Triple

T20631062

Position	Surface form	Disambiguated ID	Type / Status
Subject	Apeldoorn	`E506954`	entity
Predicate	hasUniversity	`P113`	FINISHED
Object	Wittenborg University of Applied Sciences (campus) Wittenborg University of Applied Sciences (campus) is a Dutch higher education institution known for its international focus and practice-oriented bachelor’s and master’s programmes in business and related fields.	`E1441325`	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: Wittenborg University of Applied Sciences (campus) | Statement: [Apeldoorn, hasUniversity, Wittenborg University of Applied Sciences (campus)]

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

Target entity: Wittenborg University of Applied Sciences (campus)
Context triple: [Apeldoorn, hasUniversity, Wittenborg University of Applied Sciences (campus)]

A. Windesheim University of Applied Sciences
Windesheim University of Applied Sciences is a major Dutch higher education institution known for its practice-oriented bachelor’s and master’s programs and strong ties to industry and regional development.
B. Leiden University of Applied Sciences
Leiden University of Applied Sciences is a Dutch institution offering professionally oriented higher education programs in various fields, located in the city of Leiden in the Netherlands.
C. University of Harderwijk
The University of Harderwijk was a former Dutch university known for training many 17th- and 18th-century scholars, physicians, and explorers.
D. Breda University of Applied Sciences
Breda University of Applied Sciences is a Dutch higher education institution in the city of Breda, known for its professional and international programs in fields such as tourism, leisure, logistics, media, and gaming.
E. Limburg campus
Limburg campus is a regional campus of the UC Leuven-Limburg university college in Belgium, offering a range of higher education programs and applied research activities.
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: Wittenborg University of Applied Sciences (campus)
Triple: [Apeldoorn, hasUniversity, Wittenborg University of Applied Sciences (campus)]

Generated description

Wittenborg University of Applied Sciences (campus) is a Dutch higher education institution known for its international focus and practice-oriented bachelor’s and master’s programmes in business and related fields.

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

Target entity: Wittenborg University of Applied Sciences (campus)
Target entity description: Wittenborg University of Applied Sciences (campus) is a Dutch higher education institution known for its international focus and practice-oriented bachelor’s and master’s programmes in business and related fields.

A. Windesheim University of Applied Sciences
Windesheim University of Applied Sciences is a major Dutch higher education institution known for its practice-oriented bachelor’s and master’s programs and strong ties to industry and regional development.
B. Leiden University of Applied Sciences
Leiden University of Applied Sciences is a Dutch institution offering professionally oriented higher education programs in various fields, located in the city of Leiden in the Netherlands.
C. University of Harderwijk
The University of Harderwijk was a former Dutch university known for training many 17th- and 18th-century scholars, physicians, and explorers.
D. Breda University of Applied Sciences
Breda University of Applied Sciences is a Dutch higher education institution in the city of Breda, known for its professional and international programs in fields such as tourism, leisure, logistics, media, and gaming.
E. Limburg campus
Limburg campus is a regional campus of the UC Leuven-Limburg university college in Belgium, offering a range of higher education programs and applied research activities.
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_69e0b4bd4a0081908d4e97a590a33fb2`	completed	April 16, 2026, 10:06 a.m.
NER	Named-entity recognition	`batch_69e6ad0b0508819093c62a4ceaf860ce`	completed	April 20, 2026, 10:47 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a08bb21b3e48190a568a7e2d7e4bb7f`	completed	May 16, 2026, 6:44 p.m.
NEDg	Description generation	`batch_6a08bbc5d9dc8190a6c58039a27ba9ae`	completed	May 16, 2026, 6:47 p.m.
NED2	Entity disambiguation (via description)	`batch_6a08bcbfc45881909af82e14f84ecd23`	completed	May 16, 2026, 6:51 p.m.

Created at: April 16, 2026, 11:42 a.m.