Triple
T10652104
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marine Science programs at UC Santa Barbara |
E250994
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object |
Bren School of Environmental Science & Management at UC Santa Barbara
The Bren School of Environmental Science & Management at UC Santa Barbara is a graduate professional school renowned for its interdisciplinary training and research in environmental science, policy, and management.
|
E877295
|
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: Bren School of Environmental Science & Management at UC Santa Barbara | Statement: [Marine Science programs at UC Santa Barbara, collaboratesWith, Bren School of Environmental Science & Management at UC Santa Barbara]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bren School of Environmental Science & Management at UC Santa Barbara Context triple: [Marine Science programs at UC Santa Barbara, collaboratesWith, Bren School of Environmental Science & Management at UC Santa Barbara]
-
A.
Doerr School of Sustainability
The Doerr School of Sustainability is Stanford University's academic school dedicated to research and education on climate, environmental science, and sustainable solutions for the planet.
-
B.
Yale School of the Environment
Yale School of the Environment is a graduate professional school at Yale University specializing in environmental science, policy, and management education and research.
-
C.
Odum School of Ecology
The Odum School of Ecology is a specialized academic unit renowned for its research and education in ecology and environmental science.
-
D.
Nicholas School of the Environment
The Nicholas School of the Environment is Duke University’s graduate and professional school dedicated to environmental science, policy, and management education and research.
-
E.
Columbia Climate School
Columbia Climate School is a Columbia University institution dedicated to research, education, and solutions on climate change and sustainability.
- 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: Bren School of Environmental Science & Management at UC Santa Barbara Triple: [Marine Science programs at UC Santa Barbara, collaboratesWith, Bren School of Environmental Science & Management at UC Santa Barbara]
Generated description
The Bren School of Environmental Science & Management at UC Santa Barbara is a graduate professional school renowned for its interdisciplinary training and research in environmental science, policy, and management.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bren School of Environmental Science & Management at UC Santa Barbara Target entity description: The Bren School of Environmental Science & Management at UC Santa Barbara is a graduate professional school renowned for its interdisciplinary training and research in environmental science, policy, and management.
-
A.
Doerr School of Sustainability
The Doerr School of Sustainability is Stanford University's academic school dedicated to research and education on climate, environmental science, and sustainable solutions for the planet.
-
B.
Yale School of the Environment
Yale School of the Environment is a graduate professional school at Yale University specializing in environmental science, policy, and management education and research.
-
C.
Odum School of Ecology
The Odum School of Ecology is a specialized academic unit renowned for its research and education in ecology and environmental science.
-
D.
Nicholas School of the Environment
The Nicholas School of the Environment is Duke University’s graduate and professional school dedicated to environmental science, policy, and management education and research.
-
E.
Columbia Climate School
Columbia Climate School is a Columbia University institution dedicated to research, education, and solutions on climate change and sustainability.
- 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_69d6aa5a4c4881908f39be6efe5981e5 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6dff78ec88190a4d1863fe87245f6 |
completed | April 8, 2026, 11:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d97a69a57c81908bf99cac0c0a49f2 |
completed | April 10, 2026, 10:32 p.m. |
| NEDg | Description generation | batch_69d97cc20448819094d650b9c1067dca |
completed | April 10, 2026, 10:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d97e13913081908dd1fb60fa44db05 |
completed | April 10, 2026, 10:47 p.m. |
Created at: April 8, 2026, 9:06 p.m.