Triple

T3604868

Position	Surface form	Disambiguated ID	Type / Status
Subject	HAN University of Applied Sciences campus	`E76344`	entity
Predicate	partOf	`P40`	FINISHED
Object	Dutch universities of applied sciences sector The Dutch universities of applied sciences sector is a network of professionally oriented higher education institutions that focus on practice-based learning and applied research to prepare students for specific careers.	`E371445`	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: Dutch universities of applied sciences sector | Statement: [HAN University of Applied Sciences campus, partOf, Dutch universities of applied sciences sector]

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

Target entity: Dutch universities of applied sciences sector
Context triple: [HAN University of Applied Sciences campus, partOf, Dutch universities of applied sciences sector]

A. Amsterdam University of Applied Sciences
Amsterdam University of Applied Sciences is a large Dutch institution offering professionally oriented higher education and applied research programs across a wide range of disciplines.
B. The Hague University of Applied Sciences
The Hague University of Applied Sciences is a Dutch institution of higher professional education offering practice-oriented bachelor’s and master’s programs in a wide range of fields.
C. Universiteiten van Nederland
Universiteiten van Nederland is the association representing Dutch research universities, coordinating their collective interests in education, research, and policy.
D. Hogeschool Utrecht
Hogeschool Utrecht is a large Dutch university of applied sciences in Utrecht offering professionally oriented higher education and practice-based research.
E. Howest University of Applied Sciences
Howest University of Applied Sciences is a practice-oriented higher education institution in Kortrijk, Belgium, offering professionally focused bachelor programs and applied research.
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: Dutch universities of applied sciences sector
Triple: [HAN University of Applied Sciences campus, partOf, Dutch universities of applied sciences sector]

Generated description

The Dutch universities of applied sciences sector is a network of professionally oriented higher education institutions that focus on practice-based learning and applied research to prepare students for specific careers.

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

Target entity: Dutch universities of applied sciences sector
Target entity description: The Dutch universities of applied sciences sector is a network of professionally oriented higher education institutions that focus on practice-based learning and applied research to prepare students for specific careers.

A. Amsterdam University of Applied Sciences
Amsterdam University of Applied Sciences is a large Dutch institution offering professionally oriented higher education and applied research programs across a wide range of disciplines.
B. The Hague University of Applied Sciences
The Hague University of Applied Sciences is a Dutch institution of higher professional education offering practice-oriented bachelor’s and master’s programs in a wide range of fields.
C. Universiteiten van Nederland
Universiteiten van Nederland is the association representing Dutch research universities, coordinating their collective interests in education, research, and policy.
D. Hogeschool Utrecht
Hogeschool Utrecht is a large Dutch university of applied sciences in Utrecht offering professionally oriented higher education and practice-based research.
E. Howest University of Applied Sciences
Howest University of Applied Sciences is a practice-oriented higher education institution in Kortrijk, Belgium, offering professionally focused bachelor programs and applied research.
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_69ad85d93dcc819094fba90cf70f4996`	completed	March 8, 2026, 2:21 p.m.
NER	Named-entity recognition	`batch_69adc1e07bc481908d9fce18d36d8e0d`	completed	March 8, 2026, 6:37 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b40320a0308190b2f358fe1488ed98`	completed	March 13, 2026, 12:29 p.m.
NEDg	Description generation	`batch_69b4041bc85c8190948b7e47aef0e0d0`	completed	March 13, 2026, 12:33 p.m.
NED2	Entity disambiguation (via description)	`batch_69b408778220819086935bfa9c0dd4fd`	completed	March 13, 2026, 12:52 p.m.

Created at: March 8, 2026, 3:22 p.m.