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.