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.