Triple
T8770002
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Turku |
E208432
|
entity |
| Predicate | hasFaculty |
P141
|
FINISHED |
| Object |
Turku School of Economics
Turku School of Economics is a prominent Finnish business school and faculty of the University of Turku, offering education and research in economics, business, and management.
|
E756126
|
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 School of Economics | Statement: [University of Turku, hasFaculty, Turku School of Economics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Turku School of Economics Context triple: [University of Turku, hasFaculty, Turku School of Economics]
-
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.
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.
-
C.
Stockholm School of Economics
The Stockholm School of Economics is a leading European business school in Stockholm, Sweden, renowned for its research-intensive programs in economics, finance, and management.
-
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.
Tampere University
Tampere University is a major Finnish higher education institution known for its research and teaching in technology, health, and society, located in the city of Tampere.
- 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 School of Economics Triple: [University of Turku, hasFaculty, Turku School of Economics]
Generated description
Turku School of Economics is a prominent Finnish business school and faculty of the University of Turku, offering education and research in economics, business, and management.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Turku School of Economics Target entity description: Turku School of Economics is a prominent Finnish business school and faculty of the University of Turku, offering education and research in economics, business, and management.
-
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.
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.
-
C.
Stockholm School of Economics
The Stockholm School of Economics is a leading European business school in Stockholm, Sweden, renowned for its research-intensive programs in economics, finance, and management.
-
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.
Tampere University
Tampere University is a major Finnish higher education institution known for its research and teaching in technology, health, and society, located in the city of Tampere.
- 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_69ca835edb4481909b4aafb616dc5eb7 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5eedc7188190a67d959b9af53837 |
completed | March 31, 2026, 11:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf51af01e48190af674a03d0768f3b |
completed | April 3, 2026, 5:35 a.m. |
| NEDg | Description generation | batch_69cf5291147481908179e75547cf981d |
completed | April 3, 2026, 5:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf5331475c8190b3e8c565f0be7dfd |
completed | April 3, 2026, 5:42 a.m. |
Created at: March 30, 2026, 6:41 p.m.