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.