Triple

T15643572

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ministry of Finance (Taiwan)	`E376123`	entity
Predicate	oversees	`P46`	FINISHED
Object	Customs Administration (Taiwan) The Customs Administration (Taiwan) is the government agency responsible for managing customs affairs, including import and export regulation, tariff collection, and border control for the Republic of China (Taiwan).	`E1168239`	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: Customs Administration (Taiwan) | Statement: [Ministry of Finance (Taiwan), oversees, Customs Administration (Taiwan)]

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

Target entity: Customs Administration (Taiwan)
Context triple: [Ministry of Finance (Taiwan), oversees, Customs Administration (Taiwan)]

A. Macao Customs Service
The Macao Customs Service is the law enforcement agency responsible for customs control, anti-smuggling operations, and protection of the economic and border security of the Macao Special Administrative Region.
B. Bureau of Customs
The Bureau of Customs is the Philippine government agency responsible for collecting customs duties and taxes and regulating the flow of goods into and out of the country.
C. 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.
D. customs administration
Customs administration is the governmental function responsible for regulating and overseeing the import and export of goods, including the collection of duties and enforcement of trade and border control laws.
E. Administraciones Generales de Aduanas
Administraciones Generales de Aduanas is the Mexican federal customs authority responsible for managing and controlling the country’s customs operations and enforcement.
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: Customs Administration (Taiwan)
Triple: [Ministry of Finance (Taiwan), oversees, Customs Administration (Taiwan)]

Generated description

The Customs Administration (Taiwan) is the government agency responsible for managing customs affairs, including import and export regulation, tariff collection, and border control for the Republic of China (Taiwan).

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

Target entity: Customs Administration (Taiwan)
Target entity description: The Customs Administration (Taiwan) is the government agency responsible for managing customs affairs, including import and export regulation, tariff collection, and border control for the Republic of China (Taiwan).

A. Macao Customs Service
The Macao Customs Service is the law enforcement agency responsible for customs control, anti-smuggling operations, and protection of the economic and border security of the Macao Special Administrative Region.
B. Bureau of Customs
The Bureau of Customs is the Philippine government agency responsible for collecting customs duties and taxes and regulating the flow of goods into and out of the country.
C. 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.
D. customs administration
Customs administration is the governmental function responsible for regulating and overseeing the import and export of goods, including the collection of duties and enforcement of trade and border control laws.
E. Administraciones Generales de Aduanas
Administraciones Generales de Aduanas is the Mexican federal customs authority responsible for managing and controlling the country’s customs operations and enforcement.
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_69d85cd035a48190b73d5579ab73969a`	completed	April 10, 2026, 2:13 a.m.
NER	Named-entity recognition	`batch_69e04ed400ec8190a14a9f7cf3092865`	completed	April 16, 2026, 2:52 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ff5f4d49188190855a895c5844dee0`	completed	May 9, 2026, 4:22 p.m.
NEDg	Description generation	`batch_69ff614906cc81909d978d8645045af3`	completed	May 9, 2026, 4:31 p.m.
NED2	Entity disambiguation (via description)	`batch_69ff61b3b3f08190a2a1e1010684a316`	completed	May 9, 2026, 4:32 p.m.

Created at: April 10, 2026, 4:15 a.m.