Triple

T6684051

Position	Surface form	Disambiguated ID	Type / Status
Subject	Lupane	`E152055`	entity
Predicate	hasInstitution	`P186`	FINISHED
Object	Lupane State University Lupane State University is a public higher education institution in Zimbabwe known for offering degree programs in areas such as agriculture, commerce, and social sciences, primarily serving the Matabeleland region.	`E612103`	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: Lupane State University | Statement: [Lupane, hasInstitution, Lupane State University]

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

Target entity: Lupane State University
Context triple: [Lupane, hasInstitution, Lupane State University]

A. University of Lusaka
The University of Lusaka is a private higher education institution in Zambia’s capital that offers a range of undergraduate and postgraduate programs across fields such as business, law, health sciences, and social sciences.
B. University of Venda
The University of Venda is a South African public university located in Thohoyandou, Limpopo, known for serving rural communities and offering a wide range of undergraduate and postgraduate programs.
C. Sol Plaatje University
Sol Plaatje University is a public university in Kimberley, South Africa, named after the writer and activist Sol Plaatje and known for its focus on heritage, education, and rural development.
D. 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.
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: Lupane State University
Triple: [Lupane, hasInstitution, Lupane State University]

Generated description

Lupane State University is a public higher education institution in Zimbabwe known for offering degree programs in areas such as agriculture, commerce, and social sciences, primarily serving the Matabeleland region.

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

Target entity: Lupane State University
Target entity description: Lupane State University is a public higher education institution in Zimbabwe known for offering degree programs in areas such as agriculture, commerce, and social sciences, primarily serving the Matabeleland region.

A. University of Lusaka
The University of Lusaka is a private higher education institution in Zambia’s capital that offers a range of undergraduate and postgraduate programs across fields such as business, law, health sciences, and social sciences.
B. University of Venda
The University of Venda is a South African public university located in Thohoyandou, Limpopo, known for serving rural communities and offering a wide range of undergraduate and postgraduate programs.
C. Sol Plaatje University
Sol Plaatje University is a public university in Kimberley, South Africa, named after the writer and activist Sol Plaatje and known for its focus on heritage, education, and rural development.
D. 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.
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

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_69c687f9977c819097e7f5ada4fe522e`	completed	March 27, 2026, 1:36 p.m.
NER	Named-entity recognition	`batch_69c6b122df14819082068af37611b691`	completed	March 27, 2026, 4:32 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c6f7ae8f388190a3c78c89b7293804`	completed	March 27, 2026, 9:33 p.m.
NEDg	Description generation	`batch_69c6f9f7b4b08190b5c4dab67758af67`	completed	March 27, 2026, 9:43 p.m.
NED2	Entity disambiguation (via description)	`batch_69c6fac7c0e881909b4c2058beebda9f`	completed	March 27, 2026, 9:46 p.m.

Created at: March 27, 2026, 2:04 p.m.