Triple

T11123692

Position	Surface form	Disambiguated ID	Type / Status
Subject	Sir Seretse Khama International Airport	`E263080`	entity
Predicate	operatedBy	`P86`	FINISHED
Object	Civil Aviation Authority of Botswana The Civil Aviation Authority of Botswana is the national regulatory body responsible for overseeing and managing civil aviation operations and infrastructure within Botswana.	`E905690`	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: Civil Aviation Authority of Botswana | Statement: [Sir Seretse Khama International Airport, operatedBy, Civil Aviation Authority of Botswana]

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

Target entity: Civil Aviation Authority of Botswana
Context triple: [Sir Seretse Khama International Airport, operatedBy, Civil Aviation Authority of Botswana]

A. South African Civil Aviation Authority
The South African Civil Aviation Authority is the national regulatory body responsible for overseeing civil aviation safety, security, and standards in South Africa.
B. Civil Aviation Authority of Zimbabwe
The Civil Aviation Authority of Zimbabwe is the national regulatory and oversight body responsible for managing and supervising civil aviation and airport operations throughout Zimbabwe.
C. Botswana Defence Force Air Wing
The Botswana Defence Force Air Wing is the aerial warfare branch of Botswana’s military, responsible for the country’s air defense, transport, and support operations.
D. 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.
E. 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.
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: Civil Aviation Authority of Botswana
Triple: [Sir Seretse Khama International Airport, operatedBy, Civil Aviation Authority of Botswana]

Generated description

The Civil Aviation Authority of Botswana is the national regulatory body responsible for overseeing and managing civil aviation operations and infrastructure within Botswana.

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

Target entity: Civil Aviation Authority of Botswana
Target entity description: The Civil Aviation Authority of Botswana is the national regulatory body responsible for overseeing and managing civil aviation operations and infrastructure within Botswana.

A. South African Civil Aviation Authority
The South African Civil Aviation Authority is the national regulatory body responsible for overseeing civil aviation safety, security, and standards in South Africa.
B. Civil Aviation Authority of Zimbabwe
The Civil Aviation Authority of Zimbabwe is the national regulatory and oversight body responsible for managing and supervising civil aviation and airport operations throughout Zimbabwe.
C. Botswana Defence Force Air Wing
The Botswana Defence Force Air Wing is the aerial warfare branch of Botswana’s military, responsible for the country’s air defense, transport, and support operations.
D. 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.
E. 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.
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_69d6aa9b46cc8190b19f9f0cc45bf322`	completed	April 8, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69d7e82e933481908550499cf9dd6531`	completed	April 9, 2026, 5:55 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69e42d8643748190a7801fc401dd2b5a`	completed	April 19, 2026, 1:19 a.m.
NEDg	Description generation	`batch_69e42f3eaa0c819095e5af20b910d979`	completed	April 19, 2026, 1:26 a.m.
NED2	Entity disambiguation (via description)	`batch_69e4377d20ac8190b0bb810d4159ac4d`	completed	April 19, 2026, 2:01 a.m.

Created at: April 8, 2026, 9:28 p.m.