Triple

T1445201
Position Surface form Disambiguated ID Type / Status
Subject Federal Food, Drug, and Cosmetic Act E31160 entity
Predicate amendedBy P1121 FINISHED
Object Food and Drug Administration Amendments Act of 2007
The Food and Drug Administration Amendments Act of 2007 is a U.S. law that expanded the FDA’s authority over drug and device safety, clinical trials, and post-market surveillance, while enhancing transparency and user fee programs.
E167140 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 and Drug Administration Amendments Act of 2007 | Statement: [Federal Food, Drug, and Cosmetic Act, amendedBy, Food and Drug Administration Amendments Act of 2007]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Food and Drug Administration Amendments Act of 2007
Context triple: [Federal Food, Drug, and Cosmetic Act, amendedBy, Food and Drug Administration Amendments Act of 2007]
  • A. Food and Drug Administration Modernization Act of 1997
    The Food and Drug Administration Modernization Act of 1997 is a U.S. law that overhauled FDA regulatory procedures to speed the approval of drugs and medical devices while enhancing patient access to experimental therapies and modernizing agency operations.
  • B. Drug Price Competition and Patent Term Restoration Act of 1984
    The Drug Price Competition and Patent Term Restoration Act of 1984, commonly known as the Hatch-Waxman Act, is a U.S. law that streamlined the approval of generic drugs while providing patent term extensions to brand-name drug manufacturers to balance innovation and competition.
  • C. Kefauver–Harris Drug Amendments of 1962
    The Kefauver–Harris Drug Amendments of 1962 are U.S. federal regulations that strengthened drug safety and efficacy requirements, mandating proof of effectiveness and stricter oversight of pharmaceutical marketing and manufacturing.
  • D. Federal Food, Drug, and Cosmetic Act
    The Federal Food, Drug, and Cosmetic Act is a key U.S. law that authorizes the Food and Drug Administration to regulate the safety, labeling, and marketing of food, drugs, medical devices, and cosmetics.
  • E. Ryan Haight Online Pharmacy Consumer Protection Act of 2008
    The Ryan Haight Online Pharmacy Consumer Protection Act of 2008 is a U.S. federal law that regulates internet pharmacies by requiring valid prescriptions and in-person medical evaluations before dispensing controlled substances online.
  • 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 and Drug Administration Amendments Act of 2007
Triple: [Federal Food, Drug, and Cosmetic Act, amendedBy, Food and Drug Administration Amendments Act of 2007]
Generated description
The Food and Drug Administration Amendments Act of 2007 is a U.S. law that expanded the FDA’s authority over drug and device safety, clinical trials, and post-market surveillance, while enhancing transparency and user fee programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Food and Drug Administration Amendments Act of 2007
Target entity description: The Food and Drug Administration Amendments Act of 2007 is a U.S. law that expanded the FDA’s authority over drug and device safety, clinical trials, and post-market surveillance, while enhancing transparency and user fee programs.
  • A. Food and Drug Administration Modernization Act of 1997
    The Food and Drug Administration Modernization Act of 1997 is a U.S. law that overhauled FDA regulatory procedures to speed the approval of drugs and medical devices while enhancing patient access to experimental therapies and modernizing agency operations.
  • B. Drug Price Competition and Patent Term Restoration Act of 1984
    The Drug Price Competition and Patent Term Restoration Act of 1984, commonly known as the Hatch-Waxman Act, is a U.S. law that streamlined the approval of generic drugs while providing patent term extensions to brand-name drug manufacturers to balance innovation and competition.
  • C. Kefauver–Harris Drug Amendments of 1962
    The Kefauver–Harris Drug Amendments of 1962 are U.S. federal regulations that strengthened drug safety and efficacy requirements, mandating proof of effectiveness and stricter oversight of pharmaceutical marketing and manufacturing.
  • D. Federal Food, Drug, and Cosmetic Act
    The Federal Food, Drug, and Cosmetic Act is a key U.S. law that authorizes the Food and Drug Administration to regulate the safety, labeling, and marketing of food, drugs, medical devices, and cosmetics.
  • E. Ryan Haight Online Pharmacy Consumer Protection Act of 2008
    The Ryan Haight Online Pharmacy Consumer Protection Act of 2008 is a U.S. federal law that regulates internet pharmacies by requiring valid prescriptions and in-person medical evaluations before dispensing controlled substances online.
  • 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_69ad0e70103081908b958acc6873d974 completed March 8, 2026, 5:51 a.m.
NEDg Description generation batch_69ad0f1e27288190a25d26a038883529 completed March 8, 2026, 5:54 a.m.
NED2 Entity disambiguation (via description) batch_69ad0f90cdec81908a981e12184cdd75 completed March 8, 2026, 5:56 a.m.
Created at: March 1, 2026, 8 p.m.