Triple

T4552773

Position	Surface form	Disambiguated ID	Type / Status
Subject	Puch bei Hallein	`E120404`	entity
Predicate	hasEducationalInstitution	`P113`	FINISHED
Object	University of Applied Sciences Salzburg The University of Applied Sciences Salzburg is an Austrian institution offering practice-oriented higher education and research programs in fields such as technology, business, media, and health.	`E451562`	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 Salzburg | Statement: [Puch bei Hallein, hasEducationalInstitution, University of Applied Sciences Salzburg]

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

Target entity: University of Applied Sciences Salzburg
Context triple: [Puch bei Hallein, hasEducationalInstitution, University of Applied Sciences Salzburg]

A. Graz University of Technology
Graz University of Technology is a prominent Austrian public research university in Graz, known for its strong engineering and natural sciences programs and notable academic figures.
B. University of Innsbruck
The University of Innsbruck is a major Austrian public research university located in the city of Innsbruck, known for its strong programs across the sciences and humanities and its Alpine setting.
C. Johannes Kepler University Linz
Johannes Kepler University Linz is a public research university in Linz, Austria, known for its strong programs in science, engineering, business, and law.
D. University of Applied Arts Vienna
The University of Applied Arts Vienna is a renowned Austrian art and design university known for its innovative, avant-garde education and for nurturing influential modern artists such as Oskar Kokoschka.
E. University of Graz
The University of Graz is one of Austria’s oldest and largest universities, renowned for its contributions to science and the humanities and for having hosted prominent scholars such as physicist Ludwig Boltzmann.
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 Salzburg
Triple: [Puch bei Hallein, hasEducationalInstitution, University of Applied Sciences Salzburg]

Generated description

The University of Applied Sciences Salzburg is an Austrian institution offering practice-oriented higher education and research programs in fields such as technology, business, media, and health.

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

Target entity: University of Applied Sciences Salzburg
Target entity description: The University of Applied Sciences Salzburg is an Austrian institution offering practice-oriented higher education and research programs in fields such as technology, business, media, and health.

A. Graz University of Technology
Graz University of Technology is a prominent Austrian public research university in Graz, known for its strong engineering and natural sciences programs and notable academic figures.
B. University of Innsbruck
The University of Innsbruck is a major Austrian public research university located in the city of Innsbruck, known for its strong programs across the sciences and humanities and its Alpine setting.
C. Johannes Kepler University Linz
Johannes Kepler University Linz is a public research university in Linz, Austria, known for its strong programs in science, engineering, business, and law.
D. University of Applied Arts Vienna
The University of Applied Arts Vienna is a renowned Austrian art and design university known for its innovative, avant-garde education and for nurturing influential modern artists such as Oskar Kokoschka.
E. University of Graz
The University of Graz is one of Austria’s oldest and largest universities, renowned for its contributions to science and the humanities and for having hosted prominent scholars such as physicist Ludwig Boltzmann.
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_69bd4636f1648190a701445c2fcd9c17`	completed	March 20, 2026, 1:05 p.m.
NER	Named-entity recognition	`batch_69bd581160e08190b715a8ce5c3e6c9b`	completed	March 20, 2026, 2:22 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69bdb95b01b0819094a600752e41aa09`	completed	March 20, 2026, 9:17 p.m.
NEDg	Description generation	`batch_69bdbdbf73508190b64a78ff9274ee6d`	completed	March 20, 2026, 9:35 p.m.
NED2	Entity disambiguation (via description)	`batch_69bdbe1bcd8c819094adea59c91c6f5b`	completed	March 20, 2026, 9:37 p.m.

Created at: March 20, 2026, 1:09 p.m.