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.