Triple

T12706625

Position	Surface form	Disambiguated ID	Type / Status
Subject	Faculty of Business Administration (Hamburg Business School)	`E303604`	entity
Predicate	affiliation	`P10`	FINISHED
Object	public university system of Hamburg The public university system of Hamburg is the network of state-funded higher education institutions in the German city-state of Hamburg, encompassing its major universities and specialized schools.	`E997860`	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: public university system of Hamburg | Statement: [Faculty of Business Administration (Hamburg Business School), affiliation, public university system of Hamburg]

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

Target entity: public university system of Hamburg
Context triple: [Faculty of Business Administration (Hamburg Business School), affiliation, public university system of Hamburg]

A. 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.
B. University of Hamburg
The University of Hamburg is a major public research university in Hamburg, Germany, known for its wide range of academic disciplines and significant contributions to science and scholarship.
C. HafenCity University Hamburg
HafenCity University Hamburg is a specialized public university in Hamburg, Germany, focused on architecture, urban planning, civil engineering, and metropolitan development.
D. University of Hildesheim
The University of Hildesheim is a German public university known for its strong programs in education, cultural studies, and information sciences.
E. Lübeck University of Applied Sciences
Lübeck University of Applied Sciences is a practice-oriented German higher education institution in Lübeck offering applied science and engineering programs closely linked to regional industry.
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: public university system of Hamburg
Triple: [Faculty of Business Administration (Hamburg Business School), affiliation, public university system of Hamburg]

Generated description

The public university system of Hamburg is the network of state-funded higher education institutions in the German city-state of Hamburg, encompassing its major universities and specialized schools.

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

Target entity: public university system of Hamburg
Target entity description: The public university system of Hamburg is the network of state-funded higher education institutions in the German city-state of Hamburg, encompassing its major universities and specialized schools.

A. 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.
B. University of Hamburg
The University of Hamburg is a major public research university in Hamburg, Germany, known for its wide range of academic disciplines and significant contributions to science and scholarship.
C. HafenCity University Hamburg
HafenCity University Hamburg is a specialized public university in Hamburg, Germany, focused on architecture, urban planning, civil engineering, and metropolitan development.
D. University of Hildesheim
The University of Hildesheim is a German public university known for its strong programs in education, cultural studies, and information sciences.
E. Lübeck University of Applied Sciences
Lübeck University of Applied Sciences is a practice-oriented German higher education institution in Lübeck offering applied science and engineering programs closely linked to regional industry.
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_69f6732ea7408190a95f0a5f983dfdb7`	completed	May 2, 2026, 9:57 p.m.

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