Triple

T14841838

Position	Surface form	Disambiguated ID	Type / Status
Subject	Usmanu Danfodiyo University	`E348982`	entity
Predicate	hasFaculty	`P141`	FINISHED
Object	Faculty of Management Sciences The Faculty of Management Sciences is an academic division of Usmanu Danfodiyo University that offers teaching and research programs in business, finance, administration, and related management fields.	`E1121971`	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 Management Sciences | Statement: [Usmanu Danfodiyo University, hasFaculty, Faculty of Management Sciences]

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

Target entity: Faculty of Management Sciences
Context triple: [Usmanu Danfodiyo University, hasFaculty, Faculty of Management Sciences]

A. Faculty of Management Sciences
The Faculty of Management Sciences at Rivers State University is an academic division focused on teaching and research in business, management, and related social and economic disciplines.
B. Faculty of Management Sciences
The Faculty of Management Sciences is an academic division of the Central University of Technology that offers education and research programs in business, management, and related applied disciplines.
C. Faculty of Management Sciences
The Faculty of Management Sciences is an academic division of the University of Balochistan that offers education and research programs in business, management, and related disciplines.
D. Faculty of Management Sciences
The Faculty of Management Sciences is an academic division of Lagos State University that offers undergraduate and postgraduate programs in business, finance, and related management disciplines.
E. Faculty of Management Sciences
The Faculty of Management Sciences is an academic division of Kogi State University that offers programs and research in business, finance, administration, and related management fields.
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 Management Sciences
Triple: [Usmanu Danfodiyo University, hasFaculty, Faculty of Management Sciences]

Generated description

The Faculty of Management Sciences is an academic division of Usmanu Danfodiyo University that offers teaching and research programs in business, finance, administration, and related management fields.

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

Target entity: Faculty of Management Sciences
Target entity description: The Faculty of Management Sciences is an academic division of Usmanu Danfodiyo University that offers teaching and research programs in business, finance, administration, and related management fields.

A. Faculty of Management Sciences
The Faculty of Management Sciences is an academic division of the University of Maiduguri that offers teaching and research programs in business, finance, administration, and related management fields.
B. Faculty of Management Sciences
The Faculty of Management Sciences is an academic division of Enugu State University of Science and Technology that offers teaching and research programs in business, finance, administration, and related management fields.
C. Faculty of Management Sciences
The Faculty of Management Sciences is an academic division of the University of Benin that offers teaching and research programs in business, finance, administration, and related management disciplines.
D. Faculty of Management Sciences
The Faculty of Management Sciences is an academic division of the University of Ilorin that offers teaching and research programs in business, finance, administration, and related management fields.
E. Faculty of Management Sciences
The Faculty of Management Sciences is an academic division of Bayero University Kano that offers teaching and research programs in business, finance, and related 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_69d822ec69008190a9232caa68836872`	completed	April 9, 2026, 10:06 p.m.
NER	Named-entity recognition	`batch_69ded28fa49c81908d1059e6cafd607f`	completed	April 14, 2026, 11:49 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fe38a9eb9481908ca509f484007cf6`	completed	May 8, 2026, 7:25 p.m.
NEDg	Description generation	`batch_69fe3d0eca948190b107bc593b6e5b72`	completed	May 8, 2026, 7:44 p.m.
NED2	Entity disambiguation (via description)	`batch_69fe3d94785881908911a7c6f1546d45`	completed	May 8, 2026, 7:46 p.m.

Created at: April 10, 2026, 1:53 a.m.