Triple

T18459654

Position	Surface form	Disambiguated ID	Type / Status
Subject	RheinAhrCampus Remagen	`E450997`	entity
Predicate	partOf	`P40`	FINISHED
Object	Koblenz University of Applied Sciences Koblenz University of Applied Sciences is a German public university of applied sciences offering practice-oriented degree programs across multiple campuses in the Rhineland-Palatinate region.	`E1326144`	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: Koblenz University of Applied Sciences | Statement: [RheinAhrCampus Remagen, partOf, Koblenz University of Applied Sciences]

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

Target entity: Koblenz University of Applied Sciences
Context triple: [RheinAhrCampus Remagen, partOf, Koblenz University of Applied Sciences]

A. 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.
B. University of Koblenz
The University of Koblenz is a German public university known for its focus on computer science, education, cultural studies, and environmental sciences, located in the city of Koblenz in Rhineland-Palatinate.
C. Frankfurt University of Applied Sciences
Frankfurt University of Applied Sciences is a practice-oriented public university in Frankfurt am Main, Germany, offering a wide range of applied science and professional degree programs.
D. Mannheim University of Applied Sciences
Mannheim University of Applied Sciences is a German institution of higher education known for its practice-oriented programs in engineering, business, social sciences, and design.
E. 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.
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: Koblenz University of Applied Sciences
Triple: [RheinAhrCampus Remagen, partOf, Koblenz University of Applied Sciences]

Generated description

Koblenz University of Applied Sciences is a German public university of applied sciences offering practice-oriented degree programs across multiple campuses in the Rhineland-Palatinate region.

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

Target entity: Koblenz University of Applied Sciences
Target entity description: Koblenz University of Applied Sciences is a German public university of applied sciences offering practice-oriented degree programs across multiple campuses in the Rhineland-Palatinate region.

A. 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.
B. University of Koblenz
The University of Koblenz is a German public university known for its focus on computer science, education, cultural studies, and environmental sciences, located in the city of Koblenz in Rhineland-Palatinate.
C. Frankfurt University of Applied Sciences
Frankfurt University of Applied Sciences is a practice-oriented public university in Frankfurt am Main, Germany, offering a wide range of applied science and professional degree programs.
D. Mannheim University of Applied Sciences
Mannheim University of Applied Sciences is a German institution of higher education known for its practice-oriented programs in engineering, business, social sciences, and design.
E. 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.
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_69d8d38345688190b565eac2e4cd7935`	completed	April 10, 2026, 10:40 a.m.
NER	Named-entity recognition	`batch_69e52a7cdb5c8190a399f0e4052f7d1f`	completed	April 19, 2026, 7:18 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a043f22b680819087c837c9ca87ce4b`	completed	May 13, 2026, 9:06 a.m.
NEDg	Description generation	`batch_6a043fc897408190ac2f6625ce23c93d`	completed	May 13, 2026, 9:09 a.m.
NED2	Entity disambiguation (via description)	`batch_6a044095d4b48190aeb30ecb37609da3`	completed	May 13, 2026, 9:12 a.m.

Created at: April 10, 2026, 11:33 a.m.