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.