Triple

T20794650
Position Surface form Disambiguated ID Type / Status
Subject Federal Crop Insurance Program E511879 entity
Predicate expandedBy P5633 FINISHED
Object Agricultural Risk Protection Act of 2000
The Agricultural Risk Protection Act of 2000 is a U.S. federal law that significantly reformed and strengthened farm risk management by enhancing crop insurance coverage and support for agricultural producers.
E1451334 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 Protection Act of 2000 | Statement: [Federal Crop Insurance Program, expandedBy, Agricultural Risk Protection Act of 2000]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Agricultural Risk Protection Act of 2000
Context triple: [Federal Crop Insurance Program, expandedBy, Agricultural Risk Protection Act of 2000]
  • A. Farm Security and Rural Investment Act of 2002
    The Farm Security and Rural Investment Act of 2002 is a comprehensive U.S. farm bill that reauthorized and expanded federal agricultural, conservation, nutrition, and rural development programs.
  • B. Federal Agriculture Improvement and Reform Act of 1996
    The Federal Agriculture Improvement and Reform Act of 1996 is a major U.S. farm bill that overhauled agricultural policy by phasing out traditional price supports and introducing more market-oriented, decoupled income support payments to farmers.
  • C. Food, Agriculture, Conservation, and Trade Act of 1990
    The Food, Agriculture, Conservation, and Trade Act of 1990 is a comprehensive U.S. farm bill that reauthorized and revised federal agricultural, conservation, trade, and food assistance programs for the 1990s.
  • D. Agricultural Act of 2014
    The Agricultural Act of 2014 is a comprehensive U.S. farm bill that reformed agricultural subsidies, conservation programs, and nutrition assistance policies for several years.
  • E. Agricultural Trade Act of 1978
    The Agricultural Trade Act of 1978 is a U.S. federal law that established key programs and authorities to promote American agricultural exports and expand access to foreign markets.
  • 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 Protection Act of 2000
Triple: [Federal Crop Insurance Program, expandedBy, Agricultural Risk Protection Act of 2000]
Generated description
The Agricultural Risk Protection Act of 2000 is a U.S. federal law that significantly reformed and strengthened farm risk management by enhancing crop insurance coverage and support for agricultural producers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Agricultural Risk Protection Act of 2000
Target entity description: The Agricultural Risk Protection Act of 2000 is a U.S. federal law that significantly reformed and strengthened farm risk management by enhancing crop insurance coverage and support for agricultural producers.
  • A. Farm Security and Rural Investment Act of 2002
    The Farm Security and Rural Investment Act of 2002 is a comprehensive U.S. farm bill that reauthorized and expanded federal agricultural, conservation, nutrition, and rural development programs.
  • B. Federal Agriculture Improvement and Reform Act of 1996
    The Federal Agriculture Improvement and Reform Act of 1996 is a major U.S. farm bill that overhauled agricultural policy by phasing out traditional price supports and introducing more market-oriented, decoupled income support payments to farmers.
  • C. Food, Agriculture, Conservation, and Trade Act of 1990
    The Food, Agriculture, Conservation, and Trade Act of 1990 is a comprehensive U.S. farm bill that reauthorized and revised federal agricultural, conservation, trade, and food assistance programs for the 1990s.
  • D. Agricultural Act of 2014
    The Agricultural Act of 2014 is a comprehensive U.S. farm bill that reformed agricultural subsidies, conservation programs, and nutrition assistance policies for several years.
  • E. Agricultural Trade Act of 1978
    The Agricultural Trade Act of 1978 is a U.S. federal law that established key programs and authorities to promote American agricultural exports and expand access to foreign markets.
  • 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_69e0b4cb83948190bd57bec21d78ed53 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c2abbcc8819091bb0225a0650ab6 completed April 21, 2026, 12:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08f8be96c88190ac0e4385260f1960 completed May 16, 2026, 11:07 p.m.
NEDg Description generation batch_6a08f98877788190b9377f06807e3197 completed May 16, 2026, 11:11 p.m.
NED2 Entity disambiguation (via description) batch_6a08fa5e11f88190a615efec01873577 completed May 16, 2026, 11:14 p.m.
Created at: April 16, 2026, 12:39 p.m.