Triple
T4368940
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Texas A&M AgriLife Extension Service |
E98845
|
entity |
| Predicate | program |
P804
|
FINISHED |
| Object |
Master Gardener program
The Master Gardener program is a volunteer training and certification initiative that educates community members in horticulture so they can assist with public gardening education and outreach.
|
E432563
|
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 Gardener program | Statement: [Texas A&M AgriLife Extension Service, program, Master Gardener program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Master Gardener program Context triple: [Texas A&M AgriLife Extension Service, program, Master Gardener program]
-
A.
GreenThumb community gardens program
The GreenThumb community gardens program is a New York City initiative that supports and manages a network of community gardens, providing resources, education, and coordination to promote urban gardening and green spaces.
-
B.
Specialty Crops Program
The Specialty Crops Program is a division of the USDA that supports the marketing, competitiveness, and economic viability of fruits, vegetables, tree nuts, and other non-commodity crops through grants, research, and industry services.
-
C.
Horticulture Center
The Horticulture Center is a public greenhouse and exhibition space in Philadelphia’s West Fairmount Park that showcases diverse plant collections and hosts educational and community events.
-
D.
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.
-
E.
Library of Horticulture
The Library of Horticulture is a specialized botanical and gardening library associated with the San Francisco Botanical Garden, offering resources on plants, horticulture, and landscape design.
- 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 Gardener program Triple: [Texas A&M AgriLife Extension Service, program, Master Gardener program]
Generated description
The Master Gardener program is a volunteer training and certification initiative that educates community members in horticulture so they can assist with public gardening education and outreach.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Master Gardener program Target entity description: The Master Gardener program is a volunteer training and certification initiative that educates community members in horticulture so they can assist with public gardening education and outreach.
-
A.
GreenThumb community gardens program
The GreenThumb community gardens program is a New York City initiative that supports and manages a network of community gardens, providing resources, education, and coordination to promote urban gardening and green spaces.
-
B.
Specialty Crops Program
The Specialty Crops Program is a division of the USDA that supports the marketing, competitiveness, and economic viability of fruits, vegetables, tree nuts, and other non-commodity crops through grants, research, and industry services.
-
C.
Horticulture Center
The Horticulture Center is a public greenhouse and exhibition space in Philadelphia’s West Fairmount Park that showcases diverse plant collections and hosts educational and community events.
-
D.
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.
-
E.
Library of Horticulture
The Library of Horticulture is a specialized botanical and gardening library associated with the San Francisco Botanical Garden, offering resources on plants, horticulture, and landscape design.
- 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.