Triple

T9142923
Position Surface form Disambiguated ID Type / Status
Subject Staggers Rail Act E219374 entity
Predicate publicLawNumber P1117 FINISHED
Object Public Law 96-448
Public Law 96-448 is the formal designation of the Staggers Rail Act of 1980, a landmark U.S. federal law that substantially deregulated the railroad industry to improve its financial stability and efficiency.
E781774 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 96-448 | Statement: [Staggers Rail Act, publicLawNumber, Public Law 96-448]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 96-448
Context triple: [Staggers Rail Act, publicLawNumber, Public Law 96-448]
  • A. Public Law 96-487
    Public Law 96-487 is the U.S. federal statute, known as the Alaska National Interest Lands Conservation Act of 1980, that greatly expanded national parks, wildlife refuges, and wilderness areas across Alaska.
  • B. Public Law 96-480
    Public Law 96-480 is the U.S. federal statute enacted in 1980 to promote the transfer of technology from federal laboratories to the private sector and encourage innovation and commercialization of government-funded research.
  • C. Public Law 95-454
    Public Law 95-454 is the federal statute enacted in 1978 that overhauled the U.S. civil service system, restructuring federal personnel management and establishing agencies such as the Office of Personnel Management and the Merit Systems Protection Board.
  • D. Public Law 99-198
    Public Law 99-198 is a major U.S. federal statute, commonly known as the Food Security Act of 1985, that overhauled agricultural policy, including farm income support, conservation programs, and food assistance.
  • E. Public Law 93-344
    Public Law 93-344 is the Congressional Budget and Impoundment Control Act of 1974, a landmark U.S. federal law that overhauled the congressional budget process and limited presidential impoundment of funds.
  • 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 96-448
Triple: [Staggers Rail Act, publicLawNumber, Public Law 96-448]
Generated description
Public Law 96-448 is the formal designation of the Staggers Rail Act of 1980, a landmark U.S. federal law that substantially deregulated the railroad industry to improve its financial stability and efficiency.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 96-448
Target entity description: Public Law 96-448 is the formal designation of the Staggers Rail Act of 1980, a landmark U.S. federal law that substantially deregulated the railroad industry to improve its financial stability and efficiency.
  • A. Public Law 96-487
    Public Law 96-487 is the U.S. federal statute, known as the Alaska National Interest Lands Conservation Act of 1980, that greatly expanded national parks, wildlife refuges, and wilderness areas across Alaska.
  • B. Public Law 96-480
    Public Law 96-480 is the U.S. federal statute enacted in 1980 to promote the transfer of technology from federal laboratories to the private sector and encourage innovation and commercialization of government-funded research.
  • C. Public Law 95-454
    Public Law 95-454 is the federal statute enacted in 1978 that overhauled the U.S. civil service system, restructuring federal personnel management and establishing agencies such as the Office of Personnel Management and the Merit Systems Protection Board.
  • D. Public Law 99-198
    Public Law 99-198 is a major U.S. federal statute, commonly known as the Food Security Act of 1985, that overhauled agricultural policy, including farm income support, conservation programs, and food assistance.
  • E. Public Law 93-344
    Public Law 93-344 is the Congressional Budget and Impoundment Control Act of 1974, a landmark U.S. federal law that overhauled the congressional budget process and limited presidential impoundment of funds.
  • 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_69ca83e121dc81909912bd66953081c5 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cca8f5f740819098236ada5b95889d completed April 1, 2026, 5:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69d05458ac188190acc47fc99f8ee182 completed April 3, 2026, 11:59 p.m.
NEDg Description generation batch_69d055c6b7f08190ad6ff81adffaeab1 completed April 4, 2026, 12:05 a.m.
NED2 Entity disambiguation (via description) batch_69d05655a27c8190b0445476c10f57ce completed April 4, 2026, 12:07 a.m.
Created at: March 30, 2026, 7:19 p.m.