Triple

T15873055

Position	Surface form	Disambiguated ID	Type / Status
Subject	Royal Government of Bhutan	`E384876`	entity
Predicate	hasMinistry	`P2820`	FINISHED
Object	Ministry of Education and Skills Development (Bhutan) The Ministry of Education and Skills Development (Bhutan) is the national government body responsible for formulating and implementing policies on education, vocational training, and human capital development across Bhutan.	`E1180922`	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 Skills Development (Bhutan) | Statement: [Royal Government of Bhutan, hasMinistry, Ministry of Education and Skills Development (Bhutan)]

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

Target entity: Ministry of Education and Skills Development (Bhutan)
Context triple: [Royal Government of Bhutan, hasMinistry, Ministry of Education and Skills Development (Bhutan)]

A. Ministry of Home and Cultural Affairs of Bhutan
The Ministry of Home and Cultural Affairs of Bhutan is a key government body responsible for internal administration, local governance, and the preservation and promotion of the country’s cultural heritage.
B. Ministry of Education of Bolivia
The Ministry of Education of Bolivia is the national government body responsible for formulating and implementing the country’s educational policies, curricula, and standards across all levels of schooling.
C. Ministry of Education of Myanmar
The Ministry of Education of Myanmar is the government body responsible for formulating and implementing national education policies, overseeing schools and universities, and managing the country’s overall education system.
D. Ministry of Education, Youth and Sport of Cambodia
The Ministry of Education, Youth and Sport of Cambodia is the Cambodian government body responsible for national policies and administration in education, youth development, and sports.
E. Royal Civil Service Commission of Bhutan
The Royal Civil Service Commission of Bhutan is the central constitutional body responsible for managing, regulating, and ensuring the merit-based recruitment and administration of the Bhutanese civil service.
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 Skills Development (Bhutan)
Triple: [Royal Government of Bhutan, hasMinistry, Ministry of Education and Skills Development (Bhutan)]

Generated description

The Ministry of Education and Skills Development (Bhutan) is the national government body responsible for formulating and implementing policies on education, vocational training, and human capital development across Bhutan.

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

Target entity: Ministry of Education and Skills Development (Bhutan)
Target entity description: The Ministry of Education and Skills Development (Bhutan) is the national government body responsible for formulating and implementing policies on education, vocational training, and human capital development across Bhutan.

A. Ministry of Home and Cultural Affairs of Bhutan
The Ministry of Home and Cultural Affairs of Bhutan is a key government body responsible for internal administration, local governance, and the preservation and promotion of the country’s cultural heritage.
B. Ministry of Education of Bolivia
The Ministry of Education of Bolivia is the national government body responsible for formulating and implementing the country’s educational policies, curricula, and standards across all levels of schooling.
C. Ministry of Education of Myanmar
The Ministry of Education of Myanmar is the government body responsible for formulating and implementing national education policies, overseeing schools and universities, and managing the country’s overall education system.
D. Ministry of Education, Youth and Sport of Cambodia
The Ministry of Education, Youth and Sport of Cambodia is the Cambodian government body responsible for national policies and administration in education, youth development, and sports.
E. Royal Civil Service Commission of Bhutan
The Royal Civil Service Commission of Bhutan is the central constitutional body responsible for managing, regulating, and ensuring the merit-based recruitment and administration of the Bhutanese civil service.
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_69d86da4e86481909f1325fdc971b5ec`	completed	April 10, 2026, 3:25 a.m.
NER	Named-entity recognition	`batch_69e155faefd08190af634867370796b3`	completed	April 16, 2026, 9:34 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ffa94e9b548190bec74e6d9790d241`	completed	May 9, 2026, 9:38 p.m.
NEDg	Description generation	`batch_69ffaa07df788190bae67f3d9a800331`	completed	May 9, 2026, 9:41 p.m.
NED2	Entity disambiguation (via description)	`batch_69ffaaa92a648190a09829ef3197223c`	completed	May 9, 2026, 9:44 p.m.

Created at: April 10, 2026, 4:51 a.m.