Triple

T8782897

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government of Niger	`E208974`	entity
Predicate	hasMinistry	`P2820`	FINISHED
Object	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.	`E757335`	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 Niger | Statement: [Government of Niger, hasMinistry, Ministry of Education of Niger]

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

Target entity: Ministry of Education of Niger
Context triple: [Government of Niger, hasMinistry, Ministry of Education of Niger]

A. 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.
B. Government of Niger
The Government of Niger is the central political authority of the Republic of Niger, responsible for administering the state, enforcing laws, and managing domestic and foreign policy.
C. 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.
D. Algerian Ministry of Education
The Algerian Ministry of Education is the government body responsible for designing and overseeing Algeria’s national education policies, curricula, and school system.
E. University of N'Djamena
The University of N'Djamena is the principal public higher education and research institution in Chad, located in the nation’s capital.
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 Niger
Triple: [Government of Niger, hasMinistry, Ministry of Education of Niger]

Generated description

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.

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

Target entity: Ministry of Education of Niger
Target entity description: 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.

A. 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.
B. Government of Niger
The Government of Niger is the central political authority of the Republic of Niger, responsible for administering the state, enforcing laws, and managing domestic and foreign policy.
C. 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.
D. Algerian Ministry of Education
The Algerian Ministry of Education is the government body responsible for designing and overseeing Algeria’s national education policies, curricula, and school system.
E. University of N'Djamena
The University of N'Djamena is the principal public higher education and research institution in Chad, located in the nation’s capital.
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_69ca836168108190bb43d3dc235c1f55`	completed	March 30, 2026, 2:06 p.m.
NER	Named-entity recognition	`batch_69cc5f7155b081908891e84b704f0ebf`	completed	March 31, 2026, 11:57 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69cf51f41eb081909124a5e74333a31d`	completed	April 3, 2026, 5:36 a.m.
NEDg	Description generation	`batch_69cf55ec47f88190878724c4245410de`	completed	April 3, 2026, 5:53 a.m.
NED2	Entity disambiguation (via description)	`batch_69cf5679f85c8190aebb19ad364fe202`	completed	April 3, 2026, 5:56 a.m.

Created at: March 30, 2026, 6:42 p.m.