Triple

T12706600

Position	Surface form	Disambiguated ID	Type / Status
Subject	Faculty of Business Administration (Hamburg Business School)	`E303604`	entity
Predicate	alternativeName	`P39`	FINISHED
Object	Hamburg Business School Hamburg Business School is the business administration faculty of the University of Hamburg, offering academic programs and research in management and related fields.	`E997341`	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: Hamburg Business School | Statement: [Faculty of Business Administration (Hamburg Business School), alternativeName, Hamburg Business School]

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

Target entity: Hamburg Business School
Context triple: [Faculty of Business Administration (Hamburg Business School), alternativeName, Hamburg Business School]

A. Ingolstadt School of Management
Ingolstadt School of Management is a business and management faculty of the Catholic University of Eichstätt-Ingolstadt known for its programs in economics, business administration, and related fields.
B. WHU – Otto Beisheim School of Management
WHU – Otto Beisheim School of Management is a leading German business school renowned for its rigorous management programs, strong international orientation, and close ties to global corporate partners.
C. University of Applied Sciences in Hamburg
The University of Applied Sciences in Hamburg is a German higher education institution focused on practice-oriented programs in fields such as engineering, business, and design.
D. Hanze University of Applied Sciences
Hanze University of Applied Sciences is a major Dutch university of applied sciences based in Groningen, offering professionally oriented higher education and research programs.
E. Bremen University of Applied Sciences
Bremen University of Applied Sciences is a practice-oriented German higher education institution in Bremen, known for its strong focus on engineering, natural sciences, and international study programs.
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: Hamburg Business School
Triple: [Faculty of Business Administration (Hamburg Business School), alternativeName, Hamburg Business School]

Generated description

Hamburg Business School is the business administration faculty of the University of Hamburg, offering academic programs and research in management and related fields.

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

Target entity: Hamburg Business School
Target entity description: Hamburg Business School is the business administration faculty of the University of Hamburg, offering academic programs and research in management and related fields.

A. Ingolstadt School of Management
Ingolstadt School of Management is a business and management faculty of the Catholic University of Eichstätt-Ingolstadt known for its programs in economics, business administration, and related fields.
B. WHU – Otto Beisheim School of Management
WHU – Otto Beisheim School of Management is a leading German business school renowned for its rigorous management programs, strong international orientation, and close ties to global corporate partners.
C. University of Applied Sciences in Hamburg
The University of Applied Sciences in Hamburg is a German higher education institution focused on practice-oriented programs in fields such as engineering, business, and design.
D. Hanze University of Applied Sciences
Hanze University of Applied Sciences is a major Dutch university of applied sciences based in Groningen, offering professionally oriented higher education and research programs.
E. Bremen University of Applied Sciences
Bremen University of Applied Sciences is a practice-oriented German higher education institution in Bremen, known for its strong focus on engineering, natural sciences, and international study programs.
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_69d7bdef90d48190b46b88270e780946`	completed	April 9, 2026, 2:55 p.m.
NER	Named-entity recognition	`batch_69d9620663e881908d367170ed6d2c81`	completed	April 10, 2026, 8:48 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f671b4832c8190abc17f5f33b3552a`	completed	May 2, 2026, 9:50 p.m.
NEDg	Description generation	`batch_69f67286f1b8819081db3da2f5c16daf`	completed	May 2, 2026, 9:54 p.m.
NED2	Entity disambiguation (via description)	`batch_69f67323a724819092425cdb3a070b96`	completed	May 2, 2026, 9:56 p.m.

Created at: April 9, 2026, 5:23 p.m.