Triple

T22524483

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of Antananarivo	`E556863`	entity
Predicate	hasRole	`P161`	FINISHED
Object	national center for higher education The national center for higher education is Madagascar’s principal institution responsible for coordinating and overseeing the country’s university-level education and academic development.	`E1541097`	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: national center for higher education | Statement: [University of Antananarivo, hasRole, national center for higher education]

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

Target entity: national center for higher education
Context triple: [University of Antananarivo, hasRole, national center for higher education]

A. national center for higher education
The national center for higher education is a principal institution in Gabon responsible for providing advanced academic programs, research, and training at the university level.
B. national center for academic excellence
The National Center for Academic Excellence is a premier designation recognizing an institution’s outstanding performance and leadership in higher education, research, and scholarly achievement.
C. Higher Education Authority
The Higher Education Authority is the statutory planning and policy development body for higher education and research in Ireland, overseeing funding, governance, and strategic direction of the sector.
D. Higher Education Policy Bureau
The Higher Education Policy Bureau is a division of South Korea’s Ministry of Education responsible for planning and overseeing national policies related to universities and other higher education institutions.
E. Department of Higher Education
The Department of Higher Education is the Indian government body responsible for overseeing universities, colleges, and the overall higher education system 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: national center for higher education
Triple: [University of Antananarivo, hasRole, national center for higher education]

Generated description

The national center for higher education is Madagascar’s principal institution responsible for coordinating and overseeing the country’s university-level education and academic development.

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

Target entity: national center for higher education
Target entity description: The national center for higher education is Madagascar’s principal institution responsible for coordinating and overseeing the country’s university-level education and academic development.

A. national center for higher education
The national center for higher education is a principal institution in Gabon responsible for providing advanced academic programs, research, and training at the university level.
B. national center for academic excellence
The National Center for Academic Excellence is a premier designation recognizing an institution’s outstanding performance and leadership in higher education, research, and scholarly achievement.
C. Higher Education Authority
The Higher Education Authority is the statutory planning and policy development body for higher education and research in Ireland, overseeing funding, governance, and strategic direction of the sector.
D. Higher Education Policy Bureau
The Higher Education Policy Bureau is a division of South Korea’s Ministry of Education responsible for planning and overseeing national policies related to universities and other higher education institutions.
E. Department of Higher Education
The Department of Higher Education is the Indian government body responsible for overseeing universities, colleges, and the overall higher education system 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_69e11e5657e881909f16ca58352c50da`	completed	April 16, 2026, 5:37 p.m.
NER	Named-entity recognition	`batch_69f15e34590c81909e4ed1c95f13a199`	completed	April 29, 2026, 1:26 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0b17f6622081909c195f490358715d`	completed	May 18, 2026, 1:45 p.m.
NEDg	Description generation	`batch_6a0b1a1f6af481909c403bc5a662bc1d`	completed	May 18, 2026, 1:54 p.m.
NED2	Entity disambiguation (via description)	`batch_6a0b1a73d5248190b4c96165770824e0`	completed	May 18, 2026, 1:56 p.m.

Created at: April 16, 2026, 8:51 p.m.