Triple

T11310778

Position	Surface form	Disambiguated ID	Type / Status
Subject	Public Accounts Committee of the Dewan Rakyat	`E267828`	entity
Predicate	relatedTo	`P37`	FINISHED
Object	National Audit Department of Malaysia The National Audit Department of Malaysia is the federal government’s supreme audit institution responsible for independently examining and reporting on the management and use of public funds.	`E917388`	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: National Audit Department of Malaysia | Statement: [Public Accounts Committee of the Dewan Rakyat, relatedTo, National Audit Department of Malaysia]

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

Target entity: National Audit Department of Malaysia
Context triple: [Public Accounts Committee of the Dewan Rakyat, relatedTo, National Audit Department of Malaysia]

A. Ministry of Finance (Malaysia)
The Ministry of Finance (Malaysia) is the federal government ministry responsible for managing the country’s public finances, economic policy, taxation, and fiscal planning.
B. National Audit Office
The National Audit Office is the United Kingdom’s independent public spending watchdog, responsible for auditing central government departments and reporting to Parliament on the value for money of public expenditure.
C. Office of the Auditor-General
The Office of the Auditor-General is New Zealand’s independent public sector watchdog responsible for auditing government agencies and ensuring accountability for the use of public funds.
D. 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).
E. Auditor General's Department of Sri Lanka
The Auditor General's Department of Sri Lanka is the supreme public audit institution responsible for independently examining and reporting on the financial management and performance of the country's government entities.
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: National Audit Department of Malaysia
Triple: [Public Accounts Committee of the Dewan Rakyat, relatedTo, National Audit Department of Malaysia]

Generated description

The National Audit Department of Malaysia is the federal government’s supreme audit institution responsible for independently examining and reporting on the management and use of public funds.

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

Target entity: National Audit Department of Malaysia
Target entity description: The National Audit Department of Malaysia is the federal government’s supreme audit institution responsible for independently examining and reporting on the management and use of public funds.

A. Ministry of Finance (Malaysia)
The Ministry of Finance (Malaysia) is the federal government ministry responsible for managing the country’s public finances, economic policy, taxation, and fiscal planning.
B. National Audit Office
The National Audit Office is the United Kingdom’s independent public spending watchdog, responsible for auditing central government departments and reporting to Parliament on the value for money of public expenditure.
C. Office of the Auditor-General
The Office of the Auditor-General is New Zealand’s independent public sector watchdog responsible for auditing government agencies and ensuring accountability for the use of public funds.
D. 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).
E. Auditor General's Department of Sri Lanka
The Auditor General's Department of Sri Lanka is the supreme public audit institution responsible for independently examining and reporting on the financial management and performance of the country's government entities.
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_69d6aaca5c24819083db46a30d86cb34`	completed	April 8, 2026, 7:21 p.m.
NER	Named-entity recognition	`batch_69d7e9c0b3b88190ac0e3d6a5ad3b9bc`	completed	April 9, 2026, 6:02 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69e50a7fc06881909afe85a600d25ff2`	completed	April 19, 2026, 5:01 p.m.
NEDg	Description generation	`batch_69e510fc537c8190bbf11c8fd6e5764b`	completed	April 19, 2026, 5:29 p.m.
NED2	Entity disambiguation (via description)	`batch_69e516d0910481908fee176db0d9229b`	completed	April 19, 2026, 5:54 p.m.

Created at: April 8, 2026, 9:32 p.m.