Triple

T13475390

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ministry of Finance (Malaysia)	`E318236`	entity
Predicate	hasChildAgency	`P48916`	FINISHED
Object	Royal Malaysian Customs Department The Royal Malaysian Customs Department is Malaysia’s national customs authority responsible for administering indirect taxes, enforcing customs laws, and controlling the movement of goods across the country’s borders.	`E1043008`	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: Royal Malaysian Customs Department | Statement: [Ministry of Finance (Malaysia), hasChildAgency, Royal Malaysian Customs Department]

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

Target entity: Royal Malaysian Customs Department
Context triple: [Ministry of Finance (Malaysia), hasChildAgency, Royal Malaysian Customs Department]

A. Royal Malaysia Police
The Royal Malaysia Police is the national law enforcement agency of Malaysia responsible for maintaining public order, preventing and investigating crime, and ensuring internal security across the country.
B. Customs Department of Thailand
The Customs Department of Thailand is the national authority responsible for regulating and facilitating international trade, collecting customs duties, and enforcing import-export laws at the country’s borders.
C. Royal Malayan Police
The Royal Malayan Police was the colonial-era police force of Malaya, central to maintaining internal security and combating communist insurgency during the Malayan Emergency.
D. Hong Kong Customs and Excise Department
The Hong Kong Customs and Excise Department is the law enforcement agency responsible for customs control, revenue collection, and combating smuggling and illicit trade in Hong Kong.
E. Saudi customs authorities
Saudi customs authorities are the government bodies responsible for regulating and overseeing the import and export of goods, enforcing customs laws, and collecting duties at Saudi Arabia’s borders and ports.
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: Royal Malaysian Customs Department
Triple: [Ministry of Finance (Malaysia), hasChildAgency, Royal Malaysian Customs Department]

Generated description

The Royal Malaysian Customs Department is Malaysia’s national customs authority responsible for administering indirect taxes, enforcing customs laws, and controlling the movement of goods across the country’s borders.

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

Target entity: Royal Malaysian Customs Department
Target entity description: The Royal Malaysian Customs Department is Malaysia’s national customs authority responsible for administering indirect taxes, enforcing customs laws, and controlling the movement of goods across the country’s borders.

A. Royal Malaysia Police
The Royal Malaysia Police is the national law enforcement agency of Malaysia responsible for maintaining public order, preventing and investigating crime, and ensuring internal security across the country.
B. Customs Department of Thailand
The Customs Department of Thailand is the national authority responsible for regulating and facilitating international trade, collecting customs duties, and enforcing import-export laws at the country’s borders.
C. Royal Malayan Police
The Royal Malayan Police was the colonial-era police force of Malaya, central to maintaining internal security and combating communist insurgency during the Malayan Emergency.
D. Hong Kong Customs and Excise Department
The Hong Kong Customs and Excise Department is the law enforcement agency responsible for customs control, revenue collection, and combating smuggling and illicit trade in Hong Kong.
E. Saudi customs authorities
Saudi customs authorities are the government bodies responsible for regulating and overseeing the import and export of goods, enforcing customs laws, and collecting duties at Saudi Arabia’s borders and ports.
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.