Triple

T406230
Position Surface form Disambiguated ID Type / Status
Subject Marc Benioff E9389 entity
Predicate founded P104 FINISHED
Object Benioff Ocean Initiative
The Benioff Ocean Initiative is a marine conservation program based at UC Santa Barbara that funds and leads science-driven projects to tackle ocean pollution and other critical ocean health challenges.
E51201 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: Benioff Ocean Initiative | Statement: [Marc Benioff, founded, Benioff Ocean Initiative]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Benioff Ocean Initiative
Context triple: [Marc Benioff, founded, Benioff Ocean Initiative]
  • A. California Ocean Protection Council
    The California Ocean Protection Council is a state government body that coordinates and guides policy, science, and funding to protect and sustainably manage California’s ocean and coastal resources.
  • B. Pacific Marine Environmental Laboratory
    The Pacific Marine Environmental Laboratory is a NOAA research facility that studies oceanic and atmospheric processes, including climate, ecosystems, and marine hazards, to support environmental understanding and stewardship.
  • C. Eureka
    Eureka is a historic coastal city in Northern California known for its Victorian architecture, maritime heritage, and role as a regional cultural and economic center.
  • D. Eureka
    Eureka is the codename for the Eureka Conference, a World War II meeting between Allied leaders Franklin D. Roosevelt, Winston Churchill, and Joseph Stalin held in Tehran in 1943.
  • E. Anderson Cabot Center for Ocean Life
    The Anderson Cabot Center for Ocean Life is a marine research and conservation institute focused on advancing the science and protection of ocean ecosystems.
  • 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: Benioff Ocean Initiative
Triple: [Marc Benioff, founded, Benioff Ocean Initiative]
Generated description
The Benioff Ocean Initiative is a marine conservation program based at UC Santa Barbara that funds and leads science-driven projects to tackle ocean pollution and other critical ocean health challenges.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Benioff Ocean Initiative
Target entity description: The Benioff Ocean Initiative is a marine conservation program based at UC Santa Barbara that funds and leads science-driven projects to tackle ocean pollution and other critical ocean health challenges.
  • A. California Ocean Protection Council
    The California Ocean Protection Council is a state government body that coordinates and guides policy, science, and funding to protect and sustainably manage California’s ocean and coastal resources.
  • B. Pacific Marine Environmental Laboratory
    The Pacific Marine Environmental Laboratory is a NOAA research facility that studies oceanic and atmospheric processes, including climate, ecosystems, and marine hazards, to support environmental understanding and stewardship.
  • C. Eureka
    Eureka is the codename for the Eureka Conference, a World War II meeting between Allied leaders Franklin D. Roosevelt, Winston Churchill, and Joseph Stalin held in Tehran in 1943.
  • D. Eureka
    Eureka is a historic coastal city in Northern California known for its Victorian architecture, maritime heritage, and role as a regional cultural and economic center.
  • E. Anderson Cabot Center for Ocean Life
    The Anderson Cabot Center for Ocean Life is a marine research and conservation institute focused on advancing the science and protection of ocean ecosystems.
  • 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_69a2e8004cb88190b92ed1add6abf41a completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2ecbc00508190bbb602179273f29c completed Feb. 28, 2026, 1:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69a413f75e5481908b7a0f070dec5c56 completed March 1, 2026, 10:24 a.m.
NEDg Description generation batch_69a41464d2a8819085ee2fc8a86a7628 completed March 1, 2026, 10:26 a.m.
NED2 Entity disambiguation (via description) batch_69a414a7aff08190ab54f4118cec790d completed March 1, 2026, 10:27 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.