Triple

T15833246

Position	Surface form	Disambiguated ID	Type / Status
Subject	New Southbound Policy	`E383922`	entity
Predicate	coordinatedBy	`P86`	FINISHED
Object	Office of Trade Negotiations, Executive Yuan The Office of Trade Negotiations, Executive Yuan is Taiwan’s cabinet-level agency responsible for formulating and conducting the nation’s trade and economic negotiation strategies with foreign partners.	`E1180743`	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: Office of Trade Negotiations, Executive Yuan | Statement: [New Southbound Policy, coordinatedBy, Office of Trade Negotiations, Executive Yuan]

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

Target entity: Office of Trade Negotiations, Executive Yuan
Context triple: [New Southbound Policy, coordinatedBy, Office of Trade Negotiations, Executive Yuan]

A. 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.
B. Ministry of Foreign Affairs (Taiwan)
The Ministry of Foreign Affairs (Taiwan) is the central government agency responsible for managing the Republic of China (Taiwan)’s diplomatic relations, international cooperation, and foreign policy.
C. 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.
D. National Security Council of the Republic of China
The National Security Council of the Republic of China is a high-level governmental body that advises Taiwan’s leadership on national security, defense, and foreign policy strategy.
E. Ministry of Foreign Affairs and Trade
The Ministry of Foreign Affairs and Trade is New Zealand’s government agency responsible for managing the country’s diplomatic relations, foreign policy, and international trade negotiations.
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: Office of Trade Negotiations, Executive Yuan
Triple: [New Southbound Policy, coordinatedBy, Office of Trade Negotiations, Executive Yuan]

Generated description

The Office of Trade Negotiations, Executive Yuan is Taiwan’s cabinet-level agency responsible for formulating and conducting the nation’s trade and economic negotiation strategies with foreign partners.

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

Target entity: Office of Trade Negotiations, Executive Yuan
Target entity description: The Office of Trade Negotiations, Executive Yuan is Taiwan’s cabinet-level agency responsible for formulating and conducting the nation’s trade and economic negotiation strategies with foreign partners.

A. 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.
B. Ministry of Foreign Affairs (Taiwan)
The Ministry of Foreign Affairs (Taiwan) is the central government agency responsible for managing the Republic of China (Taiwan)’s diplomatic relations, international cooperation, and foreign policy.
C. 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.
D. National Security Council of the Republic of China
The National Security Council of the Republic of China is a high-level governmental body that advises Taiwan’s leadership on national security, defense, and foreign policy strategy.
E. Ministry of Foreign Affairs and Trade
The Ministry of Foreign Affairs and Trade is New Zealand’s government agency responsible for managing the country’s diplomatic relations, foreign policy, and international trade negotiations.
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_69d86da34c888190976e06c4019d415a`	completed	April 10, 2026, 3:25 a.m.
NER	Named-entity recognition	`batch_69e11e6670d48190a456581dd951f168`	completed	April 16, 2026, 5:37 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ffa135be84819084f7c20c2bc01b47`	completed	May 9, 2026, 9:03 p.m.
NEDg	Description generation	`batch_69ffa5623dd08190b7332d3aa4e90c18`	completed	May 9, 2026, 9:21 p.m.
NED2	Entity disambiguation (via description)	`batch_69ffa5c23e6481908c9c1d1ca5253be4`	completed	May 9, 2026, 9:23 p.m.

Created at: April 10, 2026, 4:49 a.m.