Triple
T3022354
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | UC Agriculture and Natural Resources |
E82489
|
entity |
| Predicate | hasProgram |
P178
|
FINISHED |
| Object |
California Naturalist Program
The California Naturalist Program is an educational certification initiative that trains community members to understand, steward, and interpret California’s natural resources and ecosystems.
|
E320802
|
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: California Naturalist Program | Statement: [UC Agriculture and Natural Resources, hasProgram, California Naturalist Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: California Naturalist Program Context triple: [UC Agriculture and Natural Resources, hasProgram, California Naturalist Program]
-
A.
California Natural Resources Agency
The California Natural Resources Agency is a state government entity responsible for conserving, managing, and enhancing California’s natural, historical, and cultural resources through oversight of multiple departments and commissions.
-
B.
California Department of Conservation
The California Department of Conservation is a state agency responsible for managing and protecting California’s land, mineral, and energy resources while promoting public safety and environmental stewardship.
-
C.
California State Coastal Conservancy
The California State Coastal Conservancy is a state agency that protects, restores, and enhances California’s coastal and marine resources while improving public access to the shoreline.
-
D.
California Department of Parks and Recreation
The California Department of Parks and Recreation is the state agency responsible for managing and preserving California’s extensive system of state parks, historic sites, and natural and recreational resources.
-
E.
California Conservation Corps
The California Conservation Corps is a state-run program that engages young adults in environmental conservation, natural resource projects, and emergency response work across California.
- 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: California Naturalist Program Triple: [UC Agriculture and Natural Resources, hasProgram, California Naturalist Program]
Generated description
The California Naturalist Program is an educational certification initiative that trains community members to understand, steward, and interpret California’s natural resources and ecosystems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: California Naturalist Program Target entity description: The California Naturalist Program is an educational certification initiative that trains community members to understand, steward, and interpret California’s natural resources and ecosystems.
-
A.
California Natural Resources Agency
The California Natural Resources Agency is a state government entity responsible for conserving, managing, and enhancing California’s natural, historical, and cultural resources through oversight of multiple departments and commissions.
-
B.
California Department of Conservation
The California Department of Conservation is a state agency responsible for managing and protecting California’s land, mineral, and energy resources while promoting public safety and environmental stewardship.
-
C.
California State Coastal Conservancy
The California State Coastal Conservancy is a state agency that protects, restores, and enhances California’s coastal and marine resources while improving public access to the shoreline.
-
D.
California Department of Parks and Recreation
The California Department of Parks and Recreation is the state agency responsible for managing and preserving California’s extensive system of state parks, historic sites, and natural and recreational resources.
-
E.
California Conservation Corps
The California Conservation Corps is a state-run program that engages young adults in environmental conservation, natural resource projects, and emergency response work across California.
- 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_69ad8b1fb34081908c1b873e2b7273e1 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9a963034819093d96566e9b0cea9 |
completed | March 8, 2026, 3:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b1deafdcb881908174331d5bfc6349 |
completed | March 11, 2026, 9:29 p.m. |
| NEDg | Description generation | batch_69b1df36fc448190856cda08f83feded |
completed | March 11, 2026, 9:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1dfae6bb48190828820eae70e2f84 |
completed | March 11, 2026, 9:33 p.m. |
Created at: March 8, 2026, 3 p.m.