Triple

T13954293
Position Surface form Disambiguated ID Type / Status
Subject Title 21 of the United States Code E335613 entity
Predicate contains P35 FINISHED
Object Prescription Drug Marketing Act
The Prescription Drug Marketing Act is a U.S. federal law that regulates the distribution and marketing of prescription drugs to ensure their safety, effectiveness, and integrity within the pharmaceutical supply chain.
E1071295 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: Prescription Drug Marketing Act | Statement: [Title 21 of the United States Code, contains, Prescription Drug Marketing Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Prescription Drug Marketing Act
Context triple: [Title 21 of the United States Code, contains, Prescription Drug Marketing Act]
  • A. Prescription Drug User Fee Act of 1992
    The Prescription Drug User Fee Act of 1992 is a U.S. law that authorizes the FDA to collect fees from pharmaceutical companies to fund and expedite the review of new drug applications.
  • 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. 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.
  • E. 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.
  • 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: Prescription Drug Marketing Act
Triple: [Title 21 of the United States Code, contains, Prescription Drug Marketing Act]
Generated description
The Prescription Drug Marketing Act is a U.S. federal law that regulates the distribution and marketing of prescription drugs to ensure their safety, effectiveness, and integrity within the pharmaceutical supply chain.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Prescription Drug Marketing Act
Target entity description: The Prescription Drug Marketing Act is a U.S. federal law that regulates the distribution and marketing of prescription drugs to ensure their safety, effectiveness, and integrity within the pharmaceutical supply chain.
  • A. Prescription Drug User Fee Act of 1992
    The Prescription Drug User Fee Act of 1992 is a U.S. law that authorizes the FDA to collect fees from pharmaceutical companies to fund and expedite the review of new drug applications.
  • 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. 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.
  • E. 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.
  • 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_69d81c6081b88190b53e317c3370c8fe completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2e78a4a481908e438745631a43c0 completed April 14, 2026, 12:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69fba1d0735c81909ec0eab090af08a1 completed May 6, 2026, 8:17 p.m.
NEDg Description generation batch_69fba5646cb48190acd932f6fbd6fe62 completed May 6, 2026, 8:32 p.m.
NED2 Entity disambiguation (via description) batch_69fba6525d0c8190a1ab15881030c11c completed May 6, 2026, 8:36 p.m.
Created at: April 9, 2026, 10:17 p.m.