Triple

T1342976

Position	Surface form	Disambiguated ID	Type / Status
Subject	Beirut–Rafic Hariri International Airport	`E28506`	entity
Predicate	operator	`P179`	FINISHED
Object	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.	`E154044`	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 (Lebanon) | Statement: [Beirut–Rafic Hariri International Airport, operator, Directorate General of Civil Aviation (Lebanon)]

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

Target entity: Directorate General of Civil Aviation (Lebanon)
Context triple: [Beirut–Rafic Hariri International Airport, operator, Directorate General of Civil Aviation (Lebanon)]

A. Arab Civil Aviation Commission
The Arab Civil Aviation Commission is a specialized regional body that coordinates and develops civil aviation policies, standards, and cooperation among member states of the Arab League.
B. 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.
C. Ministry of Civil Aviation of Egypt
The Ministry of Civil Aviation of Egypt is the government body responsible for regulating and overseeing the country’s civil aviation sector, including airports, airlines, and air safety.
D. General Authority of Civil Aviation of Saudi Arabia
The General Authority of Civil Aviation of Saudi Arabia is the national regulatory body responsible for overseeing and managing the kingdom’s civil aviation sector, including airports, air navigation, and airline operations.
E. Public Authority for Civil Aviation of Oman
The Public Authority for Civil Aviation of Oman is the national governmental body responsible for regulating and overseeing civil aviation activities and safety standards within the Sultanate of Oman.
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 (Lebanon)
Triple: [Beirut–Rafic Hariri International Airport, operator, Directorate General of Civil Aviation (Lebanon)]

Generated description

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.

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

Target entity: Directorate General of Civil Aviation (Lebanon)
Target entity description: 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.

A. Arab Civil Aviation Commission
The Arab Civil Aviation Commission is a specialized regional body that coordinates and develops civil aviation policies, standards, and cooperation among member states of the Arab League.
B. 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.
C. Ministry of Civil Aviation of Egypt
The Ministry of Civil Aviation of Egypt is the government body responsible for regulating and overseeing the country’s civil aviation sector, including airports, airlines, and air safety.
D. General Authority of Civil Aviation of Saudi Arabia
The General Authority of Civil Aviation of Saudi Arabia is the national regulatory body responsible for overseeing and managing the kingdom’s civil aviation sector, including airports, air navigation, and airline operations.
E. Public Authority for Civil Aviation of Oman
The Public Authority for Civil Aviation of Oman is the national governmental body responsible for regulating and overseeing civil aviation activities and safety standards within the Sultanate of Oman.
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_69a49854eb3481908c7d56b2e449a290`	completed	March 1, 2026, 7:49 p.m.
NER	Named-entity recognition	`batch_69a4c2174d048190a6e9380df302265f`	completed	March 1, 2026, 10:47 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69acc632cbc88190a64897f1b101c699`	completed	March 8, 2026, 12:43 a.m.
NEDg	Description generation	`batch_69acc6dbd80881908d640ee204ce9a12`	completed	March 8, 2026, 12:46 a.m.
NED2	Entity disambiguation (via description)	`batch_69acc8199f508190a86c18ad9085d341`	completed	March 8, 2026, 12:51 a.m.

Created at: March 1, 2026, 7:56 p.m.