Triple
T2836918
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lotfi A. Zadeh |
E62372
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Finnish Academy of Technical Sciences
The Finnish Academy of Technical Sciences is a learned society in Finland that brings together leading experts and promotes excellence in engineering, technology, and applied sciences.
|
E303492
|
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: Finnish Academy of Technical Sciences | Statement: [Lotfi A. Zadeh, memberOf, Finnish Academy of Technical Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Finnish Academy of Technical Sciences Context triple: [Lotfi A. Zadeh, memberOf, Finnish Academy of Technical Sciences]
-
A.
Helsinki University of Technology
Helsinki University of Technology was a leading Finnish technical university, renowned for its engineering and technology programs and later incorporated into Aalto University.
-
B.
Aalto University
Aalto University is a Finnish multidisciplinary university in the Helsinki metropolitan area, formed by the merger of leading institutions in technology, business, and arts and design.
-
C.
Estonian Academy of Sciences
The Estonian Academy of Sciences is Estonia’s national learned society, bringing together leading scholars and experts to promote scientific research and advise on science policy.
-
D.
University of Oulu
The University of Oulu is a major Finnish research university located in the city of Oulu, known for its strong programs in technology, natural sciences, and information technology.
-
E.
Åbo Akademi University
Åbo Akademi University is a Swedish-language multidisciplinary university in Turku, Finland, known for its strong research profile and role as the main institution of higher education for Finland’s Swedish-speaking minority.
- 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: Finnish Academy of Technical Sciences Triple: [Lotfi A. Zadeh, memberOf, Finnish Academy of Technical Sciences]
Generated description
The Finnish Academy of Technical Sciences is a learned society in Finland that brings together leading experts and promotes excellence in engineering, technology, and applied sciences.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Finnish Academy of Technical Sciences Target entity description: The Finnish Academy of Technical Sciences is a learned society in Finland that brings together leading experts and promotes excellence in engineering, technology, and applied sciences.
-
A.
Helsinki University of Technology
Helsinki University of Technology was a leading Finnish technical university, renowned for its engineering and technology programs and later incorporated into Aalto University.
-
B.
Aalto University
Aalto University is a Finnish multidisciplinary university in the Helsinki metropolitan area, formed by the merger of leading institutions in technology, business, and arts and design.
-
C.
Estonian Academy of Sciences
The Estonian Academy of Sciences is Estonia’s national learned society, bringing together leading scholars and experts to promote scientific research and advise on science policy.
-
D.
University of Oulu
The University of Oulu is a major Finnish research university located in the city of Oulu, known for its strong programs in technology, natural sciences, and information technology.
-
E.
Åbo Akademi University
Åbo Akademi University is a Swedish-language multidisciplinary university in Turku, Finland, known for its strong research profile and role as the main institution of higher education for Finland’s Swedish-speaking minority.
- 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_69ab4c3c39188190955b9c49d98463d8 |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abdeede0488190a9782f55b57559ee |
completed | March 7, 2026, 8:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afe8c890508190868f50f4e5e1d642 |
completed | March 10, 2026, 9:47 a.m. |
| NEDg | Description generation | batch_69afe9ba068881908727c82d5eddb974 |
completed | March 10, 2026, 9:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b00412e7448190898050f18f64ea9a |
completed | March 10, 2026, 11:44 a.m. |
Created at: March 6, 2026, 10:01 p.m.