Triple

T7716102

Position	Surface form	Disambiguated ID	Type / Status
Subject	Civil Aviation Authority of Vietnam	`E174886`	entity
Predicate	parentOrganization	`P254`	FINISHED
Object	Ministry of Transport of Vietnam The Ministry of Transport of Vietnam is the central government body responsible for formulating and overseeing national policies, regulations, and infrastructure development in the country’s transport sectors, including road, rail, maritime, and aviation.	`E684827`	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: Ministry of Transport of Vietnam | Statement: [Civil Aviation Authority of Vietnam, parentOrganization, Ministry of Transport of Vietnam]

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

Target entity: Ministry of Transport of Vietnam
Context triple: [Civil Aviation Authority of Vietnam, parentOrganization, Ministry of Transport of Vietnam]

A. Ministry of Finance of Vietnam
The Ministry of Finance of Vietnam is the central government body responsible for managing the country’s public finances, including budgeting, taxation, state revenue and expenditure, and financial policy.
B. Civil Aviation Authority of Vietnam
The Civil Aviation Authority of Vietnam is the national regulatory body responsible for overseeing and managing civil aviation activities, including safety, security, and air transport operations within Vietnam.
C. Ministry of Transport
The Ministry of Transport is Egypt’s government body responsible for planning, regulating, and overseeing the country’s transportation infrastructure and services across road, rail, maritime, and other transit sectors.
D. Government of Vietnam
The Government of Vietnam is the executive branch of the Socialist Republic of Vietnam, responsible for implementing laws, managing state administration, and directing national socio-economic development under the leadership of the Communist Party.
E. Vietnam Ministry of Culture, Sports and Tourism
The Vietnam Ministry of Culture, Sports and Tourism is a government body responsible for overseeing the nation’s cultural heritage, arts, sports development, and tourism promotion.
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: Ministry of Transport of Vietnam
Triple: [Civil Aviation Authority of Vietnam, parentOrganization, Ministry of Transport of Vietnam]

Generated description

The Ministry of Transport of Vietnam is the central government body responsible for formulating and overseeing national policies, regulations, and infrastructure development in the country’s transport sectors, including road, rail, maritime, and aviation.

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

Target entity: Ministry of Transport of Vietnam
Target entity description: The Ministry of Transport of Vietnam is the central government body responsible for formulating and overseeing national policies, regulations, and infrastructure development in the country’s transport sectors, including road, rail, maritime, and aviation.

A. Ministry of Finance of Vietnam
The Ministry of Finance of Vietnam is the central government body responsible for managing the country’s public finances, including budgeting, taxation, state revenue and expenditure, and financial policy.
B. Civil Aviation Authority of Vietnam
The Civil Aviation Authority of Vietnam is the national regulatory body responsible for overseeing and managing civil aviation activities, including safety, security, and air transport operations within Vietnam.
C. Ministry of Transport
The Ministry of Transport is Egypt’s government body responsible for planning, regulating, and overseeing the country’s transportation infrastructure and services across road, rail, maritime, and other transit sectors.
D. Government of Vietnam
The Government of Vietnam is the executive branch of the Socialist Republic of Vietnam, responsible for implementing laws, managing state administration, and directing national socio-economic development under the leadership of the Communist Party.
E. Vietnam Ministry of Culture, Sports and Tourism
The Vietnam Ministry of Culture, Sports and Tourism is a government body responsible for overseeing the nation’s cultural heritage, arts, sports development, and tourism promotion.
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_69c6995c463c8190a14458036249d419`	completed	March 27, 2026, 2:51 p.m.
NER	Named-entity recognition	`batch_69c702cd0ddc8190aa23d998f55d0bd6`	completed	March 27, 2026, 10:21 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c8b50cf3208190af9bb2d4126d381b`	completed	March 29, 2026, 5:13 a.m.
NEDg	Description generation	`batch_69c8b7d8b4b081908f8739a91e96e6ec`	completed	March 29, 2026, 5:25 a.m.
NED2	Entity disambiguation (via description)	`batch_69c8b845194c8190b65257cc02b09e6c`	completed	March 29, 2026, 5:27 a.m.

Created at: March 27, 2026, 4:04 p.m.