Triple
T2383797
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | California State University, Monterey Bay |
E46370
|
entity |
| Predicate | hasProgram |
P178
|
FINISHED |
| Object |
Environmental Science, Technology & Policy
Environmental Science, Technology & Policy is an interdisciplinary academic program that integrates scientific study of the environment with technological approaches and policy analysis to address complex environmental challenges.
|
E260839
|
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: Environmental Science, Technology & Policy | Statement: [California State University, Monterey Bay, hasProgram, Environmental Science, Technology & Policy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Environmental Science, Technology & Policy Context triple: [California State University, Monterey Bay, hasProgram, Environmental Science, Technology & Policy]
-
A.
Environmental Science & Technology
Environmental Science & Technology is a leading peer-reviewed scientific journal focusing on research in environmental science, technology, and policy.
-
B.
Integrated Science Assessments
Integrated Science Assessments are comprehensive EPA scientific reviews that synthesize the latest research on air pollutants to inform and support National Ambient Air Quality Standards.
-
C.
Environmental Impact Statements
Environmental Impact Statements are comprehensive documents that analyze the potential environmental consequences of proposed federal actions or projects and explore alternatives and mitigation measures.
-
D.
Environmental Stewardship
Environmental Stewardship was an agri-environment scheme in England that paid farmers and land managers to enhance biodiversity, protect natural resources, and improve the rural landscape through environmentally beneficial land management practices.
-
E.
School of Environment and Sustainability
The School of Environment and Sustainability is an academic unit at the University of Saskatchewan focused on interdisciplinary research and graduate education in environmental science, sustainability, and resource management.
- 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: Environmental Science, Technology & Policy Triple: [California State University, Monterey Bay, hasProgram, Environmental Science, Technology & Policy]
Generated description
Environmental Science, Technology & Policy is an interdisciplinary academic program that integrates scientific study of the environment with technological approaches and policy analysis to address complex environmental challenges.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Environmental Science, Technology & Policy Target entity description: Environmental Science, Technology & Policy is an interdisciplinary academic program that integrates scientific study of the environment with technological approaches and policy analysis to address complex environmental challenges.
-
A.
Environmental Science & Technology
Environmental Science & Technology is a leading peer-reviewed scientific journal focusing on research in environmental science, technology, and policy.
-
B.
Integrated Science Assessments
Integrated Science Assessments are comprehensive EPA scientific reviews that synthesize the latest research on air pollutants to inform and support National Ambient Air Quality Standards.
-
C.
Environmental Impact Statements
Environmental Impact Statements are comprehensive documents that analyze the potential environmental consequences of proposed federal actions or projects and explore alternatives and mitigation measures.
-
D.
Environmental Stewardship
Environmental Stewardship was an agri-environment scheme in England that paid farmers and land managers to enhance biodiversity, protect natural resources, and improve the rural landscape through environmentally beneficial land management practices.
-
E.
School of Environment and Sustainability
The School of Environment and Sustainability is an academic unit at the University of Saskatchewan focused on interdisciplinary research and graduate education in environmental science, sustainability, and resource management.
- 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_69a88a1554a48190a0180682bcf099be |
completed | March 4, 2026, 7:37 p.m. |
| NER | Named-entity recognition | batch_69abc7bc87d0819090cd9d19d748bcc3 |
completed | March 7, 2026, 6:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aea8b790bc8190ba399e252acec750 |
completed | March 9, 2026, 11:02 a.m. |
| NEDg | Description generation | batch_69aeabb22c708190898b44cdd8b97ff6 |
completed | March 9, 2026, 11:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69aeac141ca88190a9a91d0f5b25c341 |
completed | March 9, 2026, 11:16 a.m. |
Created at: March 4, 2026, 7:57 p.m.