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.