Triple

T12851528

Position	Surface form	Disambiguated ID	Type / Status
Subject	Muanda Airport	`E307332`	entity
Predicate	operator	`P179`	FINISHED
Object	Democratic Republic of the Congo civil aviation authorities The Democratic Republic of the Congo civil aviation authorities are the national regulatory body responsible for overseeing civil aviation safety, operations, and infrastructure within the Democratic Republic of the Congo.	`E1006797`	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: Democratic Republic of the Congo civil aviation authorities | Statement: [Muanda Airport, operator, Democratic Republic of the Congo civil aviation authorities]

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

Target entity: Democratic Republic of the Congo civil aviation authorities
Context triple: [Muanda Airport, operator, Democratic Republic of the Congo civil aviation authorities]

A. Gabonese civil aviation authorities
The Gabonese civil aviation authorities are the national regulatory body responsible for overseeing and managing civil aviation operations, safety, and infrastructure in Gabon.
B. Congo Airways
Congo Airways is the state-owned flag carrier airline of the Democratic Republic of the Congo, operating domestic and regional passenger services.
C. Equatorial Congo Airlines
Equatorial Congo Airlines is the national flag carrier of the Republic of the Congo, operating passenger and cargo flights primarily within Central Africa.
D. Kenya Civil Aviation Authority
The Kenya Civil Aviation Authority is the government agency responsible for regulating and overseeing civil aviation safety, security, and standards in Kenya.
E. African Civil Aviation Commission
The African Civil Aviation Commission is a specialized agency of the African Union responsible for coordinating and regulating civil aviation across African states to promote a unified, safe, and efficient air transport system.
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: Democratic Republic of the Congo civil aviation authorities
Triple: [Muanda Airport, operator, Democratic Republic of the Congo civil aviation authorities]

Generated description

The Democratic Republic of the Congo civil aviation authorities are the national regulatory body responsible for overseeing civil aviation safety, operations, and infrastructure within the Democratic Republic of the Congo.

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

Target entity: Democratic Republic of the Congo civil aviation authorities
Target entity description: The Democratic Republic of the Congo civil aviation authorities are the national regulatory body responsible for overseeing civil aviation safety, operations, and infrastructure within the Democratic Republic of the Congo.

A. Gabonese civil aviation authorities
The Gabonese civil aviation authorities are the national regulatory body responsible for overseeing and managing civil aviation operations, safety, and infrastructure in Gabon.
B. Congo Airways
Congo Airways is the state-owned flag carrier airline of the Democratic Republic of the Congo, operating domestic and regional passenger services.
C. Equatorial Congo Airlines
Equatorial Congo Airlines is the national flag carrier of the Republic of the Congo, operating passenger and cargo flights primarily within Central Africa.
D. Kenya Civil Aviation Authority
The Kenya Civil Aviation Authority is the government agency responsible for regulating and overseeing civil aviation safety, security, and standards in Kenya.
E. African Civil Aviation Commission
The African Civil Aviation Commission is a specialized agency of the African Union responsible for coordinating and regulating civil aviation across African states to promote a unified, safe, and efficient air transport system.
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_69d7bdf5e7cc8190be357278bc5ba3bb`	completed	April 9, 2026, 2:55 p.m.
NER	Named-entity recognition	`batch_69d97020eacc81909357b3398d17dc49`	completed	April 10, 2026, 9:48 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f69ba5059c81908be3b8b371518f41`	completed	May 3, 2026, 12:49 a.m.
NEDg	Description generation	`batch_69f69d48e6948190a13afe3b8943d877`	completed	May 3, 2026, 12:56 a.m.
NED2	Entity disambiguation (via description)	`batch_69f69dfa2b8481908827025a28bfb056`	completed	May 3, 2026, 12:59 a.m.

Created at: April 9, 2026, 5:36 p.m.