Triple
T4368941
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Texas A&M AgriLife Extension Service |
E98845
|
entity |
| Predicate | program |
P804
|
FINISHED |
| Object |
Master Naturalist program
The Master Naturalist program is a volunteer training and certification initiative that educates participants in local ecology and conservation so they can support natural resource management and environmental education in their communities.
|
E432564
|
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: Master Naturalist program | Statement: [Texas A&M AgriLife Extension Service, program, Master Naturalist program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Master Naturalist program Context triple: [Texas A&M AgriLife Extension Service, program, Master Naturalist program]
-
A.
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.
-
B.
UC California Naturalist and Climate Stewards programs
The UC California Naturalist and Climate Stewards programs are University of California community education initiatives that train volunteers and community members in natural resource stewardship, environmental science, and climate resilience to support conservation and climate action across the state.
-
C.
Junior Ranger Program
The Junior Ranger Program is an educational initiative that engages children and families in learning about and helping to protect U.S. national parks through activities, exploration, and stewardship.
-
D.
Environment and Natural Resources Program
The Environment and Natural Resources Program is a research and policy initiative focused on addressing global environmental challenges and natural resource management within the context of international affairs and security.
-
E.
4-H Youth Development Program
The 4-H Youth Development Program is a nationwide educational initiative that empowers young people through hands-on projects in areas like agriculture, science, leadership, and citizenship.
- 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: Master Naturalist program Triple: [Texas A&M AgriLife Extension Service, program, Master Naturalist program]
Generated description
The Master Naturalist program is a volunteer training and certification initiative that educates participants in local ecology and conservation so they can support natural resource management and environmental education in their communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Master Naturalist program Target entity description: The Master Naturalist program is a volunteer training and certification initiative that educates participants in local ecology and conservation so they can support natural resource management and environmental education in their communities.
-
A.
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.
-
B.
UC California Naturalist and Climate Stewards programs
The UC California Naturalist and Climate Stewards programs are University of California community education initiatives that train volunteers and community members in natural resource stewardship, environmental science, and climate resilience to support conservation and climate action across the state.
-
C.
Junior Ranger Program
The Junior Ranger Program is an educational initiative that engages children and families in learning about and helping to protect U.S. national parks through activities, exploration, and stewardship.
-
D.
Environment and Natural Resources Program
The Environment and Natural Resources Program is a research and policy initiative focused on addressing global environmental challenges and natural resource management within the context of international affairs and security.
-
E.
4-H Youth Development Program
The 4-H Youth Development Program is a nationwide educational initiative that empowers young people through hands-on projects in areas like agriculture, science, leadership, and citizenship.
- 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_69b3454db3708190aeafd814413c4c3d |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b352034d3881909ed4b2f9eef5e823 |
completed | March 12, 2026, 11:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5dbd1646c8190b7db5d9a9445633c |
completed | March 14, 2026, 10:06 p.m. |
| NEDg | Description generation | batch_69b5dc587b108190a8e3da0fde98a7ce |
completed | March 14, 2026, 10:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5dcbf4d5081908d24bce8e2769124 |
completed | March 14, 2026, 10:10 p.m. |
Created at: March 12, 2026, 11:17 p.m.