Triple

T5203
Position Surface form Disambiguated ID Type / Status
Subject Ismail Serageldin E101 entity
Predicate memberOf P10 FINISHED
Object European Academy of Sciences and Arts
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.
E1653 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: European Academy of Sciences and Arts | Statement: [Ismail Serageldin, 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: [Ismail Serageldin, memberOf, European Academy of Sciences and Arts]
  • A. Academy of Sciences for the Developing World
    The Academy of Sciences for the Developing World, now known as The World Academy of Sciences (TWAS), is an international organization that supports scientific excellence and capacity building in developing countries.
  • B. African Academy of Sciences
    The African Academy of Sciences is a pan-African, non-profit scientific organization that promotes excellence in science and technology to drive sustainable development across the African continent.
  • C. European polytechnic institutes
    European polytechnic institutes are higher education institutions that emphasize applied science and engineering education, combining rigorous theoretical instruction with practical, laboratory-based training.
  • D. University of Göttingen
    The University of Göttingen is a renowned German research university, historically significant in physics and mathematics and once a leading center for theoretical science in Europe.
  • E. Universities Research Association
    Universities Research Association is a consortium of research universities that collaborates to manage and support major scientific facilities and high-energy physics research programs in the United States.
  • 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: European Academy of Sciences and Arts
Triple: [Ismail Serageldin, memberOf, European Academy of Sciences and Arts]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: European Academy of Sciences and Arts
Target entity description: 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.
  • A. Academy of Sciences for the Developing World
    The Academy of Sciences for the Developing World, now known as The World Academy of Sciences (TWAS), is an international organization that supports scientific excellence and capacity building in developing countries.
  • B. German Rectors' Conference
    The German Rectors' Conference is a voluntary association of state and state-recognized universities in Germany that represents their collective interests in higher education policy, research, and academic governance.
  • C. African Academy of Sciences
    The African Academy of Sciences is a pan-African, non-profit scientific organization that promotes excellence in science and technology to drive sustainable development across the African continent.
  • D. Coimbra Group
    The Coimbra Group is an association of long-established, high-ranking European universities dedicated to academic collaboration, research excellence, and cultural exchange.
  • E. International Centre for Theoretical Physics
    The International Centre for Theoretical Physics is a renowned research and training institute in Trieste, Italy, dedicated to advancing theoretical physics and mathematics, particularly for scientists from developing countries.
  • 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_69a238d6b47881909e68288aed2fd858 completed Feb. 28, 2026, 12:37 a.m.
NER Named-entity recognition batch_69a2399d5cf88190998f9b95c817a60f completed Feb. 28, 2026, 12:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69a248d5b92481909a846984a8639067 completed Feb. 28, 2026, 1:45 a.m.
NEDg Description generation batch_69a24b7dd264819084b601cf7a4557ff completed Feb. 28, 2026, 1:57 a.m.
NED2 Entity disambiguation (via description) batch_69a24c05ab408190a7f3ece62f39977d completed Feb. 28, 2026, 1:59 a.m.
Created at: Feb. 28, 2026, 12:40 a.m.