faculty of Business and Accountancy, University of Malaya The Faculty of Business and Accountancy, University of Malaya is a leading Malaysian business school offering undergraduate and postgraduate programs in areas such as accounting, finance, management, and marketing, with a strong emphasis on research and professional accreditation.	`E869252`	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 Business and Accountancy, University of Malaya | Statement: [University of Malaya, hasFaculty, Faculty of Business and Accountancy, University of Malaya]

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

Target entity: Faculty of Business and Accountancy, University of Malaya
Context triple: [University of Malaya, hasFaculty, Faculty of Business and Accountancy, University of Malaya]

A. Faculty of Commerce and Accountancy
The Faculty of Commerce and Accountancy is a leading business and accounting school within Chulalongkorn University in Thailand, offering undergraduate and graduate programs in commerce, finance, and related fields.
B. Faculty of Accounting and Finance
The Faculty of Accounting and Finance is an academic division of the University of Professional Studies, Accra, specializing in education and research in accounting, finance, and related business disciplines.
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. Faculty of Management and Accounting
The Faculty of Management and Accounting is an academic division of Shahid Beheshti University specializing in education and research in business, management, and accounting disciplines.
E. Faculty of Management and Accounting
The Faculty of Management and Accounting is an academic division specializing in business administration and accounting education and research at the Pontifical Catholic University of Peru.
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 Business and Accountancy, University of Malaya
Triple: [University of Malaya, hasFaculty, Faculty of Business and Accountancy, University of Malaya]

Generated description

The Faculty of Business and Accountancy, University of Malaya is a leading Malaysian business school offering undergraduate and postgraduate programs in areas such as accounting, finance, management, and marketing, with a strong emphasis on research and professional accreditation.

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

Target entity: Faculty of Business and Accountancy, University of Malaya
Target entity description: The Faculty of Business and Accountancy, University of Malaya is a leading Malaysian business school offering undergraduate and postgraduate programs in areas such as accounting, finance, management, and marketing, with a strong emphasis on research and professional accreditation.

A. Faculty of Commerce and Accountancy
The Faculty of Commerce and Accountancy is a leading business and accounting school within Chulalongkorn University in Thailand, offering undergraduate and graduate programs in commerce, finance, and related fields.
B. Faculty of Accounting and Finance
The Faculty of Accounting and Finance is an academic division of the University of Professional Studies, Accra, specializing in education and research in accounting, finance, and related business disciplines.
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. Faculty of Management and Accounting
The Faculty of Management and Accounting is an academic division of Shahid Beheshti University specializing in education and research in business, management, and accounting disciplines.
E. Faculty of Management and Accounting
The Faculty of Management and Accounting is an academic division specializing in business administration and accounting education and research at the Pontifical Catholic University of Peru.
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.