Triple

T4778663

Position	Surface form	Disambiguated ID	Type / Status
Subject	Worms, Germany	`E106116`	entity
Predicate	hasUniversity	`P113`	FINISHED
Object	University of Applied Sciences Worms The University of Applied Sciences Worms is a German higher education institution offering practice-oriented degree programs in fields such as business, computer science, and tourism.	`E470561`	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: University of Applied Sciences Worms | Statement: [Worms, Germany, hasUniversity, University of Applied Sciences Worms]

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

Target entity: University of Applied Sciences Worms
Context triple: [Worms, Germany, hasUniversity, University of Applied Sciences Worms]

A. 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.
B. Bremen University of Applied Sciences
Bremen University of Applied Sciences is a practice-oriented German higher education institution in Bremen, known for its strong focus on engineering, natural sciences, and international study programs.
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. 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.
E. 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.
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: University of Applied Sciences Worms
Triple: [Worms, Germany, hasUniversity, University of Applied Sciences Worms]

Generated description

The University of Applied Sciences Worms is a German higher education institution offering practice-oriented degree programs in fields such as business, computer science, and tourism.

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

Target entity: University of Applied Sciences Worms
Target entity description: The University of Applied Sciences Worms is a German higher education institution offering practice-oriented degree programs in fields such as business, computer science, and tourism.

A. 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.
B. Bremen University of Applied Sciences
Bremen University of Applied Sciences is a practice-oriented German higher education institution in Bremen, known for its strong focus on engineering, natural sciences, and international study programs.
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. 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.
E. 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.
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_69bd43f3074c8190937e7b0a457fe9f1`	completed	March 20, 2026, 12:56 p.m.
NER	Named-entity recognition	`batch_69bd658942e481908570cfec77fe4a4b`	completed	March 20, 2026, 3:19 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69be43cecc748190a410c262aa2e4b98`	completed	March 21, 2026, 7:07 a.m.
NEDg	Description generation	`batch_69be45b95ab48190b5d8b84c56b1a0ac`	completed	March 21, 2026, 7:16 a.m.
NED2	Entity disambiguation (via description)	`batch_69be46e400cc8190aaa7fc42713f30c6`	completed	March 21, 2026, 7:21 a.m.

Created at: March 20, 2026, 1:21 p.m.