Triple

T6771795

Position	Surface form	Disambiguated ID	Type / Status
Subject	Direction Nationale des Langues Nationales du Mali	`E155060`	entity
Predicate	collaboratesWith	`P37`	FINISHED
Object	Ministry of Education of Mali The Ministry of Education of Mali is the government body responsible for formulating and implementing national education policies, overseeing schools and curricula, and promoting educational development across the country.	`E618748`	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 Education of Mali | Statement: [Direction Nationale des Langues Nationales du Mali, collaboratesWith, Ministry of Education of Mali]

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

Target entity: Ministry of Education of Mali
Context triple: [Direction Nationale des Langues Nationales du Mali, collaboratesWith, Ministry of Education of Mali]

A. Ministry of National Education of Côte d’Ivoire
The Ministry of National Education of Côte d’Ivoire is the government body responsible for formulating and implementing national policies on primary and secondary education across the country.
B. Government of Mali
The Government of Mali is the central political authority of the Republic of Mali, responsible for administering the country, maintaining security, and managing relations with various internal groups and international partners.
C. Direction Nationale des Langues Nationales du Mali
The Direction Nationale des Langues Nationales du Mali is a Malian government body responsible for the promotion, standardization, and management of the country’s national languages, including Bambara.
D. Malian Ministry of Justice
The Malian Ministry of Justice is the government body responsible for overseeing the judicial system, legal affairs, and justice sector reforms in Mali.
E. University of Bamako
The University of Bamako is a major public higher education institution in Mali’s capital, serving as a central hub for academic research and professional training in the country.
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 Education of Mali
Triple: [Direction Nationale des Langues Nationales du Mali, collaboratesWith, Ministry of Education of Mali]

Generated description

The Ministry of Education of Mali is the government body responsible for formulating and implementing national education policies, overseeing schools and curricula, and promoting educational development across the country.

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

Target entity: Ministry of Education of Mali
Target entity description: The Ministry of Education of Mali is the government body responsible for formulating and implementing national education policies, overseeing schools and curricula, and promoting educational development across the country.

A. Ministry of National Education of Côte d’Ivoire
The Ministry of National Education of Côte d’Ivoire is the government body responsible for formulating and implementing national policies on primary and secondary education across the country.
B. Government of Mali
The Government of Mali is the central political authority of the Republic of Mali, responsible for administering the country, maintaining security, and managing relations with various internal groups and international partners.
C. Direction Nationale des Langues Nationales du Mali
The Direction Nationale des Langues Nationales du Mali is a Malian government body responsible for the promotion, standardization, and management of the country’s national languages, including Bambara.
D. Malian Ministry of Justice
The Malian Ministry of Justice is the government body responsible for overseeing the judicial system, legal affairs, and justice sector reforms in Mali.
E. University of Bamako
The University of Bamako is a major public higher education institution in Mali’s capital, serving as a central hub for academic research and professional training in the country.
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_69c68812ef7c819099369f51febb725c`	completed	March 27, 2026, 1:37 p.m.
NER	Named-entity recognition	`batch_69c6d2496fa08190895d8b625fb0d699`	completed	March 27, 2026, 6:54 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c712c75b9c819099b0be616925a0b9`	completed	March 27, 2026, 11:29 p.m.
NEDg	Description generation	`batch_69c7135106288190b5b20523c3efa229`	completed	March 27, 2026, 11:31 p.m.
NED2	Entity disambiguation (via description)	`batch_69c7141cd52c8190a783590ad1067840`	completed	March 27, 2026, 11:34 p.m.

Created at: March 27, 2026, 2:13 p.m.