Triple

T2452448
Position Surface form Disambiguated ID Type / Status
Subject AAAS Center for Public Engagement with Science and Technology E53736 entity
Predicate sponsorOf P1807 FINISHED
Object AAAS Communicating Science workshops
AAAS Communicating Science workshops are professional development programs that train scientists and engineers to effectively engage and communicate with public audiences, policymakers, and the media.
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 Communicating Science workshops | Statement: [AAAS Center for Public Engagement with Science and Technology, sponsorOf, AAAS Communicating Science workshops]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: AAAS Communicating Science workshops
Context triple: [AAAS Center for Public Engagement with Science and Technology, sponsorOf, AAAS Communicating Science workshops]
  • A. 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.
  • 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. Open Science Conference
    The Open Science Conference is a major international forum for researchers to present and discuss the latest scientific findings related to Antarctica and the Southern Ocean.
  • D. Society for the Anthropology of Science, Technology, and Computing
    The Society for the Anthropology of Science, Technology, and Computing is a scholarly section of anthropologists focused on the cultural, social, and political dimensions of science, technology, and digital systems.
  • 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 Communicating Science workshops
Triple: [AAAS Center for Public Engagement with Science and Technology, sponsorOf, AAAS Communicating Science workshops]
Generated description
AAAS Communicating Science workshops are professional development programs that train scientists and engineers to effectively engage and communicate with public audiences, policymakers, and the media.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: AAAS Communicating Science workshops
Target entity description: AAAS Communicating Science workshops are professional development programs that train scientists and engineers to effectively engage and communicate with public audiences, policymakers, and the media.
  • A. AAAS Center for Public Engagement with Science and Technology chosen
    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.
  • 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. Open Science Conference
    The Open Science Conference is a major international forum for researchers to present and discuss the latest scientific findings related to Antarctica and the Southern Ocean.
  • D. Society for the Anthropology of Science, Technology, and Computing
    The Society for the Anthropology of Science, Technology, and Computing is a scholarly section of anthropologists focused on the cultural, social, and political dimensions of science, technology, and digital systems.
  • E. Benchmarks for Science Literacy
    Benchmarks for Science Literacy is a key AAAS Project 2061 publication that outlines grade-level learning goals to guide K–12 science education reform in the United States.
  • F. None of above.

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_69ab495d227c8190b26ae6548eeb1019 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd0f52524819088b00009c9dd1823 completed March 7, 2026, 7:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69aef0c544788190bb0e8c5ae4a32ff0 completed March 9, 2026, 4:09 p.m.
NEDg Description generation batch_69aef53740508190893b14bb1b411a30 completed March 9, 2026, 4:28 p.m.
NED2 Entity disambiguation (via description) batch_69aef9594024819088e7afc0e64429ff completed March 9, 2026, 4:46 p.m.
Created at: March 6, 2026, 9:43 p.m.