Triple

T5324918
Position Surface form Disambiguated ID Type / Status
Subject Environmental Quality Incentives Program E121762 entity
Predicate abbreviation P43 FINISHED
Object 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.
 E511887 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 | Statement: [Environmental Quality Incentives Program, abbreviation, EQIP]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: EQIP
Context triple: [Environmental Quality Incentives Program, abbreviation, EQIP]
  • A. 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.
  • 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. United States federal farm programs
    United States federal farm programs are government initiatives that provide financial support, risk management, and regulatory frameworks to stabilize agricultural markets, support farm incomes, and ensure a reliable food supply.
  • D. Farm Aid
    Farm Aid is an annual benefit concert and nonprofit organization dedicated to supporting family farmers and promoting a sustainable food system in the United States.
  • E. Rural Area Formula Program
    The Rural Area Formula Program is a U.S. federal transit funding program that provides formula-based financial assistance to support public transportation services in rural and small communities.
  • 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
Triple: [Environmental Quality Incentives Program, abbreviation, EQIP]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: EQIP
Target entity description: 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.
  • A. 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.
  • 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. United States federal farm programs
    United States federal farm programs are government initiatives that provide financial support, risk management, and regulatory frameworks to stabilize agricultural markets, support farm incomes, and ensure a reliable food supply.
  • D. Farm Aid
    Farm Aid is an annual benefit concert and nonprofit organization dedicated to supporting family farmers and promoting a sustainable food system in the United States.
  • E. Rural Area Formula Program
    The Rural Area Formula Program is a U.S. federal transit funding program that provides formula-based financial assistance to support public transportation services in rural and small communities.
  • 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_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.