Triple

T3237435

Position	Surface form	Disambiguated ID	Type / Status
Subject	Hamad International Airport	`E67888`	entity
Predicate	operator	`P179`	FINISHED
Object	Qatar Civil Aviation Authority The Qatar Civil Aviation Authority is the government body responsible for regulating and overseeing civil aviation activities and air transport infrastructure in the State of Qatar.	`E340364`	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: Qatar Civil Aviation Authority | Statement: [Hamad International Airport, operator, Qatar Civil Aviation Authority]

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

Target entity: Qatar Civil Aviation Authority
Context triple: [Hamad International Airport, operator, Qatar Civil Aviation Authority]

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. Dubai Civil Aviation Authority
The Dubai Civil Aviation Authority is the government body responsible for regulating and overseeing civil aviation activities and air transport policy in the Emirate of Dubai.
C. General Civil Aviation Authority of the United Arab Emirates
The General Civil Aviation Authority of the United Arab Emirates is the federal body responsible for regulating and overseeing civil aviation safety, security, and air navigation within the UAE.
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. Pakistan Civil Aviation Authority
The Pakistan Civil Aviation Authority is the governmental body responsible for regulating and overseeing civil aviation and managing major airports across Pakistan.
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: Qatar Civil Aviation Authority
Triple: [Hamad International Airport, operator, Qatar Civil Aviation Authority]

Generated description

The Qatar Civil Aviation Authority is the government body responsible for regulating and overseeing civil aviation activities and air transport infrastructure in the State of Qatar.

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

Target entity: Qatar Civil Aviation Authority
Target entity description: The Qatar Civil Aviation Authority is the government body responsible for regulating and overseeing civil aviation activities and air transport infrastructure in the State of Qatar.

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. Dubai Civil Aviation Authority
The Dubai Civil Aviation Authority is the government body responsible for regulating and overseeing civil aviation activities and air transport policy in the Emirate of Dubai.
C. General Civil Aviation Authority of the United Arab Emirates
The General Civil Aviation Authority of the United Arab Emirates is the federal body responsible for regulating and overseeing civil aviation safety, security, and air navigation within the UAE.
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. Pakistan Civil Aviation Authority
The Pakistan Civil Aviation Authority is the governmental body responsible for regulating and overseeing civil aviation and managing major airports across Pakistan.
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_69ad858d27348190abb61c280b4c86a9`	completed	March 8, 2026, 2:19 p.m.
NER	Named-entity recognition	`batch_69adaef29bf48190a9aa3a39f0138428`	completed	March 8, 2026, 5:16 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b2774a97c481908be820bc5ddf786d`	completed	March 12, 2026, 8:20 a.m.
NEDg	Description generation	`batch_69b2780e41e0819080ddb26668f32838`	completed	March 12, 2026, 8:23 a.m.
NED2	Entity disambiguation (via description)	`batch_69b27bd238a48190b9d13ee8a8bc955d`	completed	March 12, 2026, 8:39 a.m.

Created at: March 8, 2026, 3:08 p.m.