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.