Triple
T1720299
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Helsinki University of Technology |
E37373
|
entity |
| Predicate | formedAaltoUniversityWith |
P31960
|
FINISHED |
| Object |
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.
|
E193887
|
NE FINISHED |
How this triple was built (5 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: Helsinki School of Economics | Statement: [Helsinki University of Technology, formedAaltoUniversityWith, Helsinki School of Economics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Helsinki School of Economics Context triple: [Helsinki University of Technology, formedAaltoUniversityWith, Helsinki School of Economics]
-
A.
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.
-
B.
Norwegian School of Economics
The Norwegian School of Economics is a leading business school and research institution in Bergen, Norway, renowned for its economics and business administration programs.
-
C.
University of Helsinki
The University of Helsinki is Finland’s largest and oldest university, renowned for its research excellence and as the alma mater of notable figures such as Linux creator Linus Torvalds.
-
D.
Copenhagen Business School
Copenhagen Business School is a leading Danish university specializing in business and economics, renowned for its research, international focus, and extensive range of undergraduate, graduate, and executive programs.
-
E.
Tallinn University
Tallinn University is a public research university in Estonia’s capital, known for its focus on the humanities, social sciences, and educational sciences.
- 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: Helsinki School of Economics Triple: [Helsinki University of Technology, formedAaltoUniversityWith, Helsinki School of Economics]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Helsinki School of Economics Target entity description: 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.
-
A.
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.
-
B.
Norwegian School of Economics
The Norwegian School of Economics is a leading business school and research institution in Bergen, Norway, renowned for its economics and business administration programs.
-
C.
University of Helsinki
The University of Helsinki is Finland’s largest and oldest university, renowned for its research excellence and as the alma mater of notable figures such as Linux creator Linus Torvalds.
-
D.
Copenhagen Business School
Copenhagen Business School is a leading Danish university specializing in business and economics, renowned for its research, international focus, and extensive range of undergraduate, graduate, and executive programs.
-
E.
Tallinn University
Tallinn University is a public research university in Estonia’s capital, known for its focus on the humanities, social sciences, and educational sciences.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: formedAaltoUniversityWith Context triple: [Helsinki University of Technology, formedAaltoUniversityWith, Helsinki School of Economics]
-
A.
university
Indicates that an educational institution of higher learning is associated with or attended by a given entity.
-
B.
hasDoctoralDegreeFrom
Indicates that an individual holds a doctoral-level academic degree that was awarded by a specified institution.
-
C.
hasTechnicalUniversity
Indicates that a place or organization possesses or hosts a technical university as part of its institutions or infrastructure.
-
D.
associatedWithInstitution
Indicates that an entity has a formal or recognized connection or affiliation with an institution.
-
E.
artsAndSciencesCollege
Indicates that an entity is affiliated with, part of, or belongs to a college or faculty of arts and sciences.
- F. None of above. chosen
Provenance (7 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_69a8861912dc8190931af43b4b9158a7 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69ab5c96db6c8190a745d6fef7bf2cdb |
completed | March 6, 2026, 11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad8ae98cd88190af4dc46679b3d93f |
completed | March 8, 2026, 2:42 p.m. |
| NEDg | Description generation | batch_69ad957bd63c819099a508ca5c4102cc |
completed | March 8, 2026, 3:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad97b18f9c8190a9c5ed80b5ed0195 |
completed | March 8, 2026, 3:37 p.m. |
| PD | Predicate disambiguation | batch_69aa61bed2fc819086d912cd34285978 |
completed | March 6, 2026, 5:10 a.m. |
| PDg | Predicate description generation | batch_69ab5c7780bc81909fc6e173a216cb0b |
completed | March 6, 2026, 11 p.m. |
Created at: March 4, 2026, 7:30 p.m.