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.