Triple

T16937518

Position	Surface form	Disambiguated ID	Type / Status
Subject	Office de l’Aviation Civile et des Aéroports	`E410867`	entity
Predicate	oversightBy	`P258`	FINISHED
Object	Ministry of Transport of Tunisia The Ministry of Transport of Tunisia is the national government body responsible for formulating and implementing Tunisia’s transport policies and overseeing sectors such as civil aviation, maritime transport, and land transportation.	`E1241139`	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: Ministry of Transport of Tunisia | Statement: [Office de l’Aviation Civile et des Aéroports, oversightBy, Ministry of Transport of Tunisia]

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

Target entity: Ministry of Transport of Tunisia
Context triple: [Office de l’Aviation Civile et des Aéroports, oversightBy, Ministry of Transport of Tunisia]

A. Ministry of Economy and Planning of Tunisia
The Ministry of Economy and Planning of Tunisia is the government body responsible for formulating and coordinating the country’s economic policies, development strategies, and national planning initiatives.
B. Ministry of Transport and Logistics of Morocco
The Ministry of Transport and Logistics of Morocco is the Moroccan government department responsible for national policies, regulation, and strategic planning in transportation and logistics sectors, including road, rail, air, and maritime infrastructure.
C. 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.
D. Société des Transports de Tunis
Société des Transports de Tunis is the public transportation authority serving the Tunis metropolitan area, operating buses, trams, and suburban rail services.
E. Ministry of Transport of Egypt
The Ministry of Transport of Egypt is the government body responsible for planning, regulating, and overseeing Egypt’s national transportation systems, including railways, roads, and maritime infrastructure.
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: Ministry of Transport of Tunisia
Triple: [Office de l’Aviation Civile et des Aéroports, oversightBy, Ministry of Transport of Tunisia]

Generated description

The Ministry of Transport of Tunisia is the national government body responsible for formulating and implementing Tunisia’s transport policies and overseeing sectors such as civil aviation, maritime transport, and land transportation.

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

Target entity: Ministry of Transport of Tunisia
Target entity description: The Ministry of Transport of Tunisia is the national government body responsible for formulating and implementing Tunisia’s transport policies and overseeing sectors such as civil aviation, maritime transport, and land transportation.

A. Ministry of Economy and Planning of Tunisia
The Ministry of Economy and Planning of Tunisia is the government body responsible for formulating and coordinating the country’s economic policies, development strategies, and national planning initiatives.
B. Ministry of Transport and Logistics of Morocco
The Ministry of Transport and Logistics of Morocco is the Moroccan government department responsible for national policies, regulation, and strategic planning in transportation and logistics sectors, including road, rail, air, and maritime infrastructure.
C. 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.
D. Société des Transports de Tunis
Société des Transports de Tunis is the public transportation authority serving the Tunis metropolitan area, operating buses, trams, and suburban rail services.
E. Ministry of Transport of Egypt
The Ministry of Transport of Egypt is the government body responsible for planning, regulating, and overseeing Egypt’s national transportation systems, including railways, roads, and maritime infrastructure.
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_69d886c886688190967be07322597ac9`	completed	April 10, 2026, 5:12 a.m.
NER	Named-entity recognition	`batch_69e3cf2adf448190ab0dbebb3addbd80`	completed	April 18, 2026, 6:36 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a00cfe5210c8190873be6ccf2369b34`	completed	May 10, 2026, 6:35 p.m.
NEDg	Description generation	`batch_6a00d0a0852c8190991af93d50fa2216`	completed	May 10, 2026, 6:38 p.m.
NED2	Entity disambiguation (via description)	`batch_6a00d14d13548190bb09408d28ff1ef8`	completed	May 10, 2026, 6:41 p.m.

Created at: April 10, 2026, 5:30 a.m.