Triple

T85255
Position Surface form Disambiguated ID Type / Status
Subject Aid to Dependent Children E1715 entity
Predicate legalForm P64 FINISHED
Object Title IV of the Social Security Act
Title IV of the Social Security Act is the federal statutory framework that established and governs cash assistance and related welfare programs for low-income families with children in the United States.
E14303 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: Title IV of the Social Security Act | Statement: [Aid to Dependent Children, legalForm, Title IV of the Social Security Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title IV of the Social Security Act
Context triple: [Aid to Dependent Children, legalForm, Title IV of the Social Security Act]
  • A. Title IX of the Social Security Act
    Title IX of the Social Security Act is the federal statutory framework that established the unemployment compensation system in cooperation with the states as part of the New Deal social welfare reforms.
  • B. 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.
  • 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 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.
  • E. 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.
  • 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: Title IV of the Social Security Act
Triple: [Aid to Dependent Children, legalForm, Title IV of the Social Security Act]
Generated description
Title IV of the Social Security Act is the federal statutory framework that established and governs cash assistance and related welfare programs for low-income families with children in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title IV of the Social Security Act
Target entity description: Title IV of the Social Security Act is the federal statutory framework that established and governs cash assistance and related welfare programs for low-income families with children in the United States.
  • A. Title IX of the Social Security Act
    Title IX of the Social Security Act is the federal statutory framework that established the unemployment compensation system in cooperation with the states as part of the New Deal social welfare reforms.
  • B. 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.
  • 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 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.
  • E. 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.
  • 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_69a24c8150408190910a693eb51c1f71 completed Feb. 28, 2026, 2:01 a.m.
NER Named-entity recognition batch_69a24f4fa22c819096152bb577e11fa6 completed Feb. 28, 2026, 2:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69a29e45d6488190bc982137255c79f9 completed Feb. 28, 2026, 7:50 a.m.
NEDg Description generation batch_69a2a04b1d008190aa1b353cb239de69 completed Feb. 28, 2026, 7:59 a.m.
NED2 Entity disambiguation (via description) batch_69a2a17dd35c81909b90cae5ad204aae completed Feb. 28, 2026, 8:04 a.m.
Created at: Feb. 28, 2026, 2:06 a.m.