Triple

T7168835
Position Surface form Disambiguated ID Type / Status
Subject Food and Drug Administration Amendments Act of 2007 E167140 entity
Predicate establishesProgram P10634 FINISHED
Object Medical Device User Fee and Modernization Act reauthorization
The Medical Device User Fee and Modernization Act reauthorization is a U.S. law that renews and updates the FDA’s authority to collect user fees from medical device manufacturers in exchange for more timely and predictable device review and regulatory oversight.
E643466 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: Medical Device User Fee and Modernization Act reauthorization | Statement: [Food and Drug Administration Amendments Act of 2007, establishesProgram, Medical Device User Fee and Modernization Act reauthorization]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Medical Device User Fee and Modernization Act reauthorization
Context triple: [Food and Drug Administration Amendments Act of 2007, establishesProgram, Medical Device User Fee and Modernization Act reauthorization]
  • A. Medical Device Amendments of 1976
    The Medical Device Amendments of 1976 are U.S. legislation that established a comprehensive regulatory framework for the safety and effectiveness of medical devices, including classification, premarket approval, and performance standards.
  • B. Food and Drug Administration Safety and Innovation Act of 2012
    The Food and Drug Administration Safety and Innovation Act of 2012 is a U.S. federal law that reauthorized and expanded FDA user fee programs while enhancing the agency’s authority over drug and medical device safety, innovation, and supply chain oversight.
  • C. 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.
  • 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. 21st Century Cures Act
    The 21st Century Cures Act is a U.S. federal law enacted in 2016 that accelerates medical product development and innovation, expands funding for biomedical research and mental health services, and modernizes the regulation of drugs and medical devices.
  • 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: Medical Device User Fee and Modernization Act reauthorization
Triple: [Food and Drug Administration Amendments Act of 2007, establishesProgram, Medical Device User Fee and Modernization Act reauthorization]
Generated description
The Medical Device User Fee and Modernization Act reauthorization is a U.S. law that renews and updates the FDA’s authority to collect user fees from medical device manufacturers in exchange for more timely and predictable device review and regulatory oversight.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Medical Device User Fee and Modernization Act reauthorization
Target entity description: The Medical Device User Fee and Modernization Act reauthorization is a U.S. law that renews and updates the FDA’s authority to collect user fees from medical device manufacturers in exchange for more timely and predictable device review and regulatory oversight.
  • A. Medical Device Amendments of 1976
    The Medical Device Amendments of 1976 are U.S. legislation that established a comprehensive regulatory framework for the safety and effectiveness of medical devices, including classification, premarket approval, and performance standards.
  • B. Food and Drug Administration Safety and Innovation Act of 2012 chosen
    The Food and Drug Administration Safety and Innovation Act of 2012 is a U.S. federal law that reauthorized and expanded FDA user fee programs while enhancing the agency’s authority over drug and medical device safety, innovation, and supply chain oversight.
  • C. 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.
  • 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. 21st Century Cures Act
    The 21st Century Cures Act is a U.S. federal law enacted in 2016 that accelerates medical product development and innovation, expands funding for biomedical research and mental health services, and modernizes the regulation of drugs and medical devices.
  • F. None of above.

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_69c68888c10c819095e0383020225758 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e85c606081909f76d76fc5b90bc8 completed March 27, 2026, 8:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7b9094a8c81909e9d5b91ec714831 completed March 28, 2026, 11:18 a.m.
NEDg Description generation batch_69c7b9e55f84819099af471a65bb68aa completed March 28, 2026, 11:22 a.m.
NED2 Entity disambiguation (via description) batch_69c7ba9317548190946e21c2731d58a7 completed March 28, 2026, 11:25 a.m.
Created at: March 27, 2026, 2:48 p.m.