Triple

T17442529

Position	Surface form	Disambiguated ID	Type / Status
Subject	HES-SO Valais-Wallis campus	`E424692`	entity
Predicate	educationSystem	`P340`	FINISHED
Object	Swiss university of applied sciences system The Swiss university of applied sciences system is a network of practice-oriented higher education institutions in Switzerland that focus on applied research, professional training, and close collaboration with industry.	`E1269081`	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: Swiss university of applied sciences system | Statement: [HES-SO Valais-Wallis campus, educationSystem, Swiss university of applied sciences system]

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

Target entity: Swiss university of applied sciences system
Context triple: [HES-SO Valais-Wallis campus, educationSystem, Swiss university of applied sciences system]

A. University of Applied Sciences of the Grisons
The University of Applied Sciences of the Grisons is a Swiss university of applied sciences offering practice-oriented higher education and research programs in fields such as business, technology, and tourism.
B. Zurich University of Applied Sciences
Zurich University of Applied Sciences is one of Switzerland’s largest universities of applied sciences, offering practice-oriented education and research across a wide range of disciplines.
C. Lucerne University of Applied Sciences and Arts
Lucerne University of Applied Sciences and Arts is a Swiss public university of applied sciences offering practice-oriented education and research in fields such as engineering, business, social work, art, and music.
D. Scuola universitaria professionale di Berna
Scuola universitaria professionale di Berna is the Italian name for the Bern University of Applied Sciences, a Swiss institution offering practice-oriented higher education and research across various professional fields.
E. University of Lucerne
The University of Lucerne is a Swiss public university known for its strong focus on law, theology, cultural and social sciences, and economics within a compact, research-oriented campus in the city of Lucerne.
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: Swiss university of applied sciences system
Triple: [HES-SO Valais-Wallis campus, educationSystem, Swiss university of applied sciences system]

Generated description

The Swiss university of applied sciences system is a network of practice-oriented higher education institutions in Switzerland that focus on applied research, professional training, and close collaboration with industry.

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

Target entity: Swiss university of applied sciences system
Target entity description: The Swiss university of applied sciences system is a network of practice-oriented higher education institutions in Switzerland that focus on applied research, professional training, and close collaboration with industry.

A. University of Applied Sciences of the Grisons
The University of Applied Sciences of the Grisons is a Swiss university of applied sciences offering practice-oriented higher education and research programs in fields such as business, technology, and tourism.
B. Zurich University of Applied Sciences
Zurich University of Applied Sciences is one of Switzerland’s largest universities of applied sciences, offering practice-oriented education and research across a wide range of disciplines.
C. Lucerne University of Applied Sciences and Arts
Lucerne University of Applied Sciences and Arts is a Swiss public university of applied sciences offering practice-oriented education and research in fields such as engineering, business, social work, art, and music.
D. Scuola universitaria professionale di Berna
Scuola universitaria professionale di Berna is the Italian name for the Bern University of Applied Sciences, a Swiss institution offering practice-oriented higher education and research across various professional fields.
E. University of Lucerne
The University of Lucerne is a Swiss public university known for its strong focus on law, theology, cultural and social sciences, and economics within a compact, research-oriented campus in the city of Lucerne.
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_69d889db0ba481908402409af3b37917`	completed	April 10, 2026, 5:25 a.m.
NER	Named-entity recognition	`batch_69e44ff82bbc819095dd0621137da809`	completed	April 19, 2026, 3:46 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a01aff63d688190b8fa63c8edafc01c`	completed	May 11, 2026, 10:31 a.m.
NEDg	Description generation	`batch_6a01b0a265348190a884a58f3caf54df`	completed	May 11, 2026, 10:34 a.m.
NED2	Entity disambiguation (via description)	`batch_6a01b1b0553c8190bb76969fe95154ff`	completed	May 11, 2026, 10:38 a.m.

Created at: April 10, 2026, 5:47 a.m.