Triple

T16618752

Position	Surface form	Disambiguated ID	Type / Status
Subject	National Institute of Statistics of Tunisia	`E403763`	entity
Predicate	subordinateTo	`P258`	FINISHED
Object	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.	`E1223923`	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 Economy and Planning of Tunisia | Statement: [National Institute of Statistics of Tunisia, subordinateTo, Ministry of Economy and Planning of Tunisia]

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

Target entity: Ministry of Economy and Planning of Tunisia
Context triple: [National Institute of Statistics of Tunisia, subordinateTo, Ministry of Economy and Planning of Tunisia]

A. National Institute of Statistics of Tunisia
The National Institute of Statistics of Tunisia is the government agency responsible for producing and disseminating official statistical data and economic indicators for Tunisia.
B. 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.
C. Tunisian economy
The Tunisian economy is a diversified North African economy driven by sectors such as agriculture, manufacturing, tourism, and services, with significant reliance on exports and remittances.
D. Ministry of Higher Education and Scientific Research of Tunisia
The Ministry of Higher Education and Scientific Research of Tunisia is the national government body responsible for overseeing universities, higher education policy, and scientific research in Tunisia.
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 Economy and Planning of Tunisia
Triple: [National Institute of Statistics of Tunisia, subordinateTo, Ministry of Economy and Planning of Tunisia]

Generated description

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.

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

Target entity: Ministry of Economy and Planning of Tunisia
Target entity description: 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.

A. National Institute of Statistics of Tunisia
The National Institute of Statistics of Tunisia is the government agency responsible for producing and disseminating official statistical data and economic indicators for Tunisia.
B. 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.
C. Tunisian economy
The Tunisian economy is a diversified North African economy driven by sectors such as agriculture, manufacturing, tourism, and services, with significant reliance on exports and remittances.
D. Ministry of Higher Education and Scientific Research of Tunisia
The Ministry of Higher Education and Scientific Research of Tunisia is the national government body responsible for overseeing universities, higher education policy, and scientific research in Tunisia.
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_69d883897eb481909eaaa088ba9918d9`	completed	April 10, 2026, 4:58 a.m.
NER	Named-entity recognition	`batch_69e3754bc4cc8190a586732fc6507b40`	completed	April 18, 2026, 12:12 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a007db0b4348190beb573bc3df98125`	completed	May 10, 2026, 12:44 p.m.
NEDg	Description generation	`batch_6a007e6507208190b3f32c05a2f647bd`	completed	May 10, 2026, 12:47 p.m.
NED2	Entity disambiguation (via description)	`batch_6a007f2cefa081908734a907da33a72f`	completed	May 10, 2026, 12:50 p.m.

Created at: April 10, 2026, 5:17 a.m.