Triple

T15873588

Position	Surface form	Disambiguated ID	Type / Status
Subject	Paro Airport	`E384889`	entity
Predicate	operatedBy	`P86`	FINISHED
Object	Department of Air Transport of Bhutan The Department of Air Transport of Bhutan is the national civil aviation authority responsible for managing and regulating the country’s airports and air transport services.	`E1180944`	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: Department of Air Transport of Bhutan | Statement: [Paro Airport, operatedBy, Department of Air Transport of Bhutan]

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

Target entity: Department of Air Transport of Bhutan
Context triple: [Paro Airport, operatedBy, Department of Air Transport of Bhutan]

A. 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.
B. Civil Aviation Authority of Nepal
The Civil Aviation Authority of Nepal is the national regulatory body responsible for overseeing and managing civil aviation operations, safety, and airport infrastructure throughout Nepal.
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. 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.
E. Ministry of Finance of Bhutan
The Ministry of Finance of Bhutan is the government body responsible for managing the country’s public finances, including budgeting, revenue collection, and economic policy.
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: Department of Air Transport of Bhutan
Triple: [Paro Airport, operatedBy, Department of Air Transport of Bhutan]

Generated description

The Department of Air Transport of Bhutan is the national civil aviation authority responsible for managing and regulating the country’s airports and air transport services.

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

Target entity: Department of Air Transport of Bhutan
Target entity description: The Department of Air Transport of Bhutan is the national civil aviation authority responsible for managing and regulating the country’s airports and air transport services.

A. 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.
B. Civil Aviation Authority of Nepal
The Civil Aviation Authority of Nepal is the national regulatory body responsible for overseeing and managing civil aviation operations, safety, and airport infrastructure throughout Nepal.
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. 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.
E. Ministry of Finance of Bhutan
The Ministry of Finance of Bhutan is the government body responsible for managing the country’s public finances, including budgeting, revenue collection, and economic policy.
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_69e155fc02688190b6f070882b846516`	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.