Triple

T2041270
Position Surface form Disambiguated ID Type / Status
Subject Public Law 89-97 E44748 entity
Predicate precededBy P97 FINISHED
Object Social Security Amendments of 1961
The Social Security Amendments of 1961 were U.S. federal legislation that expanded Social Security benefits, notably by allowing earlier retirement benefits for men and increasing support for disabled workers and their dependents.
E230678 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: Social Security Amendments of 1961 | Statement: [Public Law 89-97, precededBy, Social Security Amendments of 1961]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Social Security Amendments of 1961
Context triple: [Public Law 89-97, precededBy, Social Security Amendments of 1961]
  • 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 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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: Social Security Amendments of 1961
Triple: [Public Law 89-97, precededBy, Social Security Amendments of 1961]
Generated description
The Social Security Amendments of 1961 were U.S. federal legislation that expanded Social Security benefits, notably by allowing earlier retirement benefits for men and increasing support for disabled workers and their dependents.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Social Security Amendments of 1961
Target entity description: The Social Security Amendments of 1961 were U.S. federal legislation that expanded Social Security benefits, notably by allowing earlier retirement benefits for men and increasing support for disabled workers and their dependents.
  • 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 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69a889159ec481908f9e4472d9f480c7 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb9545aa08190ac74e49e70c4c349 completed March 7, 2026, 5:36 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae271399a08190946b315f439b9b2f completed March 9, 2026, 1:49 a.m.
NEDg Description generation batch_69ae2847a7e0819092026253e036bd1c completed March 9, 2026, 1:54 a.m.
NED2 Entity disambiguation (via description) batch_69ae28ce87c8819097e0b5dab045d9a1 completed March 9, 2026, 1:56 a.m.
Created at: March 4, 2026, 7:39 p.m.