Triple

T14812247

Position	Surface form	Disambiguated ID	Type / Status
Subject	Mülheim an der Ruhr	`E348208`	entity
Predicate	hasHigherEducationInstitution	`P113`	FINISHED
Object	Ruhr West University of Applied Sciences Ruhr West University of Applied Sciences is a German public university of applied sciences offering practice-oriented degree programs in engineering, business, and related fields.	`E1120413`	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: Ruhr West University of Applied Sciences | Statement: [Mülheim an der Ruhr, hasHigherEducationInstitution, Ruhr West University of Applied Sciences]

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

Target entity: Ruhr West University of Applied Sciences
Context triple: [Mülheim an der Ruhr, hasHigherEducationInstitution, Ruhr West University of Applied Sciences]

A. Beuth University of Applied Sciences
Beuth University of Applied Sciences is a Berlin-based university of applied sciences specializing in practice-oriented engineering, technology, and applied science programs.
B. Niederrhein University of Applied Sciences
Niederrhein University of Applied Sciences is a German university of applied sciences known for its practice-oriented programs in fields such as engineering, design, business, and social sciences.
C. Cologne University of Applied Sciences
Cologne University of Applied Sciences is a major German university of applied sciences known for its practice-oriented programs in engineering, business, social sciences, and design.
D. Bochum University of Applied Sciences
Bochum University of Applied Sciences is a German higher education institution specializing in practice-oriented programs in engineering, business, and social sciences.
E. University of Applied Sciences and Arts Dortmund
The University of Applied Sciences and Arts Dortmund is a German higher education institution offering practice-oriented programs in engineering, design, business, and social sciences.
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: Ruhr West University of Applied Sciences
Triple: [Mülheim an der Ruhr, hasHigherEducationInstitution, Ruhr West University of Applied Sciences]

Generated description

Ruhr West University of Applied Sciences is a German public university of applied sciences offering practice-oriented degree programs in engineering, business, and related fields.

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

Target entity: Ruhr West University of Applied Sciences
Target entity description: Ruhr West University of Applied Sciences is a German public university of applied sciences offering practice-oriented degree programs in engineering, business, and related fields.

A. Beuth University of Applied Sciences
Beuth University of Applied Sciences is a Berlin-based university of applied sciences specializing in practice-oriented engineering, technology, and applied science programs.
B. Niederrhein University of Applied Sciences
Niederrhein University of Applied Sciences is a German university of applied sciences known for its practice-oriented programs in fields such as engineering, design, business, and social sciences.
C. Cologne University of Applied Sciences
Cologne University of Applied Sciences is a major German university of applied sciences known for its practice-oriented programs in engineering, business, social sciences, and design.
D. Bochum University of Applied Sciences
Bochum University of Applied Sciences is a German higher education institution specializing in practice-oriented programs in engineering, business, and social sciences.
E. University of Applied Sciences and Arts Dortmund
The University of Applied Sciences and Arts Dortmund is a German higher education institution offering practice-oriented programs in engineering, design, business, and social sciences.
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_69d822eb8f588190bf53445e730a934f`	completed	April 9, 2026, 10:06 p.m.
NER	Named-entity recognition	`batch_69decf374f288190aa918b1b6b507420`	completed	April 14, 2026, 11:35 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fe24cca0b88190b20a6c7dd77b8146`	completed	May 8, 2026, 6 p.m.
NEDg	Description generation	`batch_69fe291c69fc8190b29d6d2ca89ce6ec`	completed	May 8, 2026, 6:19 p.m.
NED2	Entity disambiguation (via description)	`batch_69fe29a093d0819092ae65dc66a3c190`	completed	May 8, 2026, 6:21 p.m.

Created at: April 10, 2026, 1:47 a.m.