Triple

T5478058
Position Surface form Disambiguated ID Type / Status
Subject Agricultural Act of 2014 E123402 entity
Predicate createdProgram P6694 FINISHED
Object Agricultural Risk Coverage program
The Agricultural Risk Coverage program is a U.S. farm safety-net initiative that provides income support to producers when their crop revenues fall below guaranteed levels due to price or yield declines.
E522177 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: Agricultural Risk Coverage program | Statement: [Agricultural Act of 2014, createdProgram, Agricultural Risk Coverage program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Agricultural Risk Coverage program
Context triple: [Agricultural Act of 2014, createdProgram, Agricultural Risk Coverage program]
  • A. Federal Crop Insurance Program
    The Federal Crop Insurance Program is a U.S. government initiative that provides subsidized insurance to help farmers manage financial risks from crop losses due to natural disasters and market fluctuations.
  • B. 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.
  • C. 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.
  • D. Federal Crop Insurance Act
    The Federal Crop Insurance Act is a U.S. law that establishes and governs the federal crop insurance program to help farmers manage agricultural production and price risks.
  • E. 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.
  • 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: Agricultural Risk Coverage program
Triple: [Agricultural Act of 2014, createdProgram, Agricultural Risk Coverage program]
Generated description
The Agricultural Risk Coverage program is a U.S. farm safety-net initiative that provides income support to producers when their crop revenues fall below guaranteed levels due to price or yield declines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Agricultural Risk Coverage program
Target entity description: The Agricultural Risk Coverage program is a U.S. farm safety-net initiative that provides income support to producers when their crop revenues fall below guaranteed levels due to price or yield declines.
  • A. Federal Crop Insurance Program
    The Federal Crop Insurance Program is a U.S. government initiative that provides subsidized insurance to help farmers manage financial risks from crop losses due to natural disasters and market fluctuations.
  • B. 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.
  • C. 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.
  • D. Federal Crop Insurance Act
    The Federal Crop Insurance Act is a U.S. law that establishes and governs the federal crop insurance program to help farmers manage agricultural production and price risks.
  • E. 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.
  • 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_69bd4648883481909e9775d43300c5fa completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd92460f008190bf9d64ddd9c507a7 completed March 20, 2026, 6:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf48a001c081909b0e9f1b36fd10db completed March 22, 2026, 1:40 a.m.
NEDg Description generation batch_69bf496861f08190aca539510ddfebbc completed March 22, 2026, 1:44 a.m.
NED2 Entity disambiguation (via description) batch_69bf49c564188190b4b3a40ee09b0461 completed March 22, 2026, 1:45 a.m.
Created at: March 20, 2026, 2:09 p.m.