Triple

T7114589

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of National and World Economy	`E165786`	entity
Predicate	hasFaculty	`P141`	FINISHED
Object	Faculty of Business The Faculty of Business is an academic division of the University of National and World Economy in Bulgaria, specializing in higher education and research in business and management disciplines.	`E652002`	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 | Statement: [University of National and World Economy, hasFaculty, Faculty of Business]

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

Target entity: Faculty of Business
Context triple: [University of National and World Economy, hasFaculty, Faculty of Business]

A. Faculty of Business
The Faculty of Business is an academic division of the Universidad del Bío-Bío dedicated to education and research in business and management disciplines.
B. Faculty of Business
The Faculty of Business at St. Francis Xavier University is an academic division offering undergraduate and possibly graduate programs in areas such as accounting, finance, marketing, and management.
C. Faculty of Business
The Faculty of Business is the academic division of Universidad del Valle de Guatemala dedicated to business education, research, and professional training in fields such as management, finance, and marketing.
D. Faculty of Business
The Faculty of Business at the University of New Brunswick is an academic unit that offers undergraduate and graduate programs focused on business education, research, and professional development.
E. Faculty of Business
The Faculty of Business at the University of Alberta is a leading Canadian business school offering undergraduate, graduate, and professional programs in areas such as management, finance, and marketing, and is known for its research and industry connections.
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
Triple: [University of National and World Economy, hasFaculty, Faculty of Business]

Generated description

The Faculty of Business is an academic division of the University of National and World Economy in Bulgaria, specializing in higher education and research in business and management disciplines.

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

Target entity: Faculty of Business
Target entity description: The Faculty of Business is an academic division of the University of National and World Economy in Bulgaria, specializing in higher education and research in business and management disciplines.

A. Faculty of Business
The Faculty of Business is an academic division of the Universidad del Bío-Bío dedicated to education and research in business and management disciplines.
B. Faculty of Business
The Faculty of Business at the University of Jordan is an academic division specializing in business and management education, offering undergraduate and graduate programs in fields such as accounting, finance, marketing, and administration.
C. Faculty of Business
The Faculty of Business is the academic division of Universidad del Valle de Guatemala dedicated to business education, research, and professional training in fields such as management, finance, and marketing.
D. Faculty of Business
The Faculty of Business at the University of New Brunswick is an academic unit that offers undergraduate and graduate programs focused on business education, research, and professional development.
E. Faculty of Business
The Faculty of Business at the University of Alberta is a leading Canadian business school offering undergraduate, graduate, and professional programs in areas such as management, finance, and marketing, and is known for its research and industry connections.
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_69c6888227bc8190a1394679e3116f90`	completed	March 27, 2026, 1:39 p.m.
NER	Named-entity recognition	`batch_69c6e5f0dab8819092103aefcaa1f9c2`	completed	March 27, 2026, 8:17 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c7d3759a2c81908535af2a749375ca`	completed	March 28, 2026, 1:11 p.m.
NEDg	Description generation	`batch_69c7d44e67848190ac52eca99ef18f28`	completed	March 28, 2026, 1:14 p.m.
NED2	Entity disambiguation (via description)	`batch_69c7d4fc837c81909827352be19f64b4`	completed	March 28, 2026, 1:17 p.m.

Created at: March 27, 2026, 2:43 p.m.