Triple

T6998816
Position Surface form Disambiguated ID Type / Status
Subject California Department of Food and Agriculture E162282 entity
Predicate hasProgram P178 FINISHED
Object Healthy Soils Program
The Healthy Soils Program is a California initiative that provides incentives and support for farmers and ranchers to adopt soil management practices that improve soil health, sequester carbon, and reduce greenhouse gas emissions.
E634516 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: Healthy Soils Program | Statement: [California Department of Food and Agriculture, hasProgram, Healthy Soils Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Healthy Soils Program
Context triple: [California Department of Food and Agriculture, hasProgram, Healthy Soils Program]
  • A. 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.
  • B. USDA conservation programs
    USDA conservation programs are a suite of federal initiatives that provide financial and technical assistance to landowners and producers to protect natural resources, enhance wildlife habitat, and promote sustainable agricultural land use.
  • C. Agricultural Conservation Easement Program
    The Agricultural Conservation Easement Program is a U.S. Department of Agriculture initiative that provides financial and technical assistance to help landowners conserve agricultural lands and wetlands through long-term or permanent easements.
  • D. Center for Sustainable Landscapes
    The Center for Sustainable Landscapes is a highly acclaimed green building and education center in Pittsburgh known for its net-zero energy design and leadership in sustainable landscape and building practices.
  • E. Conservation Stewardship Program
    The Conservation Stewardship Program is a U.S. Department of Agriculture initiative that provides financial and technical assistance to farmers and landowners to enhance and maintain conservation practices on working agricultural and forest lands.
  • 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: Healthy Soils Program
Triple: [California Department of Food and Agriculture, hasProgram, Healthy Soils Program]
Generated description
The Healthy Soils Program is a California initiative that provides incentives and support for farmers and ranchers to adopt soil management practices that improve soil health, sequester carbon, and reduce greenhouse gas emissions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Healthy Soils Program
Target entity description: The Healthy Soils Program is a California initiative that provides incentives and support for farmers and ranchers to adopt soil management practices that improve soil health, sequester carbon, and reduce greenhouse gas emissions.
  • A. 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.
  • B. USDA conservation programs
    USDA conservation programs are a suite of federal initiatives that provide financial and technical assistance to landowners and producers to protect natural resources, enhance wildlife habitat, and promote sustainable agricultural land use.
  • C. Agricultural Conservation Easement Program
    The Agricultural Conservation Easement Program is a U.S. Department of Agriculture initiative that provides financial and technical assistance to help landowners conserve agricultural lands and wetlands through long-term or permanent easements.
  • D. Center for Sustainable Landscapes
    The Center for Sustainable Landscapes is a highly acclaimed green building and education center in Pittsburgh known for its net-zero energy design and leadership in sustainable landscape and building practices.
  • E. Conservation Stewardship Program
    The Conservation Stewardship Program is a U.S. Department of Agriculture initiative that provides financial and technical assistance to farmers and landowners to enhance and maintain conservation practices on working agricultural and forest lands.
  • 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_69c68857ffc08190857dc62cd5253777 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dbf083b481909dd30e28e908dfdf completed March 27, 2026, 7:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69c76a2c510c8190b7c86f8b399388ae completed March 28, 2026, 5:42 a.m.
NEDg Description generation batch_69c76b1d881481908ef5a6614246ca1e completed March 28, 2026, 5:46 a.m.
NED2 Entity disambiguation (via description) batch_69c76be95ecc8190a57ff197f236d434 completed March 28, 2026, 5:49 a.m.
Created at: March 27, 2026, 2:33 p.m.