Triple

T5324701
Position Surface form Disambiguated ID Type / Status
Subject Risk Management Agency E121757 entity
Predicate program P804 FINISHED
Object Noninsured Crop Disaster Assistance Program (policy and product support role)
The Noninsured Crop Disaster Assistance Program is a U.S. Department of Agriculture safety-net program that provides financial assistance to producers of noninsurable crops when low yields, loss of inventory, or prevented planting occur due to natural disasters.
E511881 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: Noninsured Crop Disaster Assistance Program (policy and product support role) | Statement: [Risk Management Agency, program, Noninsured Crop Disaster Assistance Program (policy and product support role)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Noninsured Crop Disaster Assistance Program (policy and product support role)
Context triple: [Risk Management Agency, program, Noninsured Crop Disaster Assistance Program (policy and product support role)]
  • A. 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.
  • B. Specialty Crops Program
    The Specialty Crops Program is a division of the USDA that supports the marketing, competitiveness, and economic viability of fruits, vegetables, tree nuts, and other non-commodity crops through grants, research, and industry services.
  • C. National Programs in Crop Production and Protection
    National Programs in Crop Production and Protection are coordinated U.S. Agricultural Research Service initiatives that develop and apply scientific advances to improve crop yields, resilience, and protection from pests, diseases, and environmental stresses.
  • D. CROP agencies
    CROP agencies are a group of regional organizations in the Pacific that coordinate on development, policy, and technical issues to support Pacific Island countries and territories.
  • 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: Noninsured Crop Disaster Assistance Program (policy and product support role)
Triple: [Risk Management Agency, program, Noninsured Crop Disaster Assistance Program (policy and product support role)]
Generated description
The Noninsured Crop Disaster Assistance Program is a U.S. Department of Agriculture safety-net program that provides financial assistance to producers of noninsurable crops when low yields, loss of inventory, or prevented planting occur due to natural disasters.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Noninsured Crop Disaster Assistance Program (policy and product support role)
Target entity description: The Noninsured Crop Disaster Assistance Program is a U.S. Department of Agriculture safety-net program that provides financial assistance to producers of noninsurable crops when low yields, loss of inventory, or prevented planting occur due to natural disasters.
  • A. 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.
  • B. Specialty Crops Program
    The Specialty Crops Program is a division of the USDA that supports the marketing, competitiveness, and economic viability of fruits, vegetables, tree nuts, and other non-commodity crops through grants, research, and industry services.
  • C. National Programs in Crop Production and Protection
    National Programs in Crop Production and Protection are coordinated U.S. Agricultural Research Service initiatives that develop and apply scientific advances to improve crop yields, resilience, and protection from pests, diseases, and environmental stresses.
  • D. CROP agencies
    CROP agencies are a group of regional organizations in the Pacific that coordinate on development, policy, and technical issues to support Pacific Island countries and territories.
  • 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.