Triple
T1039584
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Magnuson–Stevens Fishery Conservation and Management Act |
E22440
|
entity |
| Predicate | publicLawNumber |
P1117
|
FINISHED |
| Object |
Public Law 94-265
Public Law 94-265 is the original 1976 federal statute that established the United States’ primary framework for managing and conserving marine fisheries in waters under U.S. jurisdiction.
|
E123026
|
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: Public Law 94-265 | Statement: [Magnuson–Stevens Fishery Conservation and Management Act, publicLawNumber, Public Law 94-265]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Public Law 94-265 Context triple: [Magnuson–Stevens Fishery Conservation and Management Act, publicLawNumber, Public Law 94-265]
-
A.
Public Law 94-469
Public Law 94-469 is the 1976 U.S. federal statute, known as the Toxic Substances Control Act (TSCA), that authorizes the Environmental Protection Agency to regulate the manufacture, use, and distribution of chemical substances.
-
B.
Public Law 93-205
Public Law 93-205 is the landmark 1973 United States federal statute commonly known as the Endangered Species Act, which provides for the conservation of threatened and endangered plants and animals and their habitats.
-
C.
Public Law 91-375
Public Law 91-375 is the 1970 U.S. federal statute that transformed the Post Office Department into the independent United States Postal Service and modernized the nation’s postal system.
-
D.
Public Law 94-412
Public Law 94-412 is the 1976 federal statute, known as the National Emergencies Act, that established procedures and limits for presidential declarations of national emergencies in the United States.
-
E.
Public Law 86-209
Public Law 86-209 is a United States federal statute that established the National Medal of Science as a presidential award recognizing outstanding contributions to scientific knowledge.
- 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: Public Law 94-265 Triple: [Magnuson–Stevens Fishery Conservation and Management Act, publicLawNumber, Public Law 94-265]
Generated description
Public Law 94-265 is the original 1976 federal statute that established the United States’ primary framework for managing and conserving marine fisheries in waters under U.S. jurisdiction.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Public Law 94-265 Target entity description: Public Law 94-265 is the original 1976 federal statute that established the United States’ primary framework for managing and conserving marine fisheries in waters under U.S. jurisdiction.
-
A.
Public Law 94-469
Public Law 94-469 is the 1976 U.S. federal statute, known as the Toxic Substances Control Act (TSCA), that authorizes the Environmental Protection Agency to regulate the manufacture, use, and distribution of chemical substances.
-
B.
Public Law 93-205
Public Law 93-205 is the landmark 1973 United States federal statute commonly known as the Endangered Species Act, which provides for the conservation of threatened and endangered plants and animals and their habitats.
-
C.
Public Law 91-375
Public Law 91-375 is the 1970 U.S. federal statute that transformed the Post Office Department into the independent United States Postal Service and modernized the nation’s postal system.
-
D.
Public Law 94-412
Public Law 94-412 is the 1976 federal statute, known as the National Emergencies Act, that established procedures and limits for presidential declarations of national emergencies in the United States.
-
E.
Public Law 86-209
Public Law 86-209 is a United States federal statute that established the National Medal of Science as a presidential award recognizing outstanding contributions to scientific knowledge.
- 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_69a493d91478819094cc01fb65564bc1 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b82c69c8819082a71e810be34729 |
completed | March 1, 2026, 10:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac42990be88190aeda5ec08fce5288 |
completed | March 7, 2026, 3:22 p.m. |
| NEDg | Description generation | batch_69ac430384ec8190a307c895bb12a122 |
completed | March 7, 2026, 3:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac437b62bc8190abfb721c570b4768 |
completed | March 7, 2026, 3:25 p.m. |
Created at: March 1, 2026, 7:41 p.m.