Triple

T6662
Position Surface form Disambiguated ID Type / Status
Subject Social Security Act of 1935 E132 entity
Predicate amendedBy P1121 FINISHED
Object 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.
E7513 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 1965 | Statement: [Social Security Act of 1935, amendedBy, Social Security Amendments of 1965]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Social Security Amendments of 1965
Context triple: [Social Security Act of 1935, amendedBy, Social Security Amendments of 1965]
  • A. 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.
  • B. 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.
  • C. Social Security Act of 1935
    The Social Security Act of 1935 is a landmark U.S. New Deal law that established a federal system of old-age pensions, unemployment insurance, and aid to vulnerable groups, forming the foundation of the modern American social safety net.
  • D. Public Law 86-209
    Public Law 86-209 is a United States federal statute that established the National Medal of Science as a presidential award recognizing outstanding contributions to scientific knowledge.
  • E. Great Society
    The Great Society was a set of ambitious domestic programs launched by President Lyndon B. Johnson in the 1960s aimed at eliminating poverty and racial injustice while expanding education, healthcare, and civil rights in the United States.
  • 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 1965
Triple: [Social Security Act of 1935, amendedBy, Social Security Amendments of 1965]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Social Security Amendments of 1965
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. Social Security Act of 1935
    The Social Security Act of 1935 is a landmark U.S. New Deal law that established a federal system of old-age pensions, unemployment insurance, and aid to vulnerable groups, forming the foundation of the modern American social safety net.
  • D. Public Law 86-209
    Public Law 86-209 is a United States federal statute that established the National Medal of Science as a presidential award recognizing outstanding contributions to scientific knowledge.
  • E. Great Society
    The Great Society was a set of ambitious domestic programs launched by President Lyndon B. Johnson in the 1960s aimed at eliminating poverty and racial injustice while expanding education, healthcare, and civil rights in the United States.
  • 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_69a23bb612708190b09f25385e4b63d1 completed Feb. 28, 2026, 12:49 a.m.
NER Named-entity recognition batch_69a24659cfe0819088c2e8a61c2274f3 completed Feb. 28, 2026, 1:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69a25aac4900819093912edb0121ff9d completed Feb. 28, 2026, 3:02 a.m.
NEDg Description generation batch_69a25ba5676881908ac366ed6c0e0d1b completed Feb. 28, 2026, 3:06 a.m.
NED2 Entity disambiguation (via description) batch_69a25f907d908190a3aafe250cf58919 completed Feb. 28, 2026, 3:22 a.m.
Created at: Feb. 28, 2026, 12:54 a.m.