Triple

T2049942

Position	Surface form	Disambiguated ID	Type / Status
Subject	Schleswig-Holstein	`E45540`	entity
Predicate	hasUniversity	`P113`	FINISHED
Object	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.	`E228987`	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: Lübeck University of Applied Sciences | Statement: [Schleswig-Holstein, hasUniversity, Lübeck University of Applied Sciences]

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

Target entity: Lübeck University of Applied Sciences
Context triple: [Schleswig-Holstein, hasUniversity, Lübeck 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. Münster University of Applied Sciences
Münster University of Applied Sciences is a German public university of applied sciences known for its practice-oriented programs and strong links to regional industry and innovation.
C. University of Kassel
The University of Kassel is a public research university in Kassel, Germany, known for its interdisciplinary programs and strengths in environmental, engineering, and social sciences.
D. Leipzig University of Applied Sciences (HTWK Leipzig)
Leipzig University of Applied Sciences (HTWK Leipzig) is a practice-oriented German university specializing in engineering, economics, social sciences, and media studies, located in the city of Leipzig.
E. University of Oldenburg
The University of Oldenburg is a public research university in the city of Oldenburg, Germany, known for its strengths in education, sustainability, and interdisciplinary studies.
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: Lübeck University of Applied Sciences
Triple: [Schleswig-Holstein, hasUniversity, Lübeck University of Applied Sciences]

Generated description

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.

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

Target entity: Lübeck University of Applied Sciences
Target entity description: 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.

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. Münster University of Applied Sciences
Münster University of Applied Sciences is a German public university of applied sciences known for its practice-oriented programs and strong links to regional industry and innovation.
C. University of Kassel
The University of Kassel is a public research university in Kassel, Germany, known for its interdisciplinary programs and strengths in environmental, engineering, and social sciences.
D. Leipzig University of Applied Sciences (HTWK Leipzig)
Leipzig University of Applied Sciences (HTWK Leipzig) is a practice-oriented German university specializing in engineering, economics, social sciences, and media studies, located in the city of Leipzig.
E. University of Oldenburg
The University of Oldenburg is a public research university in the city of Oldenburg, Germany, known for its strengths in education, sustainability, and interdisciplinary studies.
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_69a8891948208190ab7898da21824c77`	completed	March 4, 2026, 7:33 p.m.
NER	Named-entity recognition	`batch_69abb98e10d48190bb96cd1f8ea3c08b`	completed	March 7, 2026, 5:37 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ae2007386481908b46c7bc2db8e4dd`	completed	March 9, 2026, 1:19 a.m.
NEDg	Description generation	`batch_69ae20fbcd30819099499853d7dc2cc4`	completed	March 9, 2026, 1:23 a.m.
NED2	Entity disambiguation (via description)	`batch_69ae216d450c8190ad2ecfdafa2354c7`	completed	March 9, 2026, 1:25 a.m.

Created at: March 4, 2026, 7:39 p.m.