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.