Triple

T5324935
Position Surface form Disambiguated ID Type / Status
Subject Environmental Quality Incentives Program E121762 entity
Predicate hasPart P35 FINISHED
Object EQIP On-Farm Energy Initiative
The EQIP On-Farm Energy Initiative is a USDA conservation program component that helps agricultural producers improve on-farm energy efficiency through assessments and financial assistance for energy-saving practices and equipment.
E121762 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: EQIP On-Farm Energy Initiative | Statement: [Environmental Quality Incentives Program, hasPart, EQIP On-Farm Energy Initiative]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: EQIP On-Farm Energy Initiative
Context triple: [Environmental Quality Incentives Program, hasPart, EQIP On-Farm Energy Initiative]
  • 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. Environmental Quality Incentives Program
    The Environmental Quality Incentives Program is a U.S. Department of Agriculture initiative that provides financial and technical assistance to farmers and ranchers to implement conservation practices that improve soil, water, air, and wildlife habitat on working lands.
  • C. 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.
  • D. Missouri Energy Loan Program
    The Missouri Energy Loan Program is a state-run financing initiative that provides low-interest loans to public entities in Missouri to implement energy efficiency and renewable energy projects.
  • E. DOE Bioenergy Research Centers
    The DOE Bioenergy Research Centers are U.S. Department of Energy-funded research consortia focused on developing advanced scientific and technological solutions for sustainable biofuels and bioproducts from renewable biomass.
  • 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: EQIP On-Farm Energy Initiative
Triple: [Environmental Quality Incentives Program, hasPart, EQIP On-Farm Energy Initiative]
Generated description
The EQIP On-Farm Energy Initiative is a USDA conservation program component that helps agricultural producers improve on-farm energy efficiency through assessments and financial assistance for energy-saving practices and equipment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: EQIP On-Farm Energy Initiative
Target entity description: The EQIP On-Farm Energy Initiative is a USDA conservation program component that helps agricultural producers improve on-farm energy efficiency through assessments and financial assistance for energy-saving practices and equipment.
  • 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. Environmental Quality Incentives Program chosen
    The Environmental Quality Incentives Program is a U.S. Department of Agriculture initiative that provides financial and technical assistance to farmers and ranchers to implement conservation practices that improve soil, water, air, and wildlife habitat on working lands.
  • C. 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.
  • D. Missouri Energy Loan Program
    The Missouri Energy Loan Program is a state-run financing initiative that provides low-interest loans to public entities in Missouri to implement energy efficiency and renewable energy projects.
  • E. DOE Bioenergy Research Centers
    The DOE Bioenergy Research Centers are U.S. Department of Energy-funded research consortia focused on developing advanced scientific and technological solutions for sustainable biofuels and bioproducts from renewable biomass.
  • 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_69bd463d956c819088105c3db802c017 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd857b41e0819091a51286d0de214c completed March 20, 2026, 5:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf18abdcc48190bca5c7fc354c2471 completed March 21, 2026, 10:16 p.m.
NEDg Description generation batch_69bf19a73b888190a903124a9da5e172 completed March 21, 2026, 10:20 p.m.
NED2 Entity disambiguation (via description) batch_69bf19fc79148190a02c4ddf2f6abdf7 completed March 21, 2026, 10:21 p.m.
Created at: March 20, 2026, 1:59 p.m.