Triple

T15643574

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ministry of Finance (Taiwan)	`E376123`	entity
Predicate	oversees	`P46`	FINISHED
Object	Fiscal Information Agency (Taiwan) The Fiscal Information Agency (Taiwan) is a government body responsible for developing, managing, and securing Taiwan’s financial and taxation information systems and related digital services.	`E1168241`	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: Fiscal Information Agency (Taiwan) | Statement: [Ministry of Finance (Taiwan), oversees, Fiscal Information Agency (Taiwan)]

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

Target entity: Fiscal Information Agency (Taiwan)
Context triple: [Ministry of Finance (Taiwan), oversees, Fiscal Information Agency (Taiwan)]

A. Ministry of Finance (Taiwan)
The Ministry of Finance (Taiwan) is the central government agency responsible for formulating and implementing Taiwan’s fiscal, taxation, and public finance policies.
B. Financial Supervisory Commission (Taiwan)
The Financial Supervisory Commission (Taiwan) is the central government authority responsible for regulating and supervising Taiwan’s banking, securities, futures, and insurance sectors.
C. Ministry of Economic Affairs (Taiwan)
The Ministry of Economic Affairs (Taiwan) is the central government agency responsible for formulating and implementing Taiwan’s economic, industrial, trade, and energy policies.
D. Fujian Provincial Department of Finance
The Fujian Provincial Department of Finance is the provincial government agency responsible for managing public finances, budgeting, and fiscal policy in China’s Fujian Province.
E. Straits Exchange Foundation
The Straits Exchange Foundation is a semi-official Taiwanese organization responsible for handling negotiations and practical affairs with mainland China in the absence of formal diplomatic relations.
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: Fiscal Information Agency (Taiwan)
Triple: [Ministry of Finance (Taiwan), oversees, Fiscal Information Agency (Taiwan)]

Generated description

The Fiscal Information Agency (Taiwan) is a government body responsible for developing, managing, and securing Taiwan’s financial and taxation information systems and related digital services.

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

Target entity: Fiscal Information Agency (Taiwan)
Target entity description: The Fiscal Information Agency (Taiwan) is a government body responsible for developing, managing, and securing Taiwan’s financial and taxation information systems and related digital services.

A. Ministry of Finance (Taiwan)
The Ministry of Finance (Taiwan) is the central government agency responsible for formulating and implementing Taiwan’s fiscal, taxation, and public finance policies.
B. Financial Supervisory Commission (Taiwan)
The Financial Supervisory Commission (Taiwan) is the central government authority responsible for regulating and supervising Taiwan’s banking, securities, futures, and insurance sectors.
C. Ministry of Economic Affairs (Taiwan)
The Ministry of Economic Affairs (Taiwan) is the central government agency responsible for formulating and implementing Taiwan’s economic, industrial, trade, and energy policies.
D. Fujian Provincial Department of Finance
The Fujian Provincial Department of Finance is the provincial government agency responsible for managing public finances, budgeting, and fiscal policy in China’s Fujian Province.
E. Straits Exchange Foundation
The Straits Exchange Foundation is a semi-official Taiwanese organization responsible for handling negotiations and practical affairs with mainland China in the absence of formal diplomatic relations.
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.