Triple
T2277379
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Benioff Ocean Initiative |
E51201
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Marine Science programs at UC Santa Barbara
Marine Science programs at UC Santa Barbara are a suite of interdisciplinary academic and research initiatives focused on ocean and coastal systems, marine conservation, and environmental science.
|
E250994
|
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: Marine Science programs at UC Santa Barbara | Statement: [Benioff Ocean Initiative, partOf, Marine Science programs at UC Santa Barbara]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marine Science programs at UC Santa Barbara Context triple: [Benioff Ocean Initiative, partOf, Marine Science programs at UC Santa Barbara]
-
A.
Institute of Marine Sciences and Management
The Institute of Marine Sciences and Management is a research and graduate education center at Istanbul University focused on marine science, oceanography, and coastal environmental studies.
-
B.
Scripps Institution of Oceanography
Scripps Institution of Oceanography is a world-renowned research and education center focused on ocean, Earth, and atmospheric sciences and is part of the University of California, San Diego.
-
C.
National Sea Grant College Program
The National Sea Grant College Program is a U.S. federal–state partnership that supports research, education, and outreach to promote the conservation and sustainable use of coastal and marine resources through a network of university-based programs.
-
D.
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.
-
E.
School of Ocean and Earth Science and Technology
The School of Ocean and Earth Science and Technology is a leading research and educational institution specializing in oceanography, earth sciences, atmospheric sciences, and related technologies.
- 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: Marine Science programs at UC Santa Barbara Triple: [Benioff Ocean Initiative, partOf, Marine Science programs at UC Santa Barbara]
Generated description
Marine Science programs at UC Santa Barbara are a suite of interdisciplinary academic and research initiatives focused on ocean and coastal systems, marine conservation, and environmental science.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marine Science programs at UC Santa Barbara Target entity description: Marine Science programs at UC Santa Barbara are a suite of interdisciplinary academic and research initiatives focused on ocean and coastal systems, marine conservation, and environmental science.
-
A.
Institute of Marine Sciences and Management
The Institute of Marine Sciences and Management is a research and graduate education center at Istanbul University focused on marine science, oceanography, and coastal environmental studies.
-
B.
Scripps Institution of Oceanography
Scripps Institution of Oceanography is a world-renowned research and education center focused on ocean, Earth, and atmospheric sciences and is part of the University of California, San Diego.
-
C.
National Sea Grant College Program
The National Sea Grant College Program is a U.S. federal–state partnership that supports research, education, and outreach to promote the conservation and sustainable use of coastal and marine resources through a network of university-based programs.
-
D.
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.
-
E.
School of Ocean and Earth Science and Technology
The School of Ocean and Earth Science and Technology is a leading research and educational institution specializing in oceanography, earth sciences, atmospheric sciences, and related technologies.
- 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_69a88b08e4308190bdac9aebcca1c91a |
completed | March 4, 2026, 7:42 p.m. |
| NER | Named-entity recognition | batch_69abc1ee22988190b7fa28b0b62e8668 |
completed | March 7, 2026, 6:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae71e2a17081908539717619ad7187 |
completed | March 9, 2026, 7:08 a.m. |
| NEDg | Description generation | batch_69ae75ba1a988190ba59d3ce5e5c39a8 |
completed | March 9, 2026, 7:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae76246f6c81909a15262d2c4ea975 |
completed | March 9, 2026, 7:26 a.m. |
Created at: March 4, 2026, 7:48 p.m.