Triple
T1445200
| 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 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.
|
E165705
|
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 Modernization Act of 1997 | Statement: [Federal Food, Drug, and Cosmetic Act, amendedBy, Food and Drug Administration Modernization Act of 1997]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Food and Drug Administration Modernization Act of 1997 Context triple: [Federal Food, Drug, and Cosmetic Act, amendedBy, Food and Drug Administration Modernization Act of 1997]
-
A.
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.
-
B.
Frank R. Lautenberg Chemical Safety for the 21st Century Act
The Frank R. Lautenberg Chemical Safety for the 21st Century Act is a 2016 U.S. law that modernized federal chemical regulation by strengthening safety reviews and oversight of chemicals used in commerce.
-
C.
Comprehensive Methamphetamine Control Act of 1996
The Comprehensive Methamphetamine Control Act of 1996 is a U.S. federal law aimed at curbing the manufacture, distribution, and abuse of methamphetamine by tightening controls on precursor chemicals and enhancing law enforcement powers and penalties.
-
D.
False Claims Amendments Act of 1986
The False Claims Amendments Act of 1986 is a major U.S. federal law that strengthened the government’s ability to combat fraud against federal programs by expanding whistleblower (qui tam) provisions and increasing penalties for false claims.
-
E.
Anti-Drug Abuse Act of 1988
The Anti-Drug Abuse Act of 1988 is a U.S. federal law that expanded the war on drugs by increasing penalties, funding enforcement and treatment programs, and establishing a coordinated national drug control strategy.
- 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 Modernization Act of 1997 Triple: [Federal Food, Drug, and Cosmetic Act, amendedBy, Food and Drug Administration Modernization Act of 1997]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Food and Drug Administration Modernization Act of 1997 Target entity description: 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.
-
A.
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.
-
B.
Frank R. Lautenberg Chemical Safety for the 21st Century Act
The Frank R. Lautenberg Chemical Safety for the 21st Century Act is a 2016 U.S. law that modernized federal chemical regulation by strengthening safety reviews and oversight of chemicals used in commerce.
-
C.
Comprehensive Methamphetamine Control Act of 1996
The Comprehensive Methamphetamine Control Act of 1996 is a U.S. federal law aimed at curbing the manufacture, distribution, and abuse of methamphetamine by tightening controls on precursor chemicals and enhancing law enforcement powers and penalties.
-
D.
False Claims Amendments Act of 1986
The False Claims Amendments Act of 1986 is a major U.S. federal law that strengthened the government’s ability to combat fraud against federal programs by expanding whistleblower (qui tam) provisions and increasing penalties for false claims.
-
E.
Anti-Drug Abuse Act of 1988
The Anti-Drug Abuse Act of 1988 is a U.S. federal law that expanded the war on drugs by increasing penalties, funding enforcement and treatment programs, and establishing a coordinated national drug control strategy.
- 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.