Triple

T797304
Position Surface form Disambiguated ID Type / Status
Subject Leo Szilard E17050 entity
Predicate memberOf P10 FINISHED
Object Federation of American Scientists
The Federation of American Scientists is a U.S.-based nonprofit policy and advocacy organization focused on issues such as nuclear security, science policy, and government transparency.
E94912 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: Federation of American Scientists | Statement: [Leo Szilard, memberOf, Federation of American Scientists]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Federation of American Scientists
Context triple: [Leo Szilard, memberOf, Federation of American Scientists]
  • A. Pugwash Conferences on Science and World Affairs
    The Pugwash Conferences on Science and World Affairs is an international organization that brings scientists and public figures together to reduce the danger of armed conflict and seek cooperative solutions to global security and disarmament issues.
  • B. National Academies of Sciences, Engineering, and Medicine
    The National Academies of Sciences, Engineering, and Medicine is a collective advisory organization in the United States that provides independent, evidence-based guidance on scientific, engineering, and medical issues to policymakers and the public.
  • C. Washington Institute
    Washington Institute was the original name of what is now Washington University in St. Louis, a major private research university in Missouri.
  • D. National Research Council
    The National Research Council is a U.S. organization that provides independent, expert advice on scientific, engineering, and medical issues to inform public policy and decision-making.
  • E. President’s Council of Advisors on Science and Technology
    The President’s Council of Advisors on Science and Technology is a high-level advisory group of leading scientists, engineers, and technologists that provides the U.S. President with expert guidance on science, technology, and innovation policy.
  • 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: Federation of American Scientists
Triple: [Leo Szilard, memberOf, Federation of American Scientists]
Generated description
The Federation of American Scientists is a U.S.-based nonprofit policy and advocacy organization focused on issues such as nuclear security, science policy, and government transparency.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Federation of American Scientists
Target entity description: The Federation of American Scientists is a U.S.-based nonprofit policy and advocacy organization focused on issues such as nuclear security, science policy, and government transparency.
  • A. Pugwash Conferences on Science and World Affairs
    The Pugwash Conferences on Science and World Affairs is an international organization that brings scientists and public figures together to reduce the danger of armed conflict and seek cooperative solutions to global security and disarmament issues.
  • B. National Academies of Sciences, Engineering, and Medicine
    The National Academies of Sciences, Engineering, and Medicine is a collective advisory organization in the United States that provides independent, evidence-based guidance on scientific, engineering, and medical issues to policymakers and the public.
  • C. Washington Institute
    Washington Institute was the original name of what is now Washington University in St. Louis, a major private research university in Missouri.
  • D. National Research Council
    The National Research Council is a U.S. organization that provides independent, expert advice on scientific, engineering, and medical issues to inform public policy and decision-making.
  • E. President’s Council of Advisors on Science and Technology
    The President’s Council of Advisors on Science and Technology is a high-level advisory group of leading scientists, engineers, and technologists that provides the U.S. President with expert guidance on science, technology, and innovation policy.
  • 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_69a49378b9c48190adbf5f62e5b7aca1 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a7b342888190a344fe81a2c9f33c completed March 1, 2026, 8:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69a67f01cca881908c1d230048be1225 completed March 3, 2026, 6:26 a.m.
NEDg Description generation batch_69a6800b410881909d95ab4c3612b501 completed March 3, 2026, 6:30 a.m.
NED2 Entity disambiguation (via description) batch_69a680bae34481909255d07f325d97d4 completed March 3, 2026, 6:33 a.m.
Created at: March 1, 2026, 7:38 p.m.