Triple

T19795049

Position	Surface form	Disambiguated ID	Type / Status
Subject	Mohamed Ghannouchi	`E475517`	entity
Predicate	workedIn	`P1527`	FINISHED
Object	Ministry of International Cooperation and Foreign Investment of Tunisia The Ministry of International Cooperation and Foreign Investment of Tunisia is a government body responsible for managing the country’s foreign economic relations, attracting international investment, and coordinating development cooperation with external partners.	`E1395822`	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 International Cooperation and Foreign Investment of Tunisia | Statement: [Mohamed Ghannouchi, workedIn, Ministry of International Cooperation and Foreign Investment of Tunisia]

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

Target entity: Ministry of International Cooperation and Foreign Investment of Tunisia
Context triple: [Mohamed Ghannouchi, workedIn, Ministry of International Cooperation and Foreign Investment 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 Finance of Tunisia
The Ministry of Finance of Tunisia is the government department responsible for managing the country’s public finances, including budgeting, taxation, and economic policy.
C. 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.
D. Chamber of Advisors of Tunisia
The Chamber of Advisors of Tunisia was the upper house of the country’s former bicameral parliament, functioning alongside the Chamber of Deputies until its abolition after the 2011 revolution.
E. Ministry of Interior (Tunisia)
The Ministry of Interior (Tunisia) is the government department responsible for internal security, law enforcement, and public order across Tunisia.
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 International Cooperation and Foreign Investment of Tunisia
Triple: [Mohamed Ghannouchi, workedIn, Ministry of International Cooperation and Foreign Investment of Tunisia]

Generated description

The Ministry of International Cooperation and Foreign Investment of Tunisia is a government body responsible for managing the country’s foreign economic relations, attracting international investment, and coordinating development cooperation with external partners.

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

Target entity: Ministry of International Cooperation and Foreign Investment of Tunisia
Target entity description: The Ministry of International Cooperation and Foreign Investment of Tunisia is a government body responsible for managing the country’s foreign economic relations, attracting international investment, and coordinating development cooperation with external partners.

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 Finance of Tunisia
The Ministry of Finance of Tunisia is the government department responsible for managing the country’s public finances, including budgeting, taxation, and economic policy.
C. 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.
D. Chamber of Advisors of Tunisia
The Chamber of Advisors of Tunisia was the upper house of the country’s former bicameral parliament, functioning alongside the Chamber of Deputies until its abolition after the 2011 revolution.
E. Ministry of Interior (Tunisia)
The Ministry of Interior (Tunisia) is the government department responsible for internal security, law enforcement, and public order across Tunisia.
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_69d8e51b014081908b263e167370529a`	completed	April 10, 2026, 11:55 a.m.
NER	Named-entity recognition	`batch_69e653c659088190928fa4c9264135d3`	completed	April 20, 2026, 4:26 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a07c5024930819091501e17f97614e2`	completed	May 16, 2026, 1:14 a.m.
NEDg	Description generation	`batch_6a07c74fd97c81909e53413de7b3b5af`	completed	May 16, 2026, 1:24 a.m.
NED2	Entity disambiguation (via description)	`batch_6a07c7ec65ac8190b59ca029dff15947`	completed	May 16, 2026, 1:27 a.m.

Created at: April 10, 2026, 1:49 p.m.