Triple

T13428270

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ministry of Foreign Affairs (Thailand)	`E313539`	entity
Predicate	hasPart	`P35`	FINISHED
Object	Thailand International Cooperation Agency The Thailand International Cooperation Agency is a governmental body responsible for managing Thailand’s international development cooperation and technical assistance programs.	`E313539`	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: Thailand International Cooperation Agency | Statement: [Ministry of Foreign Affairs (Thailand), hasPart, Thailand International Cooperation Agency]

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

Target entity: Thailand International Cooperation Agency
Context triple: [Ministry of Foreign Affairs (Thailand), hasPart, Thailand International Cooperation Agency]

A. Ministry of Agriculture and Cooperatives of Thailand
The Ministry of Agriculture and Cooperatives of Thailand is the government agency responsible for national agricultural policy, rural development, and the promotion and regulation of cooperatives across the country.
B. Ministry of Transport of Thailand
The Ministry of Transport of Thailand is the national government agency responsible for overseeing the country’s transportation systems and infrastructure, including road, rail, air, and maritime sectors.
C. Ministry of Foreign Affairs (Thailand)
The Ministry of Foreign Affairs of Thailand is the government agency responsible for managing the country’s diplomatic relations, foreign policy, and international cooperation.
D. 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.
E. Treasury Department of Thailand
The Treasury Department of Thailand is a key government agency responsible for managing the state’s assets, including public land, buildings, and coin production, under the Ministry of Finance.
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: Thailand International Cooperation Agency
Triple: [Ministry of Foreign Affairs (Thailand), hasPart, Thailand International Cooperation Agency]

Generated description

The Thailand International Cooperation Agency is a governmental body responsible for managing Thailand’s international development cooperation and technical assistance programs.

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

Target entity: Thailand International Cooperation Agency
Target entity description: The Thailand International Cooperation Agency is a governmental body responsible for managing Thailand’s international development cooperation and technical assistance programs.

A. Ministry of Agriculture and Cooperatives of Thailand
The Ministry of Agriculture and Cooperatives of Thailand is the government agency responsible for national agricultural policy, rural development, and the promotion and regulation of cooperatives across the country.
B. Ministry of Transport of Thailand
The Ministry of Transport of Thailand is the national government agency responsible for overseeing the country’s transportation systems and infrastructure, including road, rail, air, and maritime sectors.
C. Ministry of Foreign Affairs (Thailand) chosen
The Ministry of Foreign Affairs of Thailand is the government agency responsible for managing the country’s diplomatic relations, foreign policy, and international cooperation.
D. 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.
E. Treasury Department of Thailand
The Treasury Department of Thailand is a key government agency responsible for managing the state’s assets, including public land, buildings, and coin production, under the Ministry of Finance.
F. None of above.

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_69d806ad0c44819088833ae1ec9e9690`	completed	April 9, 2026, 8:06 p.m.
NER	Named-entity recognition	`batch_69dbaed1f9208190bf5ef5b8a7ded376`	completed	April 12, 2026, 2:40 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f730883cb48190add9469c48dc3e89`	completed	May 3, 2026, 11:24 a.m.
NEDg	Description generation	`batch_69f7311f14988190989e319741ef0ccf`	completed	May 3, 2026, 11:27 a.m.
NED2	Entity disambiguation (via description)	`batch_69f731e24d508190a896875210be3189`	completed	May 3, 2026, 11:30 a.m.

Created at: April 9, 2026, 9:40 p.m.