Triple

T9646727

Position	Surface form	Disambiguated ID	Type / Status
Subject	Kleve	`E233215`	entity
Predicate	hasUniversity	`P113`	FINISHED
Object	Hochschule Rhein-Waal Hochschule Rhein-Waal is a German university of applied sciences with campuses in Kleve and Kamp-Lintfort, known for its international orientation and practice-focused degree programs.	`E811694`	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: Hochschule Rhein-Waal | Statement: [Kleve, hasUniversity, Hochschule Rhein-Waal]

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

Target entity: Hochschule Rhein-Waal
Context triple: [Kleve, hasUniversity, Hochschule Rhein-Waal]

A. 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.
B. Hochschule Bonn-Rhein-Sieg
Hochschule Bonn-Rhein-Sieg is a German public University of Applied Sciences known for its practice-oriented programs in fields such as engineering, business, and computer science, with campuses in the Bonn-Rhine-Sieg region.
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. University of Duisburg-Essen
The University of Duisburg-Essen is a large public research university in North Rhine-Westphalia, Germany, known for its strong engineering, natural sciences, and social sciences programs and its focus on interdisciplinary and international collaboration.
E. RheinAhrCampus Remagen
RheinAhrCampus Remagen is a campus of the Koblenz University of Applied Sciences in Remagen, Germany, offering practice-oriented degree programs in fields such as business, social security, and technology.
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: Hochschule Rhein-Waal
Triple: [Kleve, hasUniversity, Hochschule Rhein-Waal]

Generated description

Hochschule Rhein-Waal is a German university of applied sciences with campuses in Kleve and Kamp-Lintfort, known for its international orientation and practice-focused degree programs.

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

Target entity: Hochschule Rhein-Waal
Target entity description: Hochschule Rhein-Waal is a German university of applied sciences with campuses in Kleve and Kamp-Lintfort, known for its international orientation and practice-focused degree programs.

A. 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.
B. Hochschule Bonn-Rhein-Sieg
Hochschule Bonn-Rhein-Sieg is a German public University of Applied Sciences known for its practice-oriented programs in fields such as engineering, business, and computer science, with campuses in the Bonn-Rhine-Sieg region.
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. University of Duisburg-Essen
The University of Duisburg-Essen is a large public research university in North Rhine-Westphalia, Germany, known for its strong engineering, natural sciences, and social sciences programs and its focus on interdisciplinary and international collaboration.
E. RheinAhrCampus Remagen
RheinAhrCampus Remagen is a campus of the Koblenz University of Applied Sciences in Remagen, Germany, offering practice-oriented degree programs in fields such as business, social security, and technology.
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_69ca848b31648190b57aa55da20285be`	completed	March 30, 2026, 2:11 p.m.
NER	Named-entity recognition	`batch_69cd9b8122148190bd0af3a04b21e53e`	completed	April 1, 2026, 10:26 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69d1825dc8e08190bfc3475cd2e694ba`	completed	April 4, 2026, 9:27 p.m.
NEDg	Description generation	`batch_69d1837ec5548190a06458227fec2237`	completed	April 4, 2026, 9:32 p.m.
NED2	Entity disambiguation (via description)	`batch_69d183ea286c8190979d1429729f8abd`	completed	April 4, 2026, 9:34 p.m.

Created at: March 30, 2026, 8:12 p.m.