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.