Triple

T1671814

Position	Surface form	Disambiguated ID	Type / Status
Subject	Tshwane University of Technology	`E36141`	entity
Predicate	governedBy	`P46`	FINISHED
Object	Council of Tshwane University of Technology The Council of Tshwane University of Technology is the institution’s highest governing body, responsible for strategic oversight, policy direction, and ensuring good governance and accountability.	`E36141`	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: Council of Tshwane University of Technology | Statement: [Tshwane University of Technology, governedBy, Council of Tshwane University of Technology]

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

Target entity: Council of Tshwane University of Technology
Context triple: [Tshwane University of Technology, governedBy, Council of Tshwane University of Technology]

A. Tshwane University of Technology
Tshwane University of Technology is a large public university of technology in South Africa known for its career-focused programs and strong emphasis on applied research and vocational training.
B. Cape Peninsula University of Technology
Cape Peninsula University of Technology is a public university of technology in South Africa known for its career-focused, applied science and engineering programs.
C. Durban University of Technology
Durban University of Technology is a public university of technology in South Africa known for its career-focused programs in engineering, applied sciences, and the arts.
D. University of Johannesburg
The University of Johannesburg is a major South African public university known for its diverse academic programs and strong research output, located in the city of Johannesburg.
E. University of KwaZulu-Natal
The University of KwaZulu-Natal is a major South African public research university formed through a merger in 2004, known for its diverse campuses, strong science and health programs, and focus on African scholarship.
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: Council of Tshwane University of Technology
Triple: [Tshwane University of Technology, governedBy, Council of Tshwane University of Technology]

Generated description

The Council of Tshwane University of Technology is the institution’s highest governing body, responsible for strategic oversight, policy direction, and ensuring good governance and accountability.

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

Target entity: Council of Tshwane University of Technology
Target entity description: The Council of Tshwane University of Technology is the institution’s highest governing body, responsible for strategic oversight, policy direction, and ensuring good governance and accountability.

A. Tshwane University of Technology chosen
Tshwane University of Technology is a large public university of technology in South Africa known for its career-focused programs and strong emphasis on applied research and vocational training.
B. Cape Peninsula University of Technology
Cape Peninsula University of Technology is a public university of technology in South Africa known for its career-focused, applied science and engineering programs.
C. Durban University of Technology
Durban University of Technology is a public university of technology in South Africa known for its career-focused programs in engineering, applied sciences, and the arts.
D. University of Johannesburg
The University of Johannesburg is a major South African public university known for its diverse academic programs and strong research output, located in the city of Johannesburg.
E. University of KwaZulu-Natal
The University of KwaZulu-Natal is a major South African public research university formed through a merger in 2004, known for its diverse campuses, strong science and health programs, and focus on African scholarship.
F. None of above.

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_69a8861286808190939afff3ce8ee31e`	completed	March 4, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69aa62439e48819084e46b2719cdac58`	completed	March 6, 2026, 5:12 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ad71b0cde08190a210cf387459e9ad`	completed	March 8, 2026, 12:55 p.m.
NEDg	Description generation	`batch_69ad73e42340819092ef5ee85e3f7b7f`	completed	March 8, 2026, 1:04 p.m.
NED2	Entity disambiguation (via description)	`batch_69ad7464fe9c8190a98d8e98129c61c0`	completed	March 8, 2026, 1:06 p.m.

Created at: March 4, 2026, 7:29 p.m.