Triple

T2353977

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of Zimbabwe	`E47511`	entity
Predicate	hasFaculty	`P141`	FINISHED
Object	Faculty of Business Management Sciences and Economics The Faculty of Business Management Sciences and Economics is an academic division of the University of Zimbabwe that offers programs and conducts research in business, management, and economic disciplines.	`E257673`	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: Faculty of Business Management Sciences and Economics | Statement: [University of Zimbabwe, hasFaculty, Faculty of Business Management Sciences and Economics]

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

Target entity: Faculty of Business Management Sciences and Economics
Context triple: [University of Zimbabwe, hasFaculty, Faculty of Business Management Sciences and Economics]

A. Faculty of Business and Management Sciences
The Faculty of Business and Management Sciences at the University of Nairobi is an academic division specializing in business, economics, and management education and research.
B. Faculty of Business Management and Economics
The Faculty of Business Management and Economics is an academic division of the University of Würzburg specializing in education and research in business administration, economics, and related fields.
C. Faculty of Economics and Management Science
The Faculty of Economics and Management Science is an academic division of the University of Leipzig specializing in teaching and research in economics, business administration, and related social sciences.
D. Faculty of Economic and Management Sciences
The Faculty of Economic and Management Sciences is the University of Pretoria’s academic division dedicated to teaching and research in fields such as economics, business, accounting, and public management.
E. Faculty of Commerce and Management Science
The Faculty of Commerce and Management Science is an academic division of Dibrugarh University that offers education and research programs in business, commerce, and management disciplines.
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: Faculty of Business Management Sciences and Economics
Triple: [University of Zimbabwe, hasFaculty, Faculty of Business Management Sciences and Economics]

Generated description

The Faculty of Business Management Sciences and Economics is an academic division of the University of Zimbabwe that offers programs and conducts research in business, management, and economic disciplines.

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

Target entity: Faculty of Business Management Sciences and Economics
Target entity description: The Faculty of Business Management Sciences and Economics is an academic division of the University of Zimbabwe that offers programs and conducts research in business, management, and economic disciplines.

A. Faculty of Business and Management Sciences
The Faculty of Business and Management Sciences at the University of Nairobi is an academic division specializing in business, economics, and management education and research.
B. Faculty of Business Management and Economics
The Faculty of Business Management and Economics is an academic division of the University of Würzburg specializing in education and research in business administration, economics, and related fields.
C. Faculty of Economics and Management Science
The Faculty of Economics and Management Science is an academic division of the University of Leipzig specializing in teaching and research in economics, business administration, and related social sciences.
D. Faculty of Economic and Management Sciences
The Faculty of Economic and Management Sciences is the University of Pretoria’s academic division dedicated to teaching and research in fields such as economics, business, accounting, and public management.
E. Faculty of Commerce and Management Science
The Faculty of Commerce and Management Science is an academic division of Dibrugarh University that offers education and research programs in business, commerce, and management disciplines.
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_69a88a1b678c8190bce986922ba60ce0`	completed	March 4, 2026, 7:38 p.m.
NER	Named-entity recognition	`batch_69abc6fbb1fc8190b97f4e4ed386abc3`	completed	March 7, 2026, 6:34 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ae9633ce3c81908581e7e0f8211ac1`	completed	March 9, 2026, 9:43 a.m.
NEDg	Description generation	`batch_69ae971aa3bc8190b0b8b216106dca90`	completed	March 9, 2026, 9:47 a.m.
NED2	Entity disambiguation (via description)	`batch_69ae9795cf048190bc7a01ef86c12138`	completed	March 9, 2026, 9:49 a.m.

Created at: March 4, 2026, 7:54 p.m.