Triple

T20795043
Position Surface form Disambiguated ID Type / Status
Subject Great Plains Conservation Program E511888 entity
Predicate replacedBy P101 FINISHED
Object Soil Conservation Incentives programs
Soil Conservation Incentives programs were U.S. federal initiatives that provided financial and technical assistance to farmers and landowners to encourage the adoption of soil and water conservation practices.
E522826 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: Soil Conservation Incentives programs | Statement: [Great Plains Conservation Program, replacedBy, Soil Conservation Incentives programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Soil Conservation Incentives programs
Context triple: [Great Plains Conservation Program, replacedBy, Soil Conservation Incentives programs]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Conservation Reserve Program
    The Conservation Reserve Program is a U.S. federal land conservation initiative that pays farmers and landowners to remove environmentally sensitive land from agricultural production and restore it with conservation practices.
  • E. Farmland Protection Program
    The Farmland Protection Program is a U.S. federal initiative that provides funding and support to help preserve agricultural land by preventing its conversion to non-farm uses.
  • 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: Soil Conservation Incentives programs
Triple: [Great Plains Conservation Program, replacedBy, Soil Conservation Incentives programs]
Generated description
Soil Conservation Incentives programs were U.S. federal initiatives that provided financial and technical assistance to farmers and landowners to encourage the adoption of soil and water conservation practices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Soil Conservation Incentives programs
Target entity description: Soil Conservation Incentives programs were U.S. federal initiatives that provided financial and technical assistance to farmers and landowners to encourage the adoption of soil and water conservation practices.
  • A. USDA conservation programs chosen
    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.
  • B. 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.
  • C. 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.
  • D. Conservation Reserve Program
    The Conservation Reserve Program is a U.S. federal land conservation initiative that pays farmers and landowners to remove environmentally sensitive land from agricultural production and restore it with conservation practices.
  • E. Farmland Protection Program
    The Farmland Protection Program is a U.S. federal initiative that provides funding and support to help preserve agricultural land by preventing its conversion to non-farm uses.
  • F. None of above.

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_69e0b4cb83948190bd57bec21d78ed53 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c2acbac48190b9b46c8c2a761bd8 completed April 21, 2026, 12:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08f8be96c88190ac0e4385260f1960 completed May 16, 2026, 11:07 p.m.
NEDg Description generation batch_6a08f98877788190b9377f06807e3197 completed May 16, 2026, 11:11 p.m.
NED2 Entity disambiguation (via description) batch_6a08fa5e11f88190a615efec01873577 completed May 16, 2026, 11:14 p.m.
Created at: April 16, 2026, 12:39 p.m.