Triple

T77250
Position Surface form Disambiguated ID Type / Status
Subject Frances Arnold E1543 entity
Predicate memberOf P10 FINISHED
Object Pontifical Academy of Sciences
The Pontifical Academy of Sciences is a prestigious scientific body of the Vatican that brings together leading scientists from around the world to promote the advancement of knowledge and advise the Holy See on scientific matters.
E9509 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: Pontifical Academy of Sciences | Statement: [Frances Arnold, memberOf, Pontifical Academy of Sciences]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pontifical Academy of Sciences
Context triple: [Frances Arnold, memberOf, Pontifical Academy of Sciences]
  • A. 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.
  • B. Prussian Academy of Sciences
    The Prussian Academy of Sciences was a prestigious Berlin-based learned society and research institution that became one of Europe’s leading centers for scientific and philosophical scholarship in the 18th to early 20th centuries.
  • C. Académie des Sciences
    The Académie des Sciences is a prestigious French scientific institution founded in the 17th century that has played a central role in the development and promotion of science in France and internationally.
  • D. 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.
  • E. 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.
  • 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: Pontifical Academy of Sciences
Triple: [Frances Arnold, memberOf, Pontifical Academy of Sciences]
Generated description
The Pontifical Academy of Sciences is a prestigious scientific body of the Vatican that brings together leading scientists from around the world to promote the advancement of knowledge and advise the Holy See on scientific matters.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pontifical Academy of Sciences
Target entity description: The Pontifical Academy of Sciences is a prestigious scientific body of the Vatican that brings together leading scientists from around the world to promote the advancement of knowledge and advise the Holy See on scientific matters.
  • A. 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.
  • B. Prussian Academy of Sciences
    The Prussian Academy of Sciences was a prestigious Berlin-based learned society and research institution that became one of Europe’s leading centers for scientific and philosophical scholarship in the 18th to early 20th centuries.
  • C. Académie des Sciences
    The Académie des Sciences is a prestigious French scientific institution founded in the 17th century that has played a central role in the development and promotion of science in France and internationally.
  • D. 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.
  • E. 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.
  • 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_69a24c60d19c8190a1b6c105ca59ef5b completed Feb. 28, 2026, 2:01 a.m.
NER Named-entity recognition batch_69a24f1d20b88190b66836cc018e52e1 completed Feb. 28, 2026, 2:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69a266ea53f48190a0a09700697ffd45 completed Feb. 28, 2026, 3:54 a.m.
NEDg Description generation batch_69a26ada5f908190afcc754be9fffd07 completed Feb. 28, 2026, 4:11 a.m.
NED2 Entity disambiguation (via description) batch_69a26b668a948190811c208dae793975 completed Feb. 28, 2026, 4:13 a.m.
Created at: Feb. 28, 2026, 2:06 a.m.