Triple

T8855970

Position	Surface form	Disambiguated ID	Type / Status
Subject	Åbo Akademi University	`E210756`	entity
Predicate	hasAffiliatedHospital	`P20607`	FINISHED
Object	Turku University Hospital (through cooperation) Turku University Hospital is a major Finnish teaching and research hospital in Turku that provides specialized medical care and collaborates closely with local universities.	`E762582`	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: Turku University Hospital (through cooperation) | Statement: [Åbo Akademi University, hasAffiliatedHospital, Turku University Hospital (through cooperation)]

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

Target entity: Turku University Hospital (through cooperation)
Context triple: [Åbo Akademi University, hasAffiliatedHospital, Turku University Hospital (through cooperation)]

A. Turku PET Centre
Turku PET Centre is a leading Finnish research and clinical facility specializing in positron emission tomography imaging and radiopharmaceutical development.
B. Helsinki University Central Hospital
Helsinki University Central Hospital is a major teaching and research hospital in Helsinki, Finland, affiliated with the University of Helsinki and serving as one of the country’s leading medical centers.
C. Tartu University Hospital
Tartu University Hospital is a major teaching and research hospital in Estonia that serves as the primary clinical base for the University of Tartu’s medical education and healthcare services.
D. Turku University of Applied Sciences
Turku University of Applied Sciences is a multidisciplinary Finnish higher education institution known for its practice-oriented degree programs and strong collaboration with regional industries and communities.
E. Uppsala University Hospital
Uppsala University Hospital is a major Swedish teaching and research hospital closely affiliated with Uppsala University and known for its advanced medical care and scientific contributions.
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: Turku University Hospital (through cooperation)
Triple: [Åbo Akademi University, hasAffiliatedHospital, Turku University Hospital (through cooperation)]

Generated description

Turku University Hospital is a major Finnish teaching and research hospital in Turku that provides specialized medical care and collaborates closely with local universities.

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

Target entity: Turku University Hospital (through cooperation)
Target entity description: Turku University Hospital is a major Finnish teaching and research hospital in Turku that provides specialized medical care and collaborates closely with local universities.

A. Turku PET Centre
Turku PET Centre is a leading Finnish research and clinical facility specializing in positron emission tomography imaging and radiopharmaceutical development.
B. Helsinki University Central Hospital
Helsinki University Central Hospital is a major teaching and research hospital in Helsinki, Finland, affiliated with the University of Helsinki and serving as one of the country’s leading medical centers.
C. Tartu University Hospital
Tartu University Hospital is a major teaching and research hospital in Estonia that serves as the primary clinical base for the University of Tartu’s medical education and healthcare services.
D. Turku University of Applied Sciences
Turku University of Applied Sciences is a multidisciplinary Finnish higher education institution known for its practice-oriented degree programs and strong collaboration with regional industries and communities.
E. Uppsala University Hospital
Uppsala University Hospital is a major Swedish teaching and research hospital closely affiliated with Uppsala University and known for its advanced medical care and scientific contributions.
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_69ca838a424c8190b1ecac115c2927e7`	completed	March 30, 2026, 2:07 p.m.
NER	Named-entity recognition	`batch_69cc60c7f51881909c847989f31f203a`	completed	April 1, 2026, 12:03 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cfa09e6d388190ba8f5d8516b43bc4`	completed	April 3, 2026, 11:12 a.m.
NEDg	Description generation	`batch_69cfa246ade0819097fe80a77f32592b`	completed	April 3, 2026, 11:19 a.m.
NED2	Entity disambiguation (via description)	`batch_69cfa2c4833c8190b67c4545af056292`	completed	April 3, 2026, 11:21 a.m.

Created at: March 30, 2026, 6:50 p.m.