Triple

T8809291

Position	Surface form	Disambiguated ID	Type / Status
Subject	Kabiye	`E209614`	entity
Predicate	hasRegulator	`P4784`	FINISHED
Object	Togolese Ministry of Education The Togolese Ministry of Education is the government body responsible for overseeing and administering Togo’s national education system, including policy, curricula, and language use in schools.	`E759513`	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: Togolese Ministry of Education | Statement: [Kabiye, hasRegulator, Togolese Ministry of Education]

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

Target entity: Togolese Ministry of Education
Context triple: [Kabiye, hasRegulator, Togolese Ministry of Education]

A. Government of Togo
The Government of Togo is the central political authority of the Togolese Republic, responsible for executive administration, national policy, and governance of the country.
B. 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.
C. 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.
D. Ministry of Education of Niger
The Ministry of Education of Niger is the national government body responsible for formulating and implementing education policy, managing schools and curricula, and overseeing the country’s overall education system.
E. Ministry of National Education of France
The Ministry of National Education of France is the government department responsible for overseeing the country’s public education system, from primary schools to secondary education and parts of higher education.
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: Togolese Ministry of Education
Triple: [Kabiye, hasRegulator, Togolese Ministry of Education]

Generated description

The Togolese Ministry of Education is the government body responsible for overseeing and administering Togo’s national education system, including policy, curricula, and language use in schools.

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

Target entity: Togolese Ministry of Education
Target entity description: The Togolese Ministry of Education is the government body responsible for overseeing and administering Togo’s national education system, including policy, curricula, and language use in schools.

A. Government of Togo
The Government of Togo is the central political authority of the Togolese Republic, responsible for executive administration, national policy, and governance of the country.
B. 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.
C. 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.
D. Ministry of Education of Niger
The Ministry of Education of Niger is the national government body responsible for formulating and implementing education policy, managing schools and curricula, and overseeing the country’s overall education system.
E. Ministry of National Education of France
The Ministry of National Education of France is the government department responsible for overseeing the country’s public education system, from primary schools to secondary education and parts of higher education.
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_69ca8363f3308190a47e3f1ebd51f613`	completed	March 30, 2026, 2:06 p.m.
NER	Named-entity recognition	`batch_69cc5fd4cbec8190a929d4e60da8ad65`	completed	March 31, 2026, 11:59 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69cf6fa0e4308190bd01c2d107c8c02d`	completed	April 3, 2026, 7:43 a.m.
NEDg	Description generation	`batch_69cf718a6f2c81908f8b8d08a1437749`	completed	April 3, 2026, 7:51 a.m.
NED2	Entity disambiguation (via description)	`batch_69cf7275fea08190b8999fb30663ff17`	completed	April 3, 2026, 7:55 a.m.

Created at: March 30, 2026, 6:45 p.m.