Triple

T7278173
Position Surface form Disambiguated ID Type / Status
Subject Children's Health Insurance Program E163081 entity
Predicate legalForm P64 FINISHED
Object Title XXI of the Social Security Act
Title XXI of the Social Security Act is the federal statutory authority that created and governs the Children’s Health Insurance Program (CHIP), providing health coverage to uninsured children in families with incomes too high to qualify for Medicaid.
E653414 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 XXI of the Social Security Act | Statement: [Children's Health Insurance Program, legalForm, Title XXI of the Social Security Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title XXI of the Social Security Act
Context triple: [Children's Health Insurance Program, legalForm, Title XXI of the Social Security Act]
  • A. 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.
  • 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 V of the Social Security Act
    Title V of the Social Security Act is a key federal law that provides funding and a framework for states to improve the health and well-being of mothers, infants, and children, including children with special health care needs.
  • D. 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.
  • E. Title II of the Social Security Act
    Title II of the Social Security Act is the federal law that establishes and governs the Social Security Disability Insurance (SSDI) and retirement benefits programs for insured workers and their dependents.
  • 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 XXI of the Social Security Act
Triple: [Children's Health Insurance Program, legalForm, Title XXI of the Social Security Act]
Generated description
Title XXI of the Social Security Act is the federal statutory authority that created and governs the Children’s Health Insurance Program (CHIP), providing health coverage to uninsured children in families with incomes too high to qualify for Medicaid.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title XXI of the Social Security Act
Target entity description: Title XXI of the Social Security Act is the federal statutory authority that created and governs the Children’s Health Insurance Program (CHIP), providing health coverage to uninsured children in families with incomes too high to qualify for Medicaid.
  • A. 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.
  • 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 V of the Social Security Act
    Title V of the Social Security Act is a key federal law that provides funding and a framework for states to improve the health and well-being of mothers, infants, and children, including children with special health care needs.
  • D. 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.
  • E. Title II of the Social Security Act
    Title II of the Social Security Act is the federal law that establishes and governs the Social Security Disability Insurance (SSDI) and retirement benefits programs for insured workers and their dependents.
  • 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_69c6885c5964819085b209701769877f completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6eb309a648190a2a2f2cca9ce2f56 completed March 27, 2026, 8:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7db3450208190b67e4329a531ad0c completed March 28, 2026, 1:44 p.m.
NEDg Description generation batch_69c7dc567004819089c6c4b5322f275f completed March 28, 2026, 1:49 p.m.
NED2 Entity disambiguation (via description) batch_69c7dd18f8d481908bd7ac86e4388ce5 completed March 28, 2026, 1:52 p.m.
Created at: March 27, 2026, 2:59 p.m.