Triple

T2661765
Position Surface form Disambiguated ID Type / Status
Subject Vaccines for Children Program E54739 entity
Predicate relatedTo P37 FINISHED
Object Medicaid Early and Periodic Screening, Diagnostic, and Treatment benefit
The Medicaid Early and Periodic Screening, Diagnostic, and Treatment (EPSDT) benefit is a comprehensive child health program under Medicaid that guarantees eligible children and adolescents regular preventive care, screenings, and all medically necessary services to address identified health conditions.
E286589 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: Medicaid Early and Periodic Screening, Diagnostic, and Treatment benefit | Statement: [Vaccines for Children Program, relatedTo, Medicaid Early and Periodic Screening, Diagnostic, and Treatment benefit]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Medicaid Early and Periodic Screening, Diagnostic, and Treatment benefit
Context triple: [Vaccines for Children Program, relatedTo, Medicaid Early and Periodic Screening, Diagnostic, and Treatment benefit]
  • A. Medicaid
    Medicaid is a U.S. government health insurance program that provides medical coverage to low-income individuals and families, jointly funded by federal and state governments.
  • B. Children's Health Insurance Program
    The Children's Health Insurance Program (CHIP) is a U.S. federal-state initiative that provides low-cost health coverage to uninsured children and, in some states, pregnant women in families with incomes too high to qualify for Medicaid but too low to afford private insurance.
  • C. Special Supplemental Nutrition Program for Women, Infants, and Children
    The Special Supplemental Nutrition Program for Women, Infants, and Children (WIC) is a U.S. federal assistance program that provides nutritious foods, nutrition education, and health care referrals to low-income pregnant and postpartum women, infants, and young children at nutritional risk.
  • D. Maternal and Child Health Block Grant
    The Maternal and Child Health Block Grant is a major U.S. federal funding program that supports states and territories in improving the health and well-being of mothers, infants, children, including those with special health care needs, and their families.
  • E. Aid to Dependent Children
    Aid to Dependent Children was a New Deal-era federal assistance program that provided cash support to low-income families with children, particularly single-mother households, 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: Medicaid Early and Periodic Screening, Diagnostic, and Treatment benefit
Triple: [Vaccines for Children Program, relatedTo, Medicaid Early and Periodic Screening, Diagnostic, and Treatment benefit]
Generated description
The Medicaid Early and Periodic Screening, Diagnostic, and Treatment (EPSDT) benefit is a comprehensive child health program under Medicaid that guarantees eligible children and adolescents regular preventive care, screenings, and all medically necessary services to address identified health conditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Medicaid Early and Periodic Screening, Diagnostic, and Treatment benefit
Target entity description: The Medicaid Early and Periodic Screening, Diagnostic, and Treatment (EPSDT) benefit is a comprehensive child health program under Medicaid that guarantees eligible children and adolescents regular preventive care, screenings, and all medically necessary services to address identified health conditions.
  • A. Medicaid
    Medicaid is a U.S. government health insurance program that provides medical coverage to low-income individuals and families, jointly funded by federal and state governments.
  • B. Children's Health Insurance Program
    The Children's Health Insurance Program (CHIP) is a U.S. federal-state initiative that provides low-cost health coverage to uninsured children and, in some states, pregnant women in families with incomes too high to qualify for Medicaid but too low to afford private insurance.
  • C. Special Supplemental Nutrition Program for Women, Infants, and Children
    The Special Supplemental Nutrition Program for Women, Infants, and Children (WIC) is a U.S. federal assistance program that provides nutritious foods, nutrition education, and health care referrals to low-income pregnant and postpartum women, infants, and young children at nutritional risk.
  • D. Maternal and Child Health Block Grant
    The Maternal and Child Health Block Grant is a major U.S. federal funding program that supports states and territories in improving the health and well-being of mothers, infants, children, including those with special health care needs, and their families.
  • E. Aid to Dependent Children
    Aid to Dependent Children was a New Deal-era federal assistance program that provided cash support to low-income families with children, particularly single-mother households, 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_69ab49e028948190b97e01d73548b1d9 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd969eff08190a206ad6424ba34d6 completed March 7, 2026, 7:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69af98d9d7148190841bac9589a3815b completed March 10, 2026, 4:06 a.m.
NEDg Description generation batch_69af99c237548190838559ccac95f1c5 completed March 10, 2026, 4:10 a.m.
NED2 Entity disambiguation (via description) batch_69af9a5a8ee8819080d49f13e5b4eab1 completed March 10, 2026, 4:13 a.m.
Created at: March 6, 2026, 9:53 p.m.