Triple

T5308584
Position Surface form Disambiguated ID Type / Status
Subject Packers and Stockyards Act of 1921 E120163 entity
Predicate amendedBy P1121 FINISHED
Object 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.
E510692 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: Farm Security and Rural Investment Act of 2002 | Statement: [Packers and Stockyards Act of 1921, amendedBy, Farm Security and Rural Investment Act of 2002]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Farm Security and Rural Investment Act of 2002
Context triple: [Packers and Stockyards Act of 1921, amendedBy, Farm Security and Rural Investment Act of 2002]
  • A. 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.
  • B. Food, Conservation, and Energy Act of 2008
    The Food, Conservation, and Energy Act of 2008 is a U.S. farm bill that reauthorized and expanded federal agriculture, nutrition, conservation, and energy programs, including major reforms to agricultural research and rural development.
  • C. United States farm bill
    The United States farm bill is a comprehensive, multi-year federal law that governs agricultural policy, nutrition assistance programs like SNAP, conservation efforts, and rural development across the country.
  • D. Food Security Act of 1985
    The Food Security Act of 1985 is a major U.S. farm bill that overhauled agricultural commodity, conservation, and food assistance policies to stabilize farm incomes while promoting environmental stewardship.
  • E. 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.
  • 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: Farm Security and Rural Investment Act of 2002
Triple: [Packers and Stockyards Act of 1921, amendedBy, Farm Security and Rural Investment Act of 2002]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Farm Security and Rural Investment Act of 2002
Target entity description: 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.
  • A. 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.
  • B. Food, Conservation, and Energy Act of 2008
    The Food, Conservation, and Energy Act of 2008 is a U.S. farm bill that reauthorized and expanded federal agriculture, nutrition, conservation, and energy programs, including major reforms to agricultural research and rural development.
  • C. United States farm bill
    The United States farm bill is a comprehensive, multi-year federal law that governs agricultural policy, nutrition assistance programs like SNAP, conservation efforts, and rural development across the country.
  • D. Food Security Act of 1985
    The Food Security Act of 1985 is a major U.S. farm bill that overhauled agricultural commodity, conservation, and food assistance policies to stabilize farm incomes while promoting environmental stewardship.
  • E. 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.
  • 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_69bd44704be88190acdb2ac481b0ff55 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd85315bb081908fc54d6188cc79ff completed March 20, 2026, 5:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf10ffb1f08190aba4c1c860085c92 completed March 21, 2026, 9:43 p.m.
NEDg Description generation batch_69bf14c687908190bafa9f99e10d7698 completed March 21, 2026, 9:59 p.m.
NED2 Entity disambiguation (via description) batch_69bf15675c888190ae8107fdab02aa25 completed March 21, 2026, 10:02 p.m.
Created at: March 20, 2026, 1:53 p.m.