Triple

T6988971

Position	Surface form	Disambiguated ID	Type / Status
Subject	STC on Education, Science and Technology	`E162036`	entity
Predicate	collaboratesWith	`P37`	FINISHED
Object	African Union Member States ministries of education African Union Member States ministries of education are the national government bodies responsible for formulating and implementing education policies and systems within each member country of the African Union.	`E633078`	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: African Union Member States ministries of education | Statement: [STC on Education, Science and Technology, collaboratesWith, African Union Member States ministries of education]

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

Target entity: African Union Member States ministries of education
Context triple: [STC on Education, Science and Technology, collaboratesWith, African Union Member States ministries of education]

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. Ministry of Education and Sports (Uganda)
The Ministry of Education and Sports (Uganda) is the national government body responsible for formulating and implementing policies for education, training, and sports development across Uganda.
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. Association of African Universities
The Association of African Universities is a continental organization that brings together higher education institutions across Africa to promote collaboration, capacity building, and the advancement of tertiary education on the continent.
E. 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.
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: African Union Member States ministries of education
Triple: [STC on Education, Science and Technology, collaboratesWith, African Union Member States ministries of education]

Generated description

African Union Member States ministries of education are the national government bodies responsible for formulating and implementing education policies and systems within each member country of the African Union.

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

Target entity: African Union Member States ministries of education
Target entity description: African Union Member States ministries of education are the national government bodies responsible for formulating and implementing education policies and systems within each member country of the African Union.

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. Ministry of Education and Sports (Uganda)
The Ministry of Education and Sports (Uganda) is the national government body responsible for formulating and implementing policies for education, training, and sports development across Uganda.
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. Association of African Universities
The Association of African Universities is a continental organization that brings together higher education institutions across Africa to promote collaboration, capacity building, and the advancement of tertiary education on the continent.
E. 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.
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_69c68856d7808190ab33ee914640281b`	completed	March 27, 2026, 1:38 p.m.
NER	Named-entity recognition	`batch_69c6dbbd926c8190a8b60527bd553fa3`	completed	March 27, 2026, 7:34 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c761d3f07081908892cdcac8e0917c`	completed	March 28, 2026, 5:06 a.m.
NEDg	Description generation	`batch_69c7637e42e4819082c8a01c359e11ce`	completed	March 28, 2026, 5:13 a.m.
NED2	Entity disambiguation (via description)	`batch_69c76412b3248190b7515cc7dcee1e8a`	completed	March 28, 2026, 5:16 a.m.

Created at: March 27, 2026, 2:32 p.m.