Triple

T1445202
Position Surface form Disambiguated ID Type / Status
Subject Federal Food, Drug, and Cosmetic Act E31160 entity
Predicate amendedBy P1121 FINISHED
Object Food Safety Modernization Act of 2011
The Food Safety Modernization Act of 2011 is a major U.S. law that shifted the nation’s food safety system toward preventing contamination rather than responding to outbreaks, expanding the FDA’s regulatory and enforcement powers over the food supply.
E165706 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: Food Safety Modernization Act of 2011 | Statement: [Federal Food, Drug, and Cosmetic Act, amendedBy, Food Safety Modernization Act of 2011]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Food Safety Modernization Act of 2011
Context triple: [Federal Food, Drug, and Cosmetic Act, amendedBy, Food Safety Modernization Act of 2011]
  • A. Food and Nutrition Act of 2008
    The Food and Nutrition Act of 2008 is a U.S. federal law that governs and authorizes major food assistance programs, including what is now known as the Supplemental Nutrition Assistance Program (SNAP).
  • B. Healthy, Hunger-Free Kids Act of 2010
    The Healthy, Hunger-Free Kids Act of 2010 is a U.S. federal law that overhauled school meal and child nutrition programs to improve food quality, reduce childhood obesity, and increase access to healthy meals for low-income children.
  • C. 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.
  • 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. Food and Agriculture Act of 1977
    The Food and Agriculture Act of 1977 is a major U.S. farm bill that reformed federal agricultural policy, including commodity price supports, food assistance programs, and rural development initiatives.
  • 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: Food Safety Modernization Act of 2011
Triple: [Federal Food, Drug, and Cosmetic Act, amendedBy, Food Safety Modernization Act of 2011]
Generated description
The Food Safety Modernization Act of 2011 is a major U.S. law that shifted the nation’s food safety system toward preventing contamination rather than responding to outbreaks, expanding the FDA’s regulatory and enforcement powers over the food supply.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Food Safety Modernization Act of 2011
Target entity description: The Food Safety Modernization Act of 2011 is a major U.S. law that shifted the nation’s food safety system toward preventing contamination rather than responding to outbreaks, expanding the FDA’s regulatory and enforcement powers over the food supply.
  • A. Food and Nutrition Act of 2008
    The Food and Nutrition Act of 2008 is a U.S. federal law that governs and authorizes major food assistance programs, including what is now known as the Supplemental Nutrition Assistance Program (SNAP).
  • B. Healthy, Hunger-Free Kids Act of 2010
    The Healthy, Hunger-Free Kids Act of 2010 is a U.S. federal law that overhauled school meal and child nutrition programs to improve food quality, reduce childhood obesity, and increase access to healthy meals for low-income children.
  • C. 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.
  • 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. Food and Agriculture Act of 1977
    The Food and Agriculture Act of 1977 is a major U.S. farm bill that reformed federal agricultural policy, including commodity price supports, food assistance programs, and rural development initiatives.
  • 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_69a4991633388190a4d61b5a98aa407a completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c55714588190a95b4f677c21cbaa completed March 1, 2026, 11:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad08c046b08190a448ba2549dc5e00 completed March 8, 2026, 5:27 a.m.
NEDg Description generation batch_69ad09ec3b388190b492e8959a3617c9 completed March 8, 2026, 5:32 a.m.
NED2 Entity disambiguation (via description) batch_69ad0aefb1c88190a368d68454a0b9d0 completed March 8, 2026, 5:36 a.m.
Created at: March 1, 2026, 8 p.m.