Triple

T8308321

Position	Surface form	Disambiguated ID	Type / Status
Subject	Vaasa	`E194520`	entity
Predicate	hasUniversity	`P113`	FINISHED
Object	Hanken School of Economics (Vaasa campus) Hanken School of Economics (Vaasa campus) is a Finnish university-level business school campus offering internationally oriented economics and business education and research in the city of Vaasa.	`E734712`	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: Hanken School of Economics (Vaasa campus) | Statement: [Vaasa, hasUniversity, Hanken School of Economics (Vaasa campus)]

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

Target entity: Hanken School of Economics (Vaasa campus)
Context triple: [Vaasa, hasUniversity, Hanken School of Economics (Vaasa campus)]

A. Helsinki School of Economics
Helsinki School of Economics was a leading Finnish business school that later became part of Aalto University, known for its strong programs in economics, business, and management.
B. Vaasa University of Applied Sciences
Vaasa University of Applied Sciences is a Finnish higher education institution offering professionally oriented bachelor’s and master’s degree programs, particularly strong in technology, business, and health care.
C. University of Vaasa
The University of Vaasa is a Finnish public university located in the coastal city of Vaasa, known for its focus on business, technology, and administrative sciences.
D. NOVA School of Business and Economics
NOVA School of Business and Economics is a leading European business school in Portugal known for its internationally accredited programs in management, economics, and finance.
E. Saimaa University of Applied Sciences
Saimaa University of Applied Sciences was a Finnish university of applied sciences located in the South Karelia region, offering practice-oriented higher education and research in fields such as technology, business, and health care.
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: Hanken School of Economics (Vaasa campus)
Triple: [Vaasa, hasUniversity, Hanken School of Economics (Vaasa campus)]

Generated description

Hanken School of Economics (Vaasa campus) is a Finnish university-level business school campus offering internationally oriented economics and business education and research in the city of Vaasa.

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

Target entity: Hanken School of Economics (Vaasa campus)
Target entity description: Hanken School of Economics (Vaasa campus) is a Finnish university-level business school campus offering internationally oriented economics and business education and research in the city of Vaasa.

A. Helsinki School of Economics
Helsinki School of Economics was a leading Finnish business school that later became part of Aalto University, known for its strong programs in economics, business, and management.
B. Vaasa University of Applied Sciences
Vaasa University of Applied Sciences is a Finnish higher education institution offering professionally oriented bachelor’s and master’s degree programs, particularly strong in technology, business, and health care.
C. University of Vaasa
The University of Vaasa is a Finnish public university located in the coastal city of Vaasa, known for its focus on business, technology, and administrative sciences.
D. NOVA School of Business and Economics
NOVA School of Business and Economics is a leading European business school in Portugal known for its internationally accredited programs in management, economics, and finance.
E. Saimaa University of Applied Sciences
Saimaa University of Applied Sciences was a Finnish university of applied sciences located in the South Karelia region, offering practice-oriented higher education and research in fields such as technology, business, and health care.
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_69ca82e613e88190bf8139669bbd0d53`	completed	March 30, 2026, 2:04 p.m.
NER	Named-entity recognition	`batch_69cb7f2c06608190bd21633af07a530b`	completed	March 31, 2026, 8 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ce1ce5a0c881909ee517678cdc4ef2`	completed	April 2, 2026, 7:38 a.m.
NEDg	Description generation	`batch_69ce1ebf0f808190846f70438f45afbf`	completed	April 2, 2026, 7:46 a.m.
NED2	Entity disambiguation (via description)	`batch_69ce1f68aa04819081538dda256f4169`	completed	April 2, 2026, 7:48 a.m.

Created at: March 30, 2026, 5:54 p.m.