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.