Triple

T15665163

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ministry of Economic Affairs (Taiwan)	`E377167`	entity
Predicate	oversees	`P46`	FINISHED
Object	Bureau of Foreign Trade The Bureau of Foreign Trade is a Taiwanese government agency responsible for formulating and implementing the nation’s international trade policies and regulations.	`E1169920`	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: Bureau of Foreign Trade | Statement: [Ministry of Economic Affairs (Taiwan), oversees, Bureau of Foreign Trade]

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

Target entity: Bureau of Foreign Trade
Context triple: [Ministry of Economic Affairs (Taiwan), oversees, Bureau of Foreign Trade]

A. Department of Foreign Trade
The Department of Foreign Trade is an academic unit within Cairo University's Faculty of Commerce that specializes in teaching and research on international trade, global markets, and related economic policies.
B. Department of Trade
The Department of Trade was an Australian government department responsible for national trade policy, export promotion, and international commercial relations before being merged into the Department of Foreign Affairs and Trade.
C. Bureau of Export Administration
The Bureau of Export Administration was a former U.S. government agency responsible for regulating and enforcing export controls on sensitive goods and technologies before its functions were assumed by the Bureau of Industry and Security.
D. Office of Bilateral Trade Affairs
The Office of Bilateral Trade Affairs is a division within the Office of the United States Trade Representative responsible for developing and managing the United States’ bilateral trade relationships and agreements with individual countries.
E. 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.
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: Bureau of Foreign Trade
Triple: [Ministry of Economic Affairs (Taiwan), oversees, Bureau of Foreign Trade]

Generated description

The Bureau of Foreign Trade is a Taiwanese government agency responsible for formulating and implementing the nation’s international trade policies and regulations.

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

Target entity: Bureau of Foreign Trade
Target entity description: The Bureau of Foreign Trade is a Taiwanese government agency responsible for formulating and implementing the nation’s international trade policies and regulations.

A. Department of Foreign Trade
The Department of Foreign Trade is an academic unit within Cairo University's Faculty of Commerce that specializes in teaching and research on international trade, global markets, and related economic policies.
B. Department of Trade
The Department of Trade was an Australian government department responsible for national trade policy, export promotion, and international commercial relations before being merged into the Department of Foreign Affairs and Trade.
C. Bureau of Export Administration
The Bureau of Export Administration was a former U.S. government agency responsible for regulating and enforcing export controls on sensitive goods and technologies before its functions were assumed by the Bureau of Industry and Security.
D. Office of Bilateral Trade Affairs
The Office of Bilateral Trade Affairs is a division within the Office of the United States Trade Representative responsible for developing and managing the United States’ bilateral trade relationships and agreements with individual countries.
E. 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.
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_69d85cd2e28481909d4e975bee20872f`	completed	April 10, 2026, 2:13 a.m.
NER	Named-entity recognition	`batch_69e04f0f4df08190ad2c5d78e435d8eb`	completed	April 16, 2026, 2:53 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ff679ff4648190a2f05d6445fa59df`	completed	May 9, 2026, 4:58 p.m.
NEDg	Description generation	`batch_69ff68af38848190975e374b2c8c917b`	completed	May 9, 2026, 5:02 p.m.
NED2	Entity disambiguation (via description)	`batch_69ff69660b6c819082dbdf06db1c8fe3`	completed	May 9, 2026, 5:05 p.m.

Created at: April 10, 2026, 4:16 a.m.