Triple

T1810613

Position	Surface form	Disambiguated ID	Type / Status
Subject	National Economics University	`E40321`	entity
Predicate	governedBy	`P46`	FINISHED
Object	Ministry of Education and Training of Vietnam The Ministry of Education and Training of Vietnam is the central government body responsible for formulating and overseeing national policies on education and training across the country.	`E138615`	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 Education and Training of Vietnam | Statement: [National Economics University, governedBy, Ministry of Education and Training of Vietnam]

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

Target entity: Ministry of Education and Training of Vietnam
Context triple: [National Economics University, governedBy, Ministry of Education and Training of Vietnam]

A. Vietnam National University, Hanoi
Vietnam National University, Hanoi is one of Vietnam’s leading multidisciplinary public universities and a major national research and education center based in the capital city.
B. Can Tho University
Can Tho University is a major public research university in Vietnam’s Mekong Delta region, known for its strengths in agriculture, aquaculture, and environmental sciences.
C. Ministry of Education
The Ministry of Education is Egypt’s governmental body responsible for overseeing and regulating the country’s pre-university education system and related policies.
D. Ministry of Education
The Ministry of Education is a government department responsible for overseeing a country's education system, including schools, curricula, and educational policy.
E. 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.
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 Education and Training of Vietnam
Triple: [National Economics University, governedBy, Ministry of Education and Training of Vietnam]

Generated description

The Ministry of Education and Training of Vietnam is the central government body responsible for formulating and overseeing national policies on education and training across the country.

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

Target entity: Ministry of Education and Training of Vietnam
Target entity description: The Ministry of Education and Training of Vietnam is the central government body responsible for formulating and overseeing national policies on education and training across the country.

A. Vietnam National University, Hanoi
Vietnam National University, Hanoi is one of Vietnam’s leading multidisciplinary public universities and a major national research and education center based in the capital city.
B. Can Tho University
Can Tho University is a major public research university in Vietnam’s Mekong Delta region, known for its strengths in agriculture, aquaculture, and environmental sciences.
C. Ministry of Education chosen
The Ministry of Education is a government department responsible for overseeing a country's education system, including schools, curricula, and educational policy.
D. Ministry of Education
The Ministry of Education is Egypt’s governmental body responsible for overseeing and regulating the country’s pre-university education system and related policies.
E. 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.
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_69a88643a3388190a612f2ebe1fb29e7`	completed	March 4, 2026, 7:21 p.m.
NER	Named-entity recognition	`batch_69aa65c461e881908070cb80d9092981`	completed	March 6, 2026, 5:27 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69adbf5b1dbc8190a57430bf129173e4`	completed	March 8, 2026, 6:26 p.m.
NEDg	Description generation	`batch_69adc0a3fdd88190b0ffa98db1b5cf80`	completed	March 8, 2026, 6:32 p.m.
NED2	Entity disambiguation (via description)	`batch_69adc1304a808190a999e71dfa39162a`	completed	March 8, 2026, 6:34 p.m.

Created at: March 4, 2026, 7:32 p.m.