Triple

T12038023
Position Surface form Disambiguated ID Type / Status
Subject Medicaid Early and Periodic Screening, Diagnostic, and Treatment benefit E286589 entity
Predicate legalBasis P125 FINISHED
Object Section 1905(r) of the Social Security Act
Section 1905(r) of the Social Security Act is the federal statutory provision that defines the scope and requirements of Medicaid’s Early and Periodic Screening, Diagnostic, and Treatment (EPSDT) benefit for children and adolescents.
E961830 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: Section 1905(r) of the Social Security Act | Statement: [Medicaid Early and Periodic Screening, Diagnostic, and Treatment benefit, legalBasis, Section 1905(r) of the Social Security Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Section 1905(r) of the Social Security Act
Context triple: [Medicaid Early and Periodic Screening, Diagnostic, and Treatment benefit, legalBasis, Section 1905(r) of the Social Security Act]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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: Section 1905(r) of the Social Security Act
Triple: [Medicaid Early and Periodic Screening, Diagnostic, and Treatment benefit, legalBasis, Section 1905(r) of the Social Security Act]
Generated description
Section 1905(r) of the Social Security Act is the federal statutory provision that defines the scope and requirements of Medicaid’s Early and Periodic Screening, Diagnostic, and Treatment (EPSDT) benefit for children and adolescents.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Section 1905(r) of the Social Security Act
Target entity description: Section 1905(r) of the Social Security Act is the federal statutory provision that defines the scope and requirements of Medicaid’s Early and Periodic Screening, Diagnostic, and Treatment (EPSDT) benefit for children and adolescents.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69d6ab4669e48190b59246358b0383ab completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9040a8be881908f4841145a7b4e86 completed April 10, 2026, 2:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69f49d8a9af881909e28783b0d83ed82 completed May 1, 2026, 12:33 p.m.
NEDg Description generation batch_69f53d930714819080f92d223d930389 completed May 1, 2026, 11:56 p.m.
NED2 Entity disambiguation (via description) batch_69f564d2b4348190abf2d09ae00aea37 completed May 2, 2026, 2:43 a.m.
Created at: April 8, 2026, 9:47 p.m.