Triple

T77249
Position Surface form Disambiguated ID Type / Status
Subject Frances Arnold E1543 entity
Predicate memberOf P10 FINISHED
Object American Association for the Advancement of Science E8100 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: American Association for the Advancement of Science | Statement: [Frances Arnold, memberOf, American Association for the Advancement of Science]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: American Association for the Advancement of Science
Context triple: [Frances Arnold, memberOf, American Association for the Advancement of Science]
  • A. American Association for the Advancement of Science chosen
    The American Association for the Advancement of Science is a leading international nonprofit organization dedicated to advancing science, engineering, and innovation for the benefit of all people, best known for publishing the journal Science.
  • B. National Academy of Sciences
    The National Academy of Sciences is a private, nonprofit society of distinguished scholars in the United States that advises the nation on matters related to science and technology.
  • C. American Philosophical Society
    The American Philosophical Society is a prestigious scholarly organization founded in 1743 by Benjamin Franklin, dedicated to promoting knowledge in the sciences and humanities through research, publications, and meetings.
  • D. International Science Council
    The International Science Council is a global non-governmental organization that brings together scientific unions and national academies to promote international scientific collaboration and influence science policy worldwide.
  • E. American Institute of Physics
    The American Institute of Physics is a federation of scientific societies that promotes the advancement and dissemination of knowledge in physics and related fields through publishing, education, and outreach.
  • 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_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_69a36729974c819091d999022059c4a7 completed Feb. 28, 2026, 10:07 p.m.
Created at: Feb. 28, 2026, 2:06 a.m.