Triple

T2295313

Position	Surface form	Disambiguated ID	Type / Status
Subject	Turkish Airlines	`E51598`	entity
Predicate	safetyRegulator	`P760`	FINISHED
Object	Directorate General of Civil Aviation (Turkey) The Directorate General of Civil Aviation (Turkey) is Turkey’s national civil aviation authority responsible for regulating and overseeing the safety, security, and standards of the country’s aviation sector.	`E253628`	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: Directorate General of Civil Aviation (Turkey) | Statement: [Turkish Airlines, safetyRegulator, Directorate General of Civil Aviation (Turkey)]

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

Target entity: Directorate General of Civil Aviation (Turkey)
Context triple: [Turkish Airlines, safetyRegulator, Directorate General of Civil Aviation (Turkey)]

A. General Directorate of State Airports Authority
The General Directorate of State Airports Authority is Turkey’s national aviation authority responsible for operating and managing the country’s major airports and air navigation services.
B. Turkish Air Force
The Turkish Air Force is the aerial warfare branch of Turkey’s armed forces, responsible for defending the country’s airspace and conducting air operations using a modern fleet of combat and transport aircraft.
C. General Directorate of Highways of Turkey
The General Directorate of Highways of Turkey is the national government agency responsible for planning, constructing, operating, and maintaining the country’s state and provincial road network, including major bridges and motorways.
D. Directorate General of Civil Aviation (Lebanon)
The Directorate General of Civil Aviation (Lebanon) is the Lebanese government authority responsible for regulating and overseeing civil aviation activities and airport operations in the country.
E. Tunisian Civil Aviation Authority
The Tunisian Civil Aviation Authority is the national government body responsible for overseeing and regulating civil aviation activities and safety standards in Tunisia.
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: Directorate General of Civil Aviation (Turkey)
Triple: [Turkish Airlines, safetyRegulator, Directorate General of Civil Aviation (Turkey)]

Generated description

The Directorate General of Civil Aviation (Turkey) is Turkey’s national civil aviation authority responsible for regulating and overseeing the safety, security, and standards of the country’s aviation sector.

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

Target entity: Directorate General of Civil Aviation (Turkey)
Target entity description: The Directorate General of Civil Aviation (Turkey) is Turkey’s national civil aviation authority responsible for regulating and overseeing the safety, security, and standards of the country’s aviation sector.

A. General Directorate of State Airports Authority
The General Directorate of State Airports Authority is Turkey’s national aviation authority responsible for operating and managing the country’s major airports and air navigation services.
B. Turkish Air Force
The Turkish Air Force is the aerial warfare branch of Turkey’s armed forces, responsible for defending the country’s airspace and conducting air operations using a modern fleet of combat and transport aircraft.
C. General Directorate of Highways of Turkey
The General Directorate of Highways of Turkey is the national government agency responsible for planning, constructing, operating, and maintaining the country’s state and provincial road network, including major bridges and motorways.
D. Directorate General of Civil Aviation (Lebanon)
The Directorate General of Civil Aviation (Lebanon) is the Lebanese government authority responsible for regulating and overseeing civil aviation activities and airport operations in the country.
E. Tunisian Civil Aviation Authority
The Tunisian Civil Aviation Authority is the national government body responsible for overseeing and regulating civil aviation activities and safety standards in Tunisia.
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_69a88b0a9f248190bcff941463d8f65a`	completed	March 4, 2026, 7:42 p.m.
NER	Named-entity recognition	`batch_69abc5dc40f881908a3dcc518bbead55`	completed	March 7, 2026, 6:29 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ae7f28db6c81909dbe55c704307da6`	completed	March 9, 2026, 8:04 a.m.
NEDg	Description generation	`batch_69ae7fd6e8608190b48f3a50ee62d664`	completed	March 9, 2026, 8:07 a.m.
NED2	Entity disambiguation (via description)	`batch_69ae804b402c81909a5fc68c6ee3decb`	completed	March 9, 2026, 8:09 a.m.

Created at: March 4, 2026, 7:49 p.m.