Triple

T15647512

Position	Surface form	Disambiguated ID	Type / Status
Subject	Chur	`E376218`	entity
Predicate	hasUniversityOrCollege	`P62952`	FINISHED
Object	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.	`E1169393`	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 of the Grisons | Statement: [Chur, hasUniversityOrCollege, University of Applied Sciences of the Grisons]

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

Target entity: University of Applied Sciences of the Grisons
Context triple: [Chur, hasUniversityOrCollege, University of Applied Sciences of the Grisons]

A. 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.
B. 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.
C. University of Lugano
The University of Lugano (Università della Svizzera italiana) is a public Swiss university in Lugano known for its strong programs in computer science, informatics, and communication sciences.
D. University of Bern
The University of Bern is a major public research university in Switzerland known for its strong programs across the humanities, sciences, and medicine.
E. University of Fribourg
The University of Fribourg is a Swiss public university known for its strong bilingual (French and German) teaching and research across a wide range of disciplines.
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 of the Grisons
Triple: [Chur, hasUniversityOrCollege, University of Applied Sciences of the Grisons]

Generated description

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.

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

Target entity: University of Applied Sciences of the Grisons
Target entity description: 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.

A. 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.
B. 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.
C. University of Lugano
The University of Lugano (Università della Svizzera italiana) is a public Swiss university in Lugano known for its strong programs in computer science, informatics, and communication sciences.
D. University of Bern
The University of Bern is a major public research university in Switzerland known for its strong programs across the humanities, sciences, and medicine.
E. University of Fribourg
The University of Fribourg is a Swiss public university known for its strong bilingual (French and German) teaching and research across a wide range of disciplines.
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_69d85cd1564c8190991adda63bfab4b0`	completed	April 10, 2026, 2:13 a.m.
NER	Named-entity recognition	`batch_69e04ed5b8b081908d7127964eed3b09`	completed	April 16, 2026, 2:52 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ff67936e388190913c9060194e5b53`	completed	May 9, 2026, 4:57 p.m.
NEDg	Description generation	`batch_69ff6883b5048190b64e4361bc89dd80`	completed	May 9, 2026, 5:01 p.m.
NED2	Entity disambiguation (via description)	`batch_69ff6911a76c819088c8a86d2106b6c6`	completed	May 9, 2026, 5:04 p.m.

Created at: April 10, 2026, 4:15 a.m.