Triple

T11163082

Position	Surface form	Disambiguated ID	Type / Status
Subject	Faculty of Commerce, University of Cape Town	`E264087`	entity
Predicate	hasDepartment	`P35`	FINISHED
Object	Graduate School of Business, University of Cape Town The Graduate School of Business at the University of Cape Town is a leading African business school renowned for its MBA and executive education programs and its focus on emerging market leadership and innovation.	`E911086`	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: Graduate School of Business, University of Cape Town | Statement: [Faculty of Commerce, University of Cape Town, hasDepartment, Graduate School of Business, University of Cape Town]

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

Target entity: Graduate School of Business, University of Cape Town
Context triple: [Faculty of Commerce, University of Cape Town, hasDepartment, Graduate School of Business, University of Cape Town]

A. College of Accounting, University of Cape Town
The College of Accounting at the University of Cape Town is a leading South African academic unit that provides professional accounting education, training, and research aligned with national and international accreditation standards.
B. Gordon Institute of Business Science
Gordon Institute of Business Science is a leading South African business school known for its MBA and executive education programmes.
C. UNISA Graduate School of Business Leadership
UNISA Graduate School of Business Leadership is a prominent South African business school of the University of South Africa, specializing in postgraduate and executive management education.
D. University of Cape Town
The University of Cape Town is a leading South African public research university renowned for its academic excellence, influential scholarship, and picturesque campus on the slopes of Table Mountain.
E. 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.
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: Graduate School of Business, University of Cape Town
Triple: [Faculty of Commerce, University of Cape Town, hasDepartment, Graduate School of Business, University of Cape Town]

Generated description

The Graduate School of Business at the University of Cape Town is a leading African business school renowned for its MBA and executive education programs and its focus on emerging market leadership and innovation.

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

Target entity: Graduate School of Business, University of Cape Town
Target entity description: The Graduate School of Business at the University of Cape Town is a leading African business school renowned for its MBA and executive education programs and its focus on emerging market leadership and innovation.

A. College of Accounting, University of Cape Town
The College of Accounting at the University of Cape Town is a leading South African academic unit that provides professional accounting education, training, and research aligned with national and international accreditation standards.
B. Gordon Institute of Business Science
Gordon Institute of Business Science is a leading South African business school known for its MBA and executive education programmes.
C. UNISA Graduate School of Business Leadership
UNISA Graduate School of Business Leadership is a prominent South African business school of the University of South Africa, specializing in postgraduate and executive management education.
D. University of Cape Town
The University of Cape Town is a leading South African public research university renowned for its academic excellence, influential scholarship, and picturesque campus on the slopes of Table Mountain.
E. 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.
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_69d6aa9ccddc8190868998c8b7beb060`	completed	April 8, 2026, 7:21 p.m.
NER	Named-entity recognition	`batch_69d7e8832fe88190a74d81f9ed547baa`	completed	April 9, 2026, 5:57 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69e496d1ffa48190b29b4d4b71803564`	completed	April 19, 2026, 8:48 a.m.
NEDg	Description generation	`batch_69e49d37989881909c7e75ddfff06726`	completed	April 19, 2026, 9:15 a.m.
NED2	Entity disambiguation (via description)	`batch_69e49f41a1f8819087cc15527dc7ff63`	completed	April 19, 2026, 9:24 a.m.

Created at: April 8, 2026, 9:29 p.m.