Triple

T715472
Position Surface form Disambiguated ID Type / Status
Subject Title IV of the Social Security Act E14303 entity
Predicate containsSubchapter P18460 FINISHED
Object Title IV-A of the Social Security Act
Title IV-A of the Social Security Act is the federal statutory subchapter that establishes and governs the Temporary Assistance for Needy Families (TANF) program, providing cash assistance and related support to low-income families with children.
E14303 NE FINISHED

How this triple was built (5 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-A of the Social Security Act | Statement: [Title IV of the Social Security Act, containsSubchapter, Title IV-A of the Social Security Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title IV-A of the Social Security Act
Context triple: [Title IV of the Social Security Act, containsSubchapter, Title IV-A of the Social Security Act]
  • A. 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.
  • B. Title XVIII of the Social Security Act
    Title XVIII of the Social Security Act is the section of U.S. federal law that establishes and governs the Medicare program, providing health insurance primarily to people aged 65 and older and certain younger individuals with disabilities.
  • C. Title XIX of the Social Security Act
    Title XIX of the Social Security Act is the federal law that established the Medicaid program, providing medical assistance to low-income individuals and families in the United States.
  • D. 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.
  • E. Social Security Act amendments
    Social Security Act amendments are legislative changes enacted by the U.S. Congress over time to expand, modify, or refine the nation’s Social Security and related social insurance programs.
  • 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-A of the Social Security Act
Triple: [Title IV of the Social Security Act, containsSubchapter, Title IV-A of the Social Security Act]
Generated description
Title IV-A of the Social Security Act is the federal statutory subchapter that establishes and governs the Temporary Assistance for Needy Families (TANF) program, providing cash assistance and related support to low-income families with children.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title IV-A of the Social Security Act
Target entity description: Title IV-A of the Social Security Act is the federal statutory subchapter that establishes and governs the Temporary Assistance for Needy Families (TANF) program, providing cash assistance and related support to low-income families with children.
  • A. Title IV of the Social Security Act chosen
    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.
  • B. Title XVIII of the Social Security Act
    Title XVIII of the Social Security Act is the section of U.S. federal law that establishes and governs the Medicare program, providing health insurance primarily to people aged 65 and older and certain younger individuals with disabilities.
  • C. Title XIX of the Social Security Act
    Title XIX of the Social Security Act is the federal law that established the Medicaid program, providing medical assistance to low-income individuals and families in the United States.
  • D. 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.
  • E. Social Security Act amendments
    Social Security Act amendments are legislative changes enacted by the U.S. Congress over time to expand, modify, or refine the nation’s Social Security and related social insurance programs.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: containsSubchapter
Context triple: [Title IV of the Social Security Act, containsSubchapter, Title IV-A of the Social Security Act]
  • A. containsChapter
    Indicates that one entity (typically a larger work or document) includes another entity as a chapter within its structure.
  • B. hasLocalChaptersIn
    Indicates that an organization maintains one or more local chapters or branches within a specified geographic area or location.
  • C. hasSubdiscipline
    Indicates that one discipline includes another, more specialized field of study as a subordinate branch.
  • D. hasSect
    Indicates that an entity includes, contains, or is associated with a particular sect or subgroup within a larger religious, ideological, or organizational context.
  • E. chapterInvoked
    Indicates that one chapter is formally brought into effect, referenced, or applied within a particular legal, procedural, or narrative context.
  • F. None of above. chosen

Provenance (7 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_69a4934a36e081909e7abef98b898a4e completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a574b4d881908b6d0be386081efd completed March 1, 2026, 8:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5dcb5578c8190b5380f1994fdb4d2 completed March 2, 2026, 6:53 p.m.
NEDg Description generation batch_69a601200cb08190927e83db83b3affe completed March 2, 2026, 9:29 p.m.
NED2 Entity disambiguation (via description) batch_69a601b8ee908190b7e617efe34f3d7a completed March 2, 2026, 9:31 p.m.
PD Predicate disambiguation batch_69a4a4f38898819089d79bad4f4ff2d2 completed March 1, 2026, 8:43 p.m.
PDg Predicate description generation batch_69a4a57267c481909790a1fda3fced08 completed March 1, 2026, 8:45 p.m.
Created at: March 1, 2026, 7:37 p.m.