Triple

T2487134

Position	Surface form	Disambiguated ID	Type / Status
Subject	Bulawayo Polytechnic	`E55951`	entity
Predicate	governedBy	`P46`	FINISHED
Object	Ministry of Higher and Tertiary Education, Innovation, Science and Technology Development of Zimbabwe The Ministry of Higher and Tertiary Education, Innovation, Science and Technology Development of Zimbabwe is the government body responsible for formulating and overseeing national policies for universities, colleges, vocational training, and scientific and technological innovation in Zimbabwe.	`E271303`	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 Higher and Tertiary Education, Innovation, Science and Technology Development of Zimbabwe | Statement: [Bulawayo Polytechnic, governedBy, Ministry of Higher and Tertiary Education, Innovation, Science and Technology Development of Zimbabwe]

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

Target entity: Ministry of Higher and Tertiary Education, Innovation, Science and Technology Development of Zimbabwe
Context triple: [Bulawayo Polytechnic, governedBy, Ministry of Higher and Tertiary Education, Innovation, Science and Technology Development of Zimbabwe]

A. University of Zimbabwe
The University of Zimbabwe is the oldest and largest public university in Zimbabwe, recognized as the country’s premier institution of higher education and research.
B. Department of Higher Education and Training
The Department of Higher Education and Training is the South African government ministry responsible for overseeing universities, colleges, and post-school education and training policy and systems.
C. Government of Zimbabwe
The Government of Zimbabwe is the central political authority of Zimbabwe, responsible for executive decision-making, lawmaking, and administration of the state.
D. Namibia University of Science and Technology
Namibia University of Science and Technology is a leading public institution in Namibia specializing in science, engineering, technology, and applied research.
E. University of Zambia
The University of Zambia is the largest and oldest public university in Zambia, recognized as the country’s premier institution for higher education and research.
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 Higher and Tertiary Education, Innovation, Science and Technology Development of Zimbabwe
Triple: [Bulawayo Polytechnic, governedBy, Ministry of Higher and Tertiary Education, Innovation, Science and Technology Development of Zimbabwe]

Generated description

The Ministry of Higher and Tertiary Education, Innovation, Science and Technology Development of Zimbabwe is the government body responsible for formulating and overseeing national policies for universities, colleges, vocational training, and scientific and technological innovation in Zimbabwe.

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

Target entity: Ministry of Higher and Tertiary Education, Innovation, Science and Technology Development of Zimbabwe
Target entity description: The Ministry of Higher and Tertiary Education, Innovation, Science and Technology Development of Zimbabwe is the government body responsible for formulating and overseeing national policies for universities, colleges, vocational training, and scientific and technological innovation in Zimbabwe.

A. University of Zimbabwe
The University of Zimbabwe is the oldest and largest public university in Zimbabwe, recognized as the country’s premier institution of higher education and research.
B. Department of Higher Education and Training
The Department of Higher Education and Training is the South African government ministry responsible for overseeing universities, colleges, and post-school education and training policy and systems.
C. Government of Zimbabwe
The Government of Zimbabwe is the central political authority of Zimbabwe, responsible for executive decision-making, lawmaking, and administration of the state.
D. Namibia University of Science and Technology
Namibia University of Science and Technology is a leading public institution in Namibia specializing in science, engineering, technology, and applied research.
E. University of Zambia
The University of Zambia is the largest and oldest public university in Zambia, recognized as the country’s premier institution for higher education and research.
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_69ab49e670a88190b928e08302381710`	completed	March 6, 2026, 9:40 p.m.
NER	Named-entity recognition	`batch_69abd1782ca081909645164a6acf0ea0`	completed	March 7, 2026, 7:19 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69af17bca6f88190a63672fb3372f0be`	completed	March 9, 2026, 6:55 p.m.
NEDg	Description generation	`batch_69af1b7224488190bf896b2c77c3ba0a`	completed	March 9, 2026, 7:11 p.m.
NED2	Entity disambiguation (via description)	`batch_69af1c7b0f088190870b2ed18756b0d5`	completed	March 9, 2026, 7:16 p.m.

Created at: March 6, 2026, 9:45 p.m.