Triple

T13475393

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ministry of Finance (Malaysia)	`E318236`	entity
Predicate	hasChildAgency	`P48916`	FINISHED
Object	National Budget Office (Malaysia) The National Budget Office (Malaysia) is a government agency responsible for formulating, coordinating, and monitoring the federal budget and public expenditure policies under the Ministry of Finance.	`E1043011`	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 Budget Office (Malaysia) | Statement: [Ministry of Finance (Malaysia), hasChildAgency, National Budget Office (Malaysia)]

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

Target entity: National Budget Office (Malaysia)
Context triple: [Ministry of Finance (Malaysia), hasChildAgency, National Budget Office (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 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.
C. Ministry of Budget and Economic Planning
The Ministry of Budget and Economic Planning was a former Italian government department responsible for national economic planning and the preparation and coordination of the state budget.
D. Federal Ministry of Finance, Budget and National Planning
The Federal Ministry of Finance, Budget and National Planning is a key Nigerian government ministry responsible for managing national public finances, formulating fiscal and budgetary policy, and coordinating overall economic and development planning.
E. 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).
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 Budget Office (Malaysia)
Triple: [Ministry of Finance (Malaysia), hasChildAgency, National Budget Office (Malaysia)]

Generated description

The National Budget Office (Malaysia) is a government agency responsible for formulating, coordinating, and monitoring the federal budget and public expenditure policies under the Ministry of Finance.

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

Target entity: National Budget Office (Malaysia)
Target entity description: The National Budget Office (Malaysia) is a government agency responsible for formulating, coordinating, and monitoring the federal budget and public expenditure policies under the Ministry of Finance.

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 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.
C. Ministry of Budget and Economic Planning
The Ministry of Budget and Economic Planning was a former Italian government department responsible for national economic planning and the preparation and coordination of the state budget.
D. Federal Ministry of Finance, Budget and National Planning
The Federal Ministry of Finance, Budget and National Planning is a key Nigerian government ministry responsible for managing national public finances, formulating fiscal and budgetary policy, and coordinating overall economic and development planning.
E. 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).
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_69d806b6bfec819089222715b2e86c8e`	completed	April 9, 2026, 8:06 p.m.
NER	Named-entity recognition	`batch_69dbaf2551b48190a074fd256791742d`	completed	April 12, 2026, 2:41 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f7462f94988190a857fa8cd32cdd0a`	completed	May 3, 2026, 12:57 p.m.
NEDg	Description generation	`batch_69f748dfd4f081908fd5d77fe70f9db4`	completed	May 3, 2026, 1:08 p.m.
NED2	Entity disambiguation (via description)	`batch_69f74965c53081909c662f7f991849bf`	completed	May 3, 2026, 1:11 p.m.

Created at: April 9, 2026, 9:42 p.m.