Triple

T8095213

Position	Surface form	Disambiguated ID	Type / Status
Subject	Stuttgart region	`E188965`	entity
Predicate	hasUniversity	`P113`	FINISHED
Object	Esslingen University of Applied Sciences Esslingen University of Applied Sciences is a German university known for its strong engineering, business, and social sciences programs with close ties to regional industry.	`E713475`	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: Esslingen University of Applied Sciences | Statement: [Stuttgart region, hasUniversity, Esslingen University of Applied Sciences]

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

Target entity: Esslingen University of Applied Sciences
Context triple: [Stuttgart region, hasUniversity, Esslingen University of Applied Sciences]

A. Neu-Ulm University of Applied Sciences
Neu-Ulm University of Applied Sciences is a German public university of applied sciences specializing in practice-oriented programs in fields such as business, information technology, and health management.
B. Stuttgart Technology University of Applied Sciences
Stuttgart Technology University of Applied Sciences is a German university of applied sciences specializing in engineering, technology, and design, located in the city of Stuttgart.
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. Weihenstephan-Triesdorf University of Applied Sciences
Weihenstephan-Triesdorf University of Applied Sciences is a German university of applied sciences specializing in life sciences, agriculture, environmental studies, and related practical disciplines.
E. Flensburg University of Applied Sciences
Flensburg University of Applied Sciences is a practice-oriented German higher education institution known for its engineering, maritime, and business 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: Esslingen University of Applied Sciences
Triple: [Stuttgart region, hasUniversity, Esslingen University of Applied Sciences]

Generated description

Esslingen University of Applied Sciences is a German university known for its strong engineering, business, and social sciences programs with close ties to regional industry.

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

Target entity: Esslingen University of Applied Sciences
Target entity description: Esslingen University of Applied Sciences is a German university known for its strong engineering, business, and social sciences programs with close ties to regional industry.

A. Neu-Ulm University of Applied Sciences
Neu-Ulm University of Applied Sciences is a German public university of applied sciences specializing in practice-oriented programs in fields such as business, information technology, and health management.
B. Stuttgart Technology University of Applied Sciences
Stuttgart Technology University of Applied Sciences is a German university of applied sciences specializing in engineering, technology, and design, located in the city of Stuttgart.
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. Weihenstephan-Triesdorf University of Applied Sciences
Weihenstephan-Triesdorf University of Applied Sciences is a German university of applied sciences specializing in life sciences, agriculture, environmental studies, and related practical disciplines.
E. Flensburg University of Applied Sciences
Flensburg University of Applied Sciences is a practice-oriented German higher education institution known for its engineering, maritime, and business 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_69ca82b7b3e88190b9041ab0ef28b3cb`	completed	March 30, 2026, 2:03 p.m.
NER	Named-entity recognition	`batch_69cb4291f1d4819098985ac2b20b6c75`	completed	March 31, 2026, 3:42 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cc93ff6a108190ac60218ec2716c60`	completed	April 1, 2026, 3:41 a.m.
NEDg	Description generation	`batch_69cc9557c6148190a759021b6add0a61`	completed	April 1, 2026, 3:47 a.m.
NED2	Entity disambiguation (via description)	`batch_69cc96a8bb688190a352de1798b380f1`	completed	April 1, 2026, 3:53 a.m.

Created at: March 30, 2026, 5:30 p.m.