Triple
T22150837
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Freddy Delbaen |
E547406
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Swiss Finance Institute (associated researcher)
The Swiss Finance Institute (associated researcher) is a leading Swiss academic institution that supports advanced research and education in finance through collaborations with universities and affiliated scholars.
|
E1522149
|
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: Swiss Finance Institute (associated researcher) | Statement: [Freddy Delbaen, memberOf, Swiss Finance Institute (associated researcher)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Swiss Finance Institute (associated researcher) Context triple: [Freddy Delbaen, memberOf, Swiss Finance Institute (associated researcher)]
-
A.
Center for Financial Studies
The Center for Financial Studies is a German research institute based in Frankfurt that focuses on financial markets and institutions and is affiliated with Goethe University Frankfurt.
-
B.
Swiss Financial Market Supervisory Authority (FINMA)
The Swiss Financial Market Supervisory Authority (FINMA) is Switzerland’s independent financial regulator responsible for overseeing banks, insurance companies, securities dealers, and other financial intermediaries to ensure the stability and integrity of the Swiss financial system.
-
C.
Institute of Financial Mathematics
The Institute of Financial Mathematics is an academic research and teaching unit at Ulm University specializing in the mathematical modeling and analysis of financial markets and instruments.
-
D.
Swiss Innovation Agency Innosuisse
The Swiss Innovation Agency Innosuisse is the Swiss federal agency that promotes science-based innovation by supporting projects, startups, and knowledge transfer between research institutions and industry.
-
E.
SNSF
SNSF is a Stanford University research facility that provides shared state-of-the-art nanofabrication and characterization tools for nanoscale science and engineering.
- 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: Swiss Finance Institute (associated researcher) Triple: [Freddy Delbaen, memberOf, Swiss Finance Institute (associated researcher)]
Generated description
The Swiss Finance Institute (associated researcher) is a leading Swiss academic institution that supports advanced research and education in finance through collaborations with universities and affiliated scholars.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Swiss Finance Institute (associated researcher) Target entity description: The Swiss Finance Institute (associated researcher) is a leading Swiss academic institution that supports advanced research and education in finance through collaborations with universities and affiliated scholars.
-
A.
Center for Financial Studies
The Center for Financial Studies is a German research institute based in Frankfurt that focuses on financial markets and institutions and is affiliated with Goethe University Frankfurt.
-
B.
Swiss Financial Market Supervisory Authority (FINMA)
The Swiss Financial Market Supervisory Authority (FINMA) is Switzerland’s independent financial regulator responsible for overseeing banks, insurance companies, securities dealers, and other financial intermediaries to ensure the stability and integrity of the Swiss financial system.
-
C.
Institute of Financial Mathematics
The Institute of Financial Mathematics is an academic research and teaching unit at Ulm University specializing in the mathematical modeling and analysis of financial markets and instruments.
-
D.
Swiss Innovation Agency Innosuisse
The Swiss Innovation Agency Innosuisse is the Swiss federal agency that promotes science-based innovation by supporting projects, startups, and knowledge transfer between research institutions and industry.
-
E.
SNSF
SNSF is a Stanford University research facility that provides shared state-of-the-art nanofabrication and characterization tools for nanoscale science and engineering.
- 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_69e11e3b52088190ad5df386d01eb2fb |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f129f37dac8190a7cecb12f4271515 |
completed | April 28, 2026, 9:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a9704f4988190b03783c006929ad7 |
completed | May 18, 2026, 4:35 a.m. |
| NEDg | Description generation | batch_6a0a97e509a88190a7f316cf340d010a |
completed | May 18, 2026, 4:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a987daa208190bab5b7adec1913e8 |
completed | May 18, 2026, 4:41 a.m. |
Created at: April 16, 2026, 8:33 p.m.