Triple

T5487986
Position Surface form Disambiguated ID Type / Status
Subject Agricultural Conservation Easement Program E123631 entity
Predicate hasComponent P35 FINISHED
Object ACEP-Agricultural Land Easements
ACEP-Agricultural Land Easements is a USDA conservation tool that protects working agricultural lands by purchasing easements that restrict non-farm development while keeping the land in productive use.
E123631 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: ACEP-Agricultural Land Easements | Statement: [Agricultural Conservation Easement Program, hasComponent, ACEP-Agricultural Land Easements]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ACEP-Agricultural Land Easements
Context triple: [Agricultural Conservation Easement Program, hasComponent, ACEP-Agricultural Land Easements]
  • A. 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.
  • B. EQIP
    EQIP is a U.S. Department of Agriculture cost-share program that helps farmers and ranchers implement conservation practices to improve soil, water, and other natural resources on working lands.
  • C. Agricultural Act of 1970
    The Agricultural Act of 1970 was a major U.S. farm bill that restructured federal agricultural support programs, shifting toward more flexible production controls and income support for farmers.
  • D. EQIP Wildlife Habitat Incentive Area
    EQIP Wildlife Habitat Incentive Area is a component of the Environmental Quality Incentives Program focused on supporting landowners in creating, restoring, and enhancing wildlife habitat on agricultural and forest lands.
  • E. 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.
  • 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: ACEP-Agricultural Land Easements
Triple: [Agricultural Conservation Easement Program, hasComponent, ACEP-Agricultural Land Easements]
Generated description
ACEP-Agricultural Land Easements is a USDA conservation tool that protects working agricultural lands by purchasing easements that restrict non-farm development while keeping the land in productive use.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ACEP-Agricultural Land Easements
Target entity description: ACEP-Agricultural Land Easements is a USDA conservation tool that protects working agricultural lands by purchasing easements that restrict non-farm development while keeping the land in productive use.
  • A. Agricultural Conservation Easement Program chosen
    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.
  • B. EQIP
    EQIP is a U.S. Department of Agriculture cost-share program that helps farmers and ranchers implement conservation practices to improve soil, water, and other natural resources on working lands.
  • C. Agricultural Act of 1970
    The Agricultural Act of 1970 was a major U.S. farm bill that restructured federal agricultural support programs, shifting toward more flexible production controls and income support for farmers.
  • D. EQIP Wildlife Habitat Incentive Area
    EQIP Wildlife Habitat Incentive Area is a component of the Environmental Quality Incentives Program focused on supporting landowners in creating, restoring, and enhancing wildlife habitat on agricultural and forest lands.
  • E. 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.
  • 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_69bd464a2d908190869324ce176779c8 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd9264d014819097c83bb5c2bb8c39 completed March 20, 2026, 6:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf48aa12708190add69c5fd51d161d completed March 22, 2026, 1:40 a.m.
NEDg Description generation batch_69bf4a2b6c508190ad13f6d9823ad747 completed March 22, 2026, 1:47 a.m.
NED2 Entity disambiguation (via description) batch_69bf4a87d1fc8190a0e0e75d6f9cd766 completed March 22, 2026, 1:48 a.m.
Created at: March 20, 2026, 2:10 p.m.