Triple

T9918840

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ghana Institute of Management and Public Administration	`E185937`	entity
Predicate	governedBy	`P46`	FINISHED
Object	Ghana Ministry of Education The Ghana Ministry of Education is the government body responsible for formulating and overseeing national education policies, institutions, and programs across Ghana.	`E829514`	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: Ghana Ministry of Education | Statement: [Ghana Institute of Management and Public Administration, governedBy, Ghana Ministry of Education]

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

Target entity: Ghana Ministry of Education
Context triple: [Ghana Institute of Management and Public Administration, governedBy, Ghana Ministry of Education]

A. Ghana Tertiary Education Commission
The Ghana Tertiary Education Commission is the national regulatory body responsible for overseeing, coordinating, and ensuring quality standards across universities and other tertiary institutions in Ghana.
B. Government of Ghana
The Government of Ghana is the central governing authority of the Republic of Ghana, responsible for national administration, policymaking, and management of public resources and institutions.
C. Ghana Institute of Management and Public Administration
The Ghana Institute of Management and Public Administration is a leading public tertiary institution in Ghana specializing in management, business, leadership, and public administration education and training.
D. 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.
E. Office of the President of Ghana
The Office of the President of Ghana is the executive institution that supports and represents the President in governing the country and overseeing national administration.
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: Ghana Ministry of Education
Triple: [Ghana Institute of Management and Public Administration, governedBy, Ghana Ministry of Education]

Generated description

The Ghana Ministry of Education is the government body responsible for formulating and overseeing national education policies, institutions, and programs across Ghana.

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

Target entity: Ghana Ministry of Education
Target entity description: The Ghana Ministry of Education is the government body responsible for formulating and overseeing national education policies, institutions, and programs across Ghana.

A. Ghana Tertiary Education Commission
The Ghana Tertiary Education Commission is the national regulatory body responsible for overseeing, coordinating, and ensuring quality standards across universities and other tertiary institutions in Ghana.
B. Government of Ghana
The Government of Ghana is the central governing authority of the Republic of Ghana, responsible for national administration, policymaking, and management of public resources and institutions.
C. Ghana Institute of Management and Public Administration
The Ghana Institute of Management and Public Administration is a leading public tertiary institution in Ghana specializing in management, business, leadership, and public administration education and training.
D. 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.
E. Office of the President of Ghana
The Office of the President of Ghana is the executive institution that supports and represents the President in governing the country and overseeing national administration.
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_69ca829b45f481909040f7b99a1976ed`	completed	March 30, 2026, 2:03 p.m.
NER	Named-entity recognition	`batch_69cdb5685a908190ab3e55b9bf9613f6`	completed	April 2, 2026, 12:16 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d20dec42848190ab9f8663155df83f`	completed	April 5, 2026, 7:23 a.m.
NEDg	Description generation	`batch_69d20ef343a4819093b915a66c63fbaa`	completed	April 5, 2026, 7:27 a.m.
NED2	Entity disambiguation (via description)	`batch_69d212d0ed108190bbde23439734618a`	completed	April 5, 2026, 7:44 a.m.

Created at: March 30, 2026, 8:42 p.m.