Triple
T9829389
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Railroad Revitalization and Regulatory Reform Act |
E238742
|
entity |
| Predicate | publicLawNumber |
P1117
|
FINISHED |
| Object |
Public Law 94-210
Public Law 94-210 is a 1976 U.S. federal statute, known as the Railroad Revitalization and Regulatory Reform Act, enacted to modernize, financially stabilize, and partially deregulate the nation’s railroad industry.
|
E824356
|
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 94-210 | Statement: [Railroad Revitalization and Regulatory Reform Act, publicLawNumber, Public Law 94-210]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Public Law 94-210 Context triple: [Railroad Revitalization and Regulatory Reform Act, publicLawNumber, Public Law 94-210]
-
A.
Public Law 91-190
Public Law 91-190 is the formal designation of the National Environmental Policy Act of 1969, a foundational U.S. environmental law that established national environmental policies and the requirement for environmental impact assessments.
-
B.
Public Law 94-409
Public Law 94-409 is the formal designation of the U.S. Government in the Sunshine Act, a 1976 federal law that mandates greater transparency and open meetings for federal agencies.
-
C.
Public Law 94-163
Public Law 94-163 is a 1975 United States federal statute that established a comprehensive national energy policy, including fuel economy standards and the Strategic Petroleum Reserve, in response to the 1970s energy crisis.
-
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 94-200
Public Law 94-200 is the 1975 U.S. federal statute that enacted the Home Mortgage Disclosure Act, requiring certain financial institutions to report mortgage lending data to help identify discriminatory lending patterns.
- 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 94-210 Triple: [Railroad Revitalization and Regulatory Reform Act, publicLawNumber, Public Law 94-210]
Generated description
Public Law 94-210 is a 1976 U.S. federal statute, known as the Railroad Revitalization and Regulatory Reform Act, enacted to modernize, financially stabilize, and partially deregulate the nation’s railroad industry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Public Law 94-210 Target entity description: Public Law 94-210 is a 1976 U.S. federal statute, known as the Railroad Revitalization and Regulatory Reform Act, enacted to modernize, financially stabilize, and partially deregulate the nation’s railroad industry.
-
A.
Public Law 91-190
Public Law 91-190 is the formal designation of the National Environmental Policy Act of 1969, a foundational U.S. environmental law that established national environmental policies and the requirement for environmental impact assessments.
-
B.
Public Law 94-409
Public Law 94-409 is the formal designation of the U.S. Government in the Sunshine Act, a 1976 federal law that mandates greater transparency and open meetings for federal agencies.
-
C.
Public Law 94-163
Public Law 94-163 is a 1975 United States federal statute that established a comprehensive national energy policy, including fuel economy standards and the Strategic Petroleum Reserve, in response to the 1970s energy crisis.
-
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 94-200
Public Law 94-200 is the 1975 U.S. federal statute that enacted the Home Mortgage Disclosure Act, requiring certain financial institutions to report mortgage lending data to help identify discriminatory lending patterns.
- 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_69ca84e0dd1881909800765d1e21f735 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb3282a2481908913addf2b3fa58b |
completed | April 2, 2026, 12:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1d5bc17c08190ad094def4fbf9921 |
completed | April 5, 2026, 3:23 a.m. |
| NEDg | Description generation | batch_69d1d71c262c8190af035c967ca98c7e |
completed | April 5, 2026, 3:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1d7897bf48190b94366ffe7790e54 |
completed | April 5, 2026, 3:31 a.m. |
Created at: March 30, 2026, 8:32 p.m.