Triple

T770196
Position Surface form Disambiguated ID Type / Status
Subject 87th United States Congress E16263 entity
Predicate passedLegislation P6890 FINISHED
Object Public Welfare Amendments of 1962
The Public Welfare Amendments of 1962 were a major U.S. federal law that reformed and expanded social welfare programs, particularly Aid to Families with Dependent Children, to emphasize social services and rehabilitation for recipients.
E91343 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 Welfare Amendments of 1962 | Statement: [87th United States Congress, passedLegislation, Public Welfare Amendments of 1962]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Welfare Amendments of 1962
Context triple: [87th United States Congress, passedLegislation, Public Welfare Amendments of 1962]
  • A. Social Security Amendments of 1972
    The Social Security Amendments of 1972 were a major U.S. federal law that expanded and restructured Social Security, notably creating the Supplemental Security Income (SSI) program and introducing automatic cost-of-living adjustments for benefits.
  • B. Social Security Amendments of 1950
    The Social Security Amendments of 1950 were a major U.S. legislative overhaul that significantly expanded Social Security coverage, increased benefits, and extended the program to many previously excluded workers.
  • C. Social Security Amendments of 1965
    The Social Security Amendments of 1965 were landmark U.S. legislation that created the Medicare and Medicaid programs, significantly expanding federal health insurance coverage for the elderly and low-income individuals.
  • D. Social Security Amendments of 1939
    The Social Security Amendments of 1939 were a major U.S. legislative revision that expanded the original Social Security program by adding survivors’ and dependents’ benefits and restructuring it into a more comprehensive social insurance system.
  • E. Housing and Urban Development Act of 1965
    The Housing and Urban Development Act of 1965 was a landmark U.S. federal law that greatly expanded funding and programs for urban renewal, public housing, and community development as part of President Lyndon B. Johnson’s Great Society agenda.
  • 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 Welfare Amendments of 1962
Triple: [87th United States Congress, passedLegislation, Public Welfare Amendments of 1962]
Generated description
The Public Welfare Amendments of 1962 were a major U.S. federal law that reformed and expanded social welfare programs, particularly Aid to Families with Dependent Children, to emphasize social services and rehabilitation for recipients.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Welfare Amendments of 1962
Target entity description: The Public Welfare Amendments of 1962 were a major U.S. federal law that reformed and expanded social welfare programs, particularly Aid to Families with Dependent Children, to emphasize social services and rehabilitation for recipients.
  • A. Social Security Amendments of 1972
    The Social Security Amendments of 1972 were a major U.S. federal law that expanded and restructured Social Security, notably creating the Supplemental Security Income (SSI) program and introducing automatic cost-of-living adjustments for benefits.
  • B. Social Security Amendments of 1950
    The Social Security Amendments of 1950 were a major U.S. legislative overhaul that significantly expanded Social Security coverage, increased benefits, and extended the program to many previously excluded workers.
  • C. Social Security Amendments of 1965
    The Social Security Amendments of 1965 were landmark U.S. legislation that created the Medicare and Medicaid programs, significantly expanding federal health insurance coverage for the elderly and low-income individuals.
  • D. Social Security Amendments of 1939
    The Social Security Amendments of 1939 were a major U.S. legislative revision that expanded the original Social Security program by adding survivors’ and dependents’ benefits and restructuring it into a more comprehensive social insurance system.
  • E. Housing and Urban Development Act of 1965
    The Housing and Urban Development Act of 1965 was a landmark U.S. federal law that greatly expanded funding and programs for urban renewal, public housing, and community development as part of President Lyndon B. Johnson’s Great Society agenda.
  • 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_69a49369a0848190af883934cee3db4c completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a704fb148190b203a5bdd77e961c completed March 1, 2026, 8:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69a66678f7ac819095eafccf44c6588e completed March 3, 2026, 4:41 a.m.
NEDg Description generation batch_69a6698255d4819095df00abfe896eac completed March 3, 2026, 4:54 a.m.
NED2 Entity disambiguation (via description) batch_69a66a495cf08190b3a2e2002c089634 completed March 3, 2026, 4:57 a.m.
Created at: March 1, 2026, 7:37 p.m.