Triple

T5324926
Position Surface form Disambiguated ID Type / Status
Subject Environmental Quality Incentives Program E121762 entity
Predicate replaced P101 FINISHED
Object Integrated Farm Management Program
The Integrated Farm Management Program was a U.S. Department of Agriculture initiative that promoted environmentally sound, whole-farm conservation practices before being superseded by newer conservation programs.
E511891 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: Integrated Farm Management Program | Statement: [Environmental Quality Incentives Program, replaced, Integrated Farm Management Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Integrated Farm Management Program
Context triple: [Environmental Quality Incentives Program, replaced, Integrated Farm Management Program]
  • A. Successful Farming
    Successful Farming is a long-running American agricultural magazine providing news, advice, and resources for farmers and rural communities.
  • B. Alternative Farming Systems Information Center
    The Alternative Farming Systems Information Center is a specialized resource center that provides information and research support on sustainable, organic, and alternative agricultural practices.
  • C. Livestock and Poultry Program
    The Livestock and Poultry Program is a division within the USDA’s Agricultural Marketing Service that oversees grading, certification, and market support services for meat, livestock, and poultry industries in the United States.
  • D. Cultivation System
    The Cultivation System was a 19th-century Dutch colonial policy in the East Indies that forced Javanese peasants to grow export crops for the benefit of the Netherlands, leading to widespread exploitation and hardship.
  • E. 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.
  • 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: Integrated Farm Management Program
Triple: [Environmental Quality Incentives Program, replaced, Integrated Farm Management Program]
Generated description
The Integrated Farm Management Program was a U.S. Department of Agriculture initiative that promoted environmentally sound, whole-farm conservation practices before being superseded by newer conservation programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Integrated Farm Management Program
Target entity description: The Integrated Farm Management Program was a U.S. Department of Agriculture initiative that promoted environmentally sound, whole-farm conservation practices before being superseded by newer conservation programs.
  • A. Successful Farming
    Successful Farming is a long-running American agricultural magazine providing news, advice, and resources for farmers and rural communities.
  • B. Alternative Farming Systems Information Center
    The Alternative Farming Systems Information Center is a specialized resource center that provides information and research support on sustainable, organic, and alternative agricultural practices.
  • C. Livestock and Poultry Program
    The Livestock and Poultry Program is a division within the USDA’s Agricultural Marketing Service that oversees grading, certification, and market support services for meat, livestock, and poultry industries in the United States.
  • D. Cultivation System
    The Cultivation System was a 19th-century Dutch colonial policy in the East Indies that forced Javanese peasants to grow export crops for the benefit of the Netherlands, leading to widespread exploitation and hardship.
  • E. 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.
  • 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.