Triple

T3763665
Position Surface form Disambiguated ID Type / Status
Subject Biological and Environmental Research program E82619 entity
Predicate hasSubprogram P17453 FINISHED
Object Environmental System Science program
The Environmental System Science program is a U.S. Department of Energy research initiative that supports fundamental studies of terrestrial ecosystems and their responses to environmental change, often through field experiments and modeling.
E386204 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: Environmental System Science program | Statement: [Biological and Environmental Research program, hasSubprogram, Environmental System Science program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Environmental System Science program
Context triple: [Biological and Environmental Research program, hasSubprogram, Environmental System Science program]
  • A. Center for Earth System Research and Sustainability
    The Center for Earth System Research and Sustainability is a research institute at the University of Hamburg focused on interdisciplinary studies of the Earth’s climate system, environmental change, and sustainable development.
  • B. Earth system science
    Earth system science is an interdisciplinary field that studies the Earth as an integrated system of interacting components—including the atmosphere, hydrosphere, biosphere, geosphere, and human activities—to understand global processes and changes.
  • C. MIT Joint Program on the Science and Policy of Global Change
    The MIT Joint Program on the Science and Policy of Global Change is a multidisciplinary research initiative that integrates climate science, economics, and policy analysis to inform strategies for addressing global environmental and climate challenges.
  • D. Center for Global Change Science
    The Center for Global Change Science is an MIT research center that advances understanding of the Earth’s climate system and global environmental change through interdisciplinary science and modeling.
  • E. Beaches and Coastal Systems Program
    The Beaches and Coastal Systems Program is a Florida state initiative focused on managing, protecting, and restoring the state’s beaches and coastal environments through regulation, monitoring, and coastal engineering projects.
  • 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: Environmental System Science program
Triple: [Biological and Environmental Research program, hasSubprogram, Environmental System Science program]
Generated description
The Environmental System Science program is a U.S. Department of Energy research initiative that supports fundamental studies of terrestrial ecosystems and their responses to environmental change, often through field experiments and modeling.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Environmental System Science program
Target entity description: The Environmental System Science program is a U.S. Department of Energy research initiative that supports fundamental studies of terrestrial ecosystems and their responses to environmental change, often through field experiments and modeling.
  • A. Center for Earth System Research and Sustainability
    The Center for Earth System Research and Sustainability is a research institute at the University of Hamburg focused on interdisciplinary studies of the Earth’s climate system, environmental change, and sustainable development.
  • B. Earth system science
    Earth system science is an interdisciplinary field that studies the Earth as an integrated system of interacting components—including the atmosphere, hydrosphere, biosphere, geosphere, and human activities—to understand global processes and changes.
  • C. MIT Joint Program on the Science and Policy of Global Change
    The MIT Joint Program on the Science and Policy of Global Change is a multidisciplinary research initiative that integrates climate science, economics, and policy analysis to inform strategies for addressing global environmental and climate challenges.
  • D. Center for Global Change Science
    The Center for Global Change Science is an MIT research center that advances understanding of the Earth’s climate system and global environmental change through interdisciplinary science and modeling.
  • E. Beaches and Coastal Systems Program
    The Beaches and Coastal Systems Program is a Florida state initiative focused on managing, protecting, and restoring the state’s beaches and coastal environments through regulation, monitoring, and coastal engineering projects.
  • 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_69ad8b207b0081909d2b48843fbd8795 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcbfbecf8819099d80af480cbe2d2 completed March 8, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4e51e54108190ab60e189cfbb0db0 completed March 14, 2026, 4:33 a.m.
NEDg Description generation batch_69b4e6a49ffc81908d6322b1ca6f6327 completed March 14, 2026, 4:40 a.m.
NED2 Entity disambiguation (via description) batch_69b4e7311cc4819098926b36b94cae96 completed March 14, 2026, 4:42 a.m.
Created at: March 8, 2026, 3:35 p.m.