Triple

T8586259

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ministry of Education and Sports (Uganda)	`E203312`	entity
Predicate	worksWith	`P398`	FINISHED
Object	Education Service Commission (Uganda) The Education Service Commission (Uganda) is a government body responsible for recruiting, managing, and regulating personnel in Uganda’s education sector.	`E745107`	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: Education Service Commission (Uganda) | Statement: [Ministry of Education and Sports (Uganda), worksWith, Education Service Commission (Uganda)]

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

Target entity: Education Service Commission (Uganda)
Context triple: [Ministry of Education and Sports (Uganda), worksWith, Education Service Commission (Uganda)]

A. 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.
B. National Council for Higher Education (Uganda)
The National Council for Higher Education (Uganda) is the government regulatory body responsible for overseeing, accrediting, and ensuring quality standards in universities and other higher education institutions across Uganda.
C. Commission for University Education, Kenya
The Commission for University Education, Kenya is the government regulatory body responsible for overseeing quality assurance, standards, and accreditation of universities and higher education institutions in Kenya.
D. Electoral Commission of Uganda
The Electoral Commission of Uganda is the national independent body responsible for organizing, managing, and supervising elections and referenda in Uganda.
E. Ministry of Information and Communications Technology (Uganda)
The Ministry of Information and Communications Technology (Uganda) is the national government body responsible for formulating and overseeing policies, regulations, and development initiatives in the information, communications, and technology sectors in Uganda.
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: Education Service Commission (Uganda)
Triple: [Ministry of Education and Sports (Uganda), worksWith, Education Service Commission (Uganda)]

Generated description

The Education Service Commission (Uganda) is a government body responsible for recruiting, managing, and regulating personnel in Uganda’s education sector.

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

Target entity: Education Service Commission (Uganda)
Target entity description: The Education Service Commission (Uganda) is a government body responsible for recruiting, managing, and regulating personnel in Uganda’s education sector.

A. 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.
B. National Council for Higher Education (Uganda)
The National Council for Higher Education (Uganda) is the government regulatory body responsible for overseeing, accrediting, and ensuring quality standards in universities and other higher education institutions across Uganda.
C. Commission for University Education, Kenya
The Commission for University Education, Kenya is the government regulatory body responsible for overseeing quality assurance, standards, and accreditation of universities and higher education institutions in Kenya.
D. Electoral Commission of Uganda
The Electoral Commission of Uganda is the national independent body responsible for organizing, managing, and supervising elections and referenda in Uganda.
E. Ministry of Information and Communications Technology (Uganda)
The Ministry of Information and Communications Technology (Uganda) is the national government body responsible for formulating and overseeing policies, regulations, and development initiatives in the information, communications, and technology sectors in Uganda.
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_69ca8329bb7c8190a63c643730839103`	completed	March 30, 2026, 2:05 p.m.
NER	Named-entity recognition	`batch_69cc457be9b88190bd9a2fc32350c31e`	completed	March 31, 2026, 10:06 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69cea89e4658819090cc6e94e934670b`	completed	April 2, 2026, 5:34 p.m.
NEDg	Description generation	`batch_69cea9cff1ec8190a0093fb42782341e`	completed	April 2, 2026, 5:39 p.m.
NED2	Entity disambiguation (via description)	`batch_69ceaa9f7f8c8190965e86880ff141d5`	completed	April 2, 2026, 5:42 p.m.

Created at: March 30, 2026, 6:22 p.m.