Triple

T420988
Position Surface form Disambiguated ID Type / Status
Subject American Association for the Advancement of Science E8100 entity
Predicate hasPart P35 FINISHED
Object AAAS Center for Public Engagement with Science and Technology
The AAAS Center for Public Engagement with Science and Technology is a program of the American Association for the Advancement of Science that promotes effective communication and collaboration between scientists and the public.
E53736 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: AAAS Center for Public Engagement with Science and Technology | Statement: [American Association for the Advancement of Science, hasPart, AAAS Center for Public Engagement with Science and Technology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: AAAS Center for Public Engagement with Science and Technology
Context triple: [American Association for the Advancement of Science, hasPart, AAAS Center for Public Engagement with Science and Technology]
  • A. American Association for the Advancement of Science
    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. AAAS Project 2061
    AAAS Project 2061 is a long-term science education reform initiative by the American Association for the Advancement of Science aimed at improving scientific literacy for all students by the year 2061.
  • C. 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.
  • D. 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.
  • E. Center for Public Research and Leadership
    The Center for Public Research and Leadership is an interdisciplinary initiative at Columbia University that trains students and professionals to improve public education systems and other public-sector institutions through research, consulting, and leadership development.
  • 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: AAAS Center for Public Engagement with Science and Technology
Triple: [American Association for the Advancement of Science, hasPart, AAAS Center for Public Engagement with Science and Technology]
Generated description
The AAAS Center for Public Engagement with Science and Technology is a program of the American Association for the Advancement of Science that promotes effective communication and collaboration between scientists and the public.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: AAAS Center for Public Engagement with Science and Technology
Target entity description: The AAAS Center for Public Engagement with Science and Technology is a program of the American Association for the Advancement of Science that promotes effective communication and collaboration between scientists and the public.
  • A. American Association for the Advancement of Science
    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. AAAS Project 2061
    AAAS Project 2061 is a long-term science education reform initiative by the American Association for the Advancement of Science aimed at improving scientific literacy for all students by the year 2061.
  • C. 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.
  • D. 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.
  • E. Center for Public Research and Leadership
    The Center for Public Research and Leadership is an interdisciplinary initiative at Columbia University that trains students and professionals to improve public education systems and other public-sector institutions through research, consulting, and leadership development.
  • 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_69a2e7f1d1bc81909cf2dc9754a3c334 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2eebf65cc81908196fee4f09d5889 completed Feb. 28, 2026, 1:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69a42a15efe88190b1dc3337bd775723 completed March 1, 2026, 11:59 a.m.
NEDg Description generation batch_69a42a7dc3108190ad644aee25d95d50 completed March 1, 2026, 12:01 p.m.
NED2 Entity disambiguation (via description) batch_69a42b19e7148190816b50e00319b12b completed March 1, 2026, 12:03 p.m.
Created at: Feb. 28, 2026, 1:11 p.m.