Triple

T2349000
Position Surface form Disambiguated ID Type / Status
Subject Full Employment and Balanced Growth Act of 1978 E47400 entity
Predicate publicLawNumber P1117 FINISHED
Object Public Law 95-523
Public Law 95-523 is the formal designation of the Full Employment and Balanced Growth Act of 1978, a U.S. federal law aimed at promoting full employment, economic growth, and reasonable price stability.
E259876 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 95-523 | Statement: [Full Employment and Balanced Growth Act of 1978, publicLawNumber, Public Law 95-523]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 95-523
Context triple: [Full Employment and Balanced Growth Act of 1978, publicLawNumber, Public Law 95-523]
  • A. Public Law 99-433
    Public Law 99-433 is the formal designation of the Goldwater–Nichols Department of Defense Reorganization Act of 1986, a landmark U.S. law that overhauled the military command structure and strengthened joint operations among the armed services.
  • B. Public Law 96-515
    Public Law 96-515 is a 1980 U.S. federal statute that significantly revised and strengthened the National Historic Preservation Act to enhance the protection and management of the nation’s historic and archaeological resources.
  • C. Public Law 96-510
    Public Law 96-510 is the formal designation of the U.S. federal statute commonly known as the Comprehensive Environmental Response, Compensation, and Liability Act (CERCLA or Superfund), which governs the cleanup of hazardous waste sites and assigns liability for environmental contamination.
  • D. 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.
  • E. Public Law 93-438
    Public Law 93-438 is the U.S. federal statute enacted in 1974 that reorganized the nation’s nuclear energy and regulatory framework, notably creating the Nuclear Regulatory Commission (NRC).
  • 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 95-523
Triple: [Full Employment and Balanced Growth Act of 1978, publicLawNumber, Public Law 95-523]
Generated description
Public Law 95-523 is the formal designation of the Full Employment and Balanced Growth Act of 1978, a U.S. federal law aimed at promoting full employment, economic growth, and reasonable price stability.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 95-523
Target entity description: Public Law 95-523 is the formal designation of the Full Employment and Balanced Growth Act of 1978, a U.S. federal law aimed at promoting full employment, economic growth, and reasonable price stability.
  • A. Public Law 99-433
    Public Law 99-433 is the formal designation of the Goldwater–Nichols Department of Defense Reorganization Act of 1986, a landmark U.S. law that overhauled the military command structure and strengthened joint operations among the armed services.
  • B. Public Law 96-515
    Public Law 96-515 is a 1980 U.S. federal statute that significantly revised and strengthened the National Historic Preservation Act to enhance the protection and management of the nation’s historic and archaeological resources.
  • C. Public Law 96-510
    Public Law 96-510 is the formal designation of the U.S. federal statute commonly known as the Comprehensive Environmental Response, Compensation, and Liability Act (CERCLA or Superfund), which governs the cleanup of hazardous waste sites and assigns liability for environmental contamination.
  • D. 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.
  • E. Public Law 93-438
    Public Law 93-438 is the U.S. federal statute enacted in 1974 that reorganized the nation’s nuclear energy and regulatory framework, notably creating the Nuclear Regulatory Commission (NRC).
  • 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_69a88a1b678c8190bce986922ba60ce0 completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abc6cc90d08190824a90e190d1b017 completed March 7, 2026, 6:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69aea884ac4c8190b484db995251c136 completed March 9, 2026, 11:01 a.m.
NEDg Description generation batch_69aea92cc66c81909a46b83200960fe2 completed March 9, 2026, 11:04 a.m.
NED2 Entity disambiguation (via description) batch_69aea9b8dff08190a09f0c965dfd6738 completed March 9, 2026, 11:06 a.m.
Created at: March 4, 2026, 7:54 p.m.