Triple

T11476935

Position	Surface form	Disambiguated ID	Type / Status
Subject	Mmabatho	`E272045`	entity
Predicate	hasEducationalInstitution	`P113`	FINISHED
Object	North-West University (Mahikeng Campus) North-West University (Mahikeng Campus) is a major public university campus in Mahikeng, South Africa, known for offering a wide range of academic programs and serving as an important educational hub in the North West province.	`E927601`	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: North-West University (Mahikeng Campus) | Statement: [Mmabatho, hasEducationalInstitution, North-West University (Mahikeng Campus)]

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

Target entity: North-West University (Mahikeng Campus)
Context triple: [Mmabatho, hasEducationalInstitution, North-West University (Mahikeng Campus)]

A. North-West University Vaal Triangle Campus
North-West University Vaal Triangle Campus is a regional campus of North-West University in South Africa, known for its focus on economic and management sciences, education, and social sciences.
B. NWU
NWU is the commonly used abbreviation for Northwest University, a comprehensive public research university located in Xi'an, Shaanxi Province, China.
C. University of Durban-Westville
The University of Durban-Westville was a South African higher education institution in Durban known for serving predominantly Indian students during apartheid and later merging into the University of KwaZulu-Natal.
D. Kwaluseni Campus
Kwaluseni Campus is the main and largest campus of the University of Swaziland, serving as its primary academic and administrative center.
E. Walter Sisulu University
Walter Sisulu University is a South African public university named after anti-apartheid activist Walter Sisulu, serving the Eastern Cape region through multiple campuses and a focus on community-oriented education.
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: North-West University (Mahikeng Campus)
Triple: [Mmabatho, hasEducationalInstitution, North-West University (Mahikeng Campus)]

Generated description

North-West University (Mahikeng Campus) is a major public university campus in Mahikeng, South Africa, known for offering a wide range of academic programs and serving as an important educational hub in the North West province.

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

Target entity: North-West University (Mahikeng Campus)
Target entity description: North-West University (Mahikeng Campus) is a major public university campus in Mahikeng, South Africa, known for offering a wide range of academic programs and serving as an important educational hub in the North West province.

A. North-West University Vaal Triangle Campus
North-West University Vaal Triangle Campus is a regional campus of North-West University in South Africa, known for its focus on economic and management sciences, education, and social sciences.
B. NWU
NWU is the commonly used abbreviation for Northwest University, a comprehensive public research university located in Xi'an, Shaanxi Province, China.
C. University of Durban-Westville
The University of Durban-Westville was a South African higher education institution in Durban known for serving predominantly Indian students during apartheid and later merging into the University of KwaZulu-Natal.
D. Kwaluseni Campus
Kwaluseni Campus is the main and largest campus of the University of Swaziland, serving as its primary academic and administrative center.
E. Walter Sisulu University
Walter Sisulu University is a South African public university named after anti-apartheid activist Walter Sisulu, serving the Eastern Cape region through multiple campuses and a focus on community-oriented education.
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_69d6aae0c8d881908a5a360c0be3242e`	completed	April 8, 2026, 7:22 p.m.
NER	Named-entity recognition	`batch_69d8294e0fe08190b018e840146e27ca`	completed	April 9, 2026, 10:33 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69e5e965eebc8190822247b1abc13483`	completed	April 20, 2026, 8:52 a.m.
NEDg	Description generation	`batch_69e5f15b37c8819083d9275ceb7b3806`	completed	April 20, 2026, 9:26 a.m.
NED2	Entity disambiguation (via description)	`batch_69e5f89dd4bc8190b0cccab8414a03aa`	completed	April 20, 2026, 9:57 a.m.

Created at: April 8, 2026, 9:36 p.m.