Triple

T420989
Position Surface form Disambiguated ID Type / Status
Subject American Association for the Advancement of Science E8100 entity
Predicate hasPart P35 FINISHED
Object 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.
 E53332 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 Project 2061 | Statement: [American Association for the Advancement of Science, hasPart, AAAS Project 2061]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: AAAS Project 2061
Context triple: [American Association for the Advancement of Science, hasPart, AAAS Project 2061]
  • 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. The Advancement of Learning
    The Advancement of Learning is a 1605 philosophical treatise by Francis Bacon that argues for the systematic reform and expansion of human knowledge through empirical inquiry and the scientific method.
  • 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. The George Lucas Educational Foundation
    The George Lucas Educational Foundation is a nonprofit organization dedicated to improving K–12 education through innovative teaching strategies, research, and the sharing of best practices, best known for its Edutopia platform.
  • E. CBE—Life Sciences Education
    CBE—Life Sciences Education is a peer-reviewed, open-access journal focusing on research and evidence-based practices in biology and life sciences education.
  • 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 Project 2061
Triple: [American Association for the Advancement of Science, hasPart, AAAS Project 2061]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: AAAS Project 2061
Target entity description: 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.
  • 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. The Advancement of Learning
    The Advancement of Learning is a 1605 philosophical treatise by Francis Bacon that argues for the systematic reform and expansion of human knowledge through empirical inquiry and the scientific method.
  • 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. The George Lucas Educational Foundation
    The George Lucas Educational Foundation is a nonprofit organization dedicated to improving K–12 education through innovative teaching strategies, research, and the sharing of best practices, best known for its Edutopia platform.
  • E. CBE—Life Sciences Education
    CBE—Life Sciences Education is a peer-reviewed, open-access journal focusing on research and evidence-based practices in biology and life sciences education.
  • 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_69a425453ee08190bbed80bd65729e51 completed March 1, 2026, 11:38 a.m.
NEDg Description generation batch_69a42635b4388190a69f63491b88c466 completed March 1, 2026, 11:42 a.m.
NED2 Entity disambiguation (via description) batch_69a4268e6a5081909660c486d53db99e completed March 1, 2026, 11:44 a.m.
Created at: Feb. 28, 2026, 1:11 p.m.