Triple

T10891699

Position	Surface form	Disambiguated ID	Type / Status
Subject	Amsterdam University of Applied Sciences	`E257192`	entity
Predicate	mergerOf	`P402`	FINISHED
Object	Hogeschool voor Economische Studies Hogeschool voor Economische Studies was a Dutch higher education institution specializing in economics and business studies that later became part of the Amsterdam University of Applied Sciences through a merger.	`E892293`	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: Hogeschool voor Economische Studies | Statement: [Amsterdam University of Applied Sciences, mergerOf, Hogeschool voor Economische Studies]

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

Target entity: Hogeschool voor Economische Studies
Context triple: [Amsterdam University of Applied Sciences, mergerOf, Hogeschool voor Economische Studies]

A. Handels Hoogeschool, Rotterdam
Handels Hoogeschool, Rotterdam was a Dutch business school in Rotterdam that later became part of Erasmus University Rotterdam and was known for training prominent political and economic leaders.
B. Hogeschool Utrecht
Hogeschool Utrecht is a large Dutch university of applied sciences in Utrecht offering professionally oriented higher education and practice-based research.
C. Nyenrode Business University
Nyenrode Business University is a private Dutch business school and university known for its focus on leadership, entrepreneurship, and practical, business-oriented education.
D. Saxion University of Applied Sciences
Saxion University of Applied Sciences is a Dutch university of applied sciences offering practice-oriented higher education and research, primarily located in the Twente region of the Netherlands.
E. 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.
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: Hogeschool voor Economische Studies
Triple: [Amsterdam University of Applied Sciences, mergerOf, Hogeschool voor Economische Studies]

Generated description

Hogeschool voor Economische Studies was a Dutch higher education institution specializing in economics and business studies that later became part of the Amsterdam University of Applied Sciences through a merger.

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

Target entity: Hogeschool voor Economische Studies
Target entity description: Hogeschool voor Economische Studies was a Dutch higher education institution specializing in economics and business studies that later became part of the Amsterdam University of Applied Sciences through a merger.

A. Handels Hoogeschool, Rotterdam
Handels Hoogeschool, Rotterdam was a Dutch business school in Rotterdam that later became part of Erasmus University Rotterdam and was known for training prominent political and economic leaders.
B. Hogeschool Utrecht
Hogeschool Utrecht is a large Dutch university of applied sciences in Utrecht offering professionally oriented higher education and practice-based research.
C. Nyenrode Business University
Nyenrode Business University is a private Dutch business school and university known for its focus on leadership, entrepreneurship, and practical, business-oriented education.
D. Saxion University of Applied Sciences
Saxion University of Applied Sciences is a Dutch university of applied sciences offering practice-oriented higher education and research, primarily located in the Twente region of the Netherlands.
E. 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.
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_69d6aa8550c8819095508a2ed9acf3db`	completed	April 8, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69d7520550c4819081296546c8f534f1`	completed	April 9, 2026, 7:15 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69e1550d6b4081909483c5dfa6e85671`	completed	April 16, 2026, 9:30 p.m.
NEDg	Description generation	`batch_69e17d3060888190b3801272835b939a`	completed	April 17, 2026, 12:22 a.m.
NED2	Entity disambiguation (via description)	`batch_69e1806bc1048190bcbff6f6d3d7da19`	completed	April 17, 2026, 12:35 a.m.

Created at: April 8, 2026, 9:21 p.m.