Triple
T6164413
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stefano Zamagni |
E137520
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object | European Academy of Sciences and Arts |
E1653
|
NE FINISHED |
How this triple was built (2 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: European Academy of Sciences and Arts | Statement: [Stefano Zamagni, memberOf, European Academy of Sciences and Arts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: European Academy of Sciences and Arts Context triple: [Stefano Zamagni, memberOf, European Academy of Sciences and Arts]
-
A.
European Academy of Sciences and Arts
chosen
The European Academy of Sciences and Arts is a transnational, interdisciplinary learned society that brings together leading scholars, scientists, artists, and public figures from across Europe to promote scientific and cultural exchange and address societal challenges.
-
B.
Academia Europaea
Academia Europaea is a pan-European, non-governmental academy that brings together leading scholars from across the sciences, humanities, and letters to promote learning, education, and research excellence in Europe.
-
C.
Arqus European University Alliance
Arqus European University Alliance is a transnational network of European universities collaborating to enhance higher education, research, and societal engagement across member institutions.
-
D.
World Academy of Art and Science
The World Academy of Art and Science is an international non-governmental organization that brings together leading thinkers and practitioners from diverse disciplines to address global challenges and promote human welfare through interdisciplinary dialogue and research.
-
E.
Academy of Arts and Humanities
The Academy of Arts and Humanities is a division of the Royal Society of Canada that brings together leading scholars and practitioners in the arts and humanities to recognize excellence and promote research and creativity in these fields.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c008a54fc88190b6ce4416490ca79d |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c05d6036f88190a4bf540e7fe8d48d |
completed | March 22, 2026, 9:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c1419e7f0481908b7ce6f36871f1ad |
completed | March 23, 2026, 1:35 p.m. |
Created at: March 22, 2026, 4:17 p.m.