Triple

T15873058

Position	Surface form	Disambiguated ID	Type / Status
Subject	Royal Government of Bhutan	`E384876`	entity
Predicate	hasMinistry	`P2820`	FINISHED
Object	Ministry of Infrastructure and Transport (Bhutan) The Ministry of Infrastructure and Transport (Bhutan) is the Bhutanese government body responsible for planning, developing, and regulating the country’s infrastructure and transportation systems.	`E1180925`	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 Infrastructure and Transport (Bhutan) | Statement: [Royal Government of Bhutan, hasMinistry, Ministry of Infrastructure and Transport (Bhutan)]

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

Target entity: Ministry of Infrastructure and Transport (Bhutan)
Context triple: [Royal Government of Bhutan, hasMinistry, Ministry of Infrastructure and Transport (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 Infrastructure and Transport
The Ministry of Infrastructure and Transport is the Italian government department responsible for national transport systems and major public infrastructure planning, regulation, and development.
C. Cabinet Secretariat of Bhutan
The Cabinet Secretariat of Bhutan is the central administrative body that supports the executive branch and coordinates government policies and operations in the Kingdom of Bhutan.
D. Department of Roads of Nepal
The Department of Roads of Nepal is the government agency responsible for planning, constructing, and maintaining the country’s national road network and major highways.
E. Council of Ministers of Bhutan
The Council of Ministers of Bhutan is the executive body of the Bhutanese government, headed by the Prime Minister and responsible for implementing national policies and administering state affairs.
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 Infrastructure and Transport (Bhutan)
Triple: [Royal Government of Bhutan, hasMinistry, Ministry of Infrastructure and Transport (Bhutan)]

Generated description

The Ministry of Infrastructure and Transport (Bhutan) is the Bhutanese government body responsible for planning, developing, and regulating the country’s infrastructure and transportation systems.

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

Target entity: Ministry of Infrastructure and Transport (Bhutan)
Target entity description: The Ministry of Infrastructure and Transport (Bhutan) is the Bhutanese government body responsible for planning, developing, and regulating the country’s infrastructure and transportation systems.

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 Infrastructure and Transport
The Ministry of Infrastructure and Transport is the Italian government department responsible for national transport systems and major public infrastructure planning, regulation, and development.
C. Cabinet Secretariat of Bhutan
The Cabinet Secretariat of Bhutan is the central administrative body that supports the executive branch and coordinates government policies and operations in the Kingdom of Bhutan.
D. Department of Roads of Nepal
The Department of Roads of Nepal is the government agency responsible for planning, constructing, and maintaining the country’s national road network and major highways.
E. Council of Ministers of Bhutan
The Council of Ministers of Bhutan is the executive body of the Bhutanese government, headed by the Prime Minister and responsible for implementing national policies and administering state affairs.
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.