Triple

T861990
Position Surface form Disambiguated ID Type / Status
Subject Vandana Shiva E18617 entity
Predicate founded P104 FINISHED
Object Research Foundation for Science, Technology and Ecology
The Research Foundation for Science, Technology and Ecology is an Indian non-profit organization focused on environmental justice, biodiversity conservation, and sustainable agriculture.
E101817 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: Research Foundation for Science, Technology and Ecology | Statement: [Vandana Shiva, founded, Research Foundation for Science, Technology and Ecology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Research Foundation for Science, Technology and Ecology
Context triple: [Vandana Shiva, founded, Research Foundation for Science, Technology and Ecology]
  • A. Frontier Research Institute for Interdisciplinary Sciences
    The Frontier Research Institute for Interdisciplinary Sciences is a research center at Tohoku University that promotes cutting-edge, cross-disciplinary scientific collaboration across diverse fields.
  • B. M. S. Swaminathan Research Foundation
    The M. S. Swaminathan Research Foundation is an Indian non-profit research and development organization focused on sustainable agriculture, rural development, and food security, particularly for small and marginal farmers.
  • C. Division for the Application of Research Discoveries
    The Division for the Application of Research Discoveries is a branch of the National Heart, Lung, and Blood Institute focused on translating scientific findings into practical strategies, programs, and tools to improve public health.
  • D. Institute of Environmental Studies and Research
    The Institute of Environmental Studies and Research is a specialized graduate and research center at Cairo University focused on environmental science, policy, and sustainable development in Egypt and the surrounding region.
  • E. Institute for Conservation Research
    The Institute for Conservation Research is the San Diego Zoo’s scientific arm dedicated to advancing wildlife conservation through research, breeding programs, and habitat preservation initiatives worldwide.
  • 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: Research Foundation for Science, Technology and Ecology
Triple: [Vandana Shiva, founded, Research Foundation for Science, Technology and Ecology]
Generated description
The Research Foundation for Science, Technology and Ecology is an Indian non-profit organization focused on environmental justice, biodiversity conservation, and sustainable agriculture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Research Foundation for Science, Technology and Ecology
Target entity description: The Research Foundation for Science, Technology and Ecology is an Indian non-profit organization focused on environmental justice, biodiversity conservation, and sustainable agriculture.
  • A. Frontier Research Institute for Interdisciplinary Sciences
    The Frontier Research Institute for Interdisciplinary Sciences is a research center at Tohoku University that promotes cutting-edge, cross-disciplinary scientific collaboration across diverse fields.
  • B. M. S. Swaminathan Research Foundation
    The M. S. Swaminathan Research Foundation is an Indian non-profit research and development organization focused on sustainable agriculture, rural development, and food security, particularly for small and marginal farmers.
  • C. Division for the Application of Research Discoveries
    The Division for the Application of Research Discoveries is a branch of the National Heart, Lung, and Blood Institute focused on translating scientific findings into practical strategies, programs, and tools to improve public health.
  • D. Institute of Environmental Studies and Research
    The Institute of Environmental Studies and Research is a specialized graduate and research center at Cairo University focused on environmental science, policy, and sustainable development in Egypt and the surrounding region.
  • E. Institute for Conservation Research
    The Institute for Conservation Research is the San Diego Zoo’s scientific arm dedicated to advancing wildlife conservation through research, breeding programs, and habitat preservation initiatives worldwide.
  • 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_69a4938ce8688190a24bdfef82ba7d21 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4ac6631408190a19b83126fa86100 completed March 1, 2026, 9:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7a3c5c15c8190a91eb3746007ebf5 completed March 4, 2026, 3:15 a.m.
NEDg Description generation batch_69a7a613db0881908c14569257c53bb0 completed March 4, 2026, 3:25 a.m.
NED2 Entity disambiguation (via description) batch_69a7a66cc1108190a072cc7d9be2756c completed March 4, 2026, 3:26 a.m.
Created at: March 1, 2026, 7:39 p.m.